Cledara Research
Real-Time SaaS & AI Market Share Data
Latest AI spend observation
21.0%
of software spend goes to AI-native tools
Oct 2026 · Cledara customer dataset
See the history and source tableExplore what companies are paying for in SaaS and AI. Follow adoption, software budgets and emerging tools using aggregated, anonymized payment signals from Cledara customers.
A view of Cledara customers' software purchases, rather than a census of the whole market. Read the methodology.
- SaaS & AI tools tracked
- 9,530
- New tools (90 days)
- 271
- Purchases & renewals
- 2,161,805
- Countries
- 32
What's inside
OpenAI and Anthropic combined market share
Combined observed market share for OpenAI and Anthropic.
Commentary
OpenAI + Anthropic tightened a duopoly grip on enterprise AI spend through Sep 2026, accelerating vendor lock-in dynamics. Evidence: combined share climbed from 2.99% in Oct 2025 to 13.06% in Sep 2026—a +10.07 point gain in 11 months, with momentum peaking late as Aug 2026 (11.52%) jumped to Sep 2026 (13.06%) by +1.54 points. Implication: buyers concentrated on a two-vendor stack face rising switching costs (model behavior dependencies, eval/guardrail tuning, and application prompt coupling) that harden into structural vendor lock-in.
OpenAI and Anthropic shifted from steady growth to a land-grab phase in Q3 2026, amplifying pricing power. Evidence: combined share rose from 9.62% in Jun 2026 to 13.06% in Sep 2026—a +3.44 point expansion in a single quarter, outpacing prior quarters (e.g., +3.06 from Mar 2026 6.59% to Jun 2026 9.62%). Implication: higher concentration reduces negotiation leverage for buyers, enabling more rigid commercial terms (commitments, egress constraints, premium feature gating) as the duopoly becomes the default procurement path.
What does this mean? The combined OpenAI + Anthropic surge to 13.06% by Sep 2026 signals a strengthening duopoly that increases vendor lock-in and tilts pricing power away from enterprise buyers.
Latest reading: 13.1% combined market share
Anthropic & OpenAI Combined Market Share
Source: Real time aggregated and anonymized AI spend data from Cledara customers. Published 14 October 2026, 00:41 UTC. Generate yours at data.cledara.com.

View data tableHide data table
| Date | Market Share % |
|---|---|
| Oct 2023 | 0.2% |
| Nov 2023 | 0.3% |
| Dec 2023 | 0.4% |
| Jan 2024 | 0.6% |
| Feb 2024 | 0.7% |
| Mar 2024 | 0.6% |
| Apr 2024 | 0.7% |
| May 2024 | 0.6% |
| Jun 2024 | 0.8% |
| Jul 2024 | 0.7% |
| Aug 2024 | 0.8% |
| Sep 2024 | 0.8% |
| Oct 2024 | 0.7% |
| Nov 2024 | 0.8% |
| Dec 2024 | 0.9% |
| Jan 2025 | 1.4% |
| Feb 2025 | 1.5% |
| Mar 2025 | 1.4% |
| Apr 2025 | 1.5% |
| May 2025 | 1.7% |
| Jun 2025 | 2.0% |
| Jul 2025 | 2.2% |
| Aug 2025 | 2.4% |
| Sep 2025 | 2.9% |
| Oct 2025 | 3.0% |
| Nov 2025 | 3.3% |
| Dec 2025 | 3.6% |
| Jan 2026 | 4.6% |
| Feb 2026 | 5.6% |
| Mar 2026 | 6.6% |
| Apr 2026 | 8.6% |
| May 2026 | 9.2% |
| Jun 2026 | 9.6% |
| Jul 2026 | 10.7% |
| Aug 2026 | 11.5% |
| Sep 2026 | 13.1% |
New Stack Adoption: The Shift to AI-First
Percentage of net-new software purchases categorized as AI-centric.
Commentary
Market rationalization hit AI-first buying after the mid-year spike, but selectivity kept AI-centric net-new spend structurally elevated. Evidence: AI-centric new purchases surged to 46% in May 2026, then stepped down to 37.68% in Jun 2026 and 26.92% in Jul 2026, signaling a rotation from broad experimentation into fewer, higher-conviction deployments. Implication: procurement cycles now reward AI tools that prove workflow impact and integration value, while low-differentiation “AI add-ons” lose oxygen.
The shift to AI-first kept pressure on traditional SaaS share of net-new purchases even as the hype cooled. Evidence: AI-centric share rebounded to 44.09% in Sep 2026 before easing to 37.5% in Oct 2026, keeping AI tools at roughly a third-plus of new buying in recent months rather than reverting to the mid-20% baseline seen in Dec 2025 (26.61%) and Jan 2026 (25.74%). Implication: net-new budget that historically refreshed conventional SaaS now reallocates toward AI-native tools and agentic platforms, forcing incumbents to defend renewals while AI vendors capture incremental demand.
Why is this happening? Enterprises moved from “try everything” AI experimentation to selective production deployments, concentrating net-new purchases on AI tools that replace or compress traditional SaaS workflows.
Latest reading: 37.5% of new purchases are AI tools
% of New Software Purchases That Are AI-Centric
Source: Real time first-time software purchases tracked across Cledara customers. Published 14 October 2026, 00:41 UTC. Generate yours at data.cledara.com.

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| Date | AI Adoption % |
|---|---|
| Jan 2022 | 10.1% |
| Feb 2022 | 9.5% |
| Mar 2022 | 5.6% |
| Apr 2022 | 10.2% |
| May 2022 | 8.5% |
| Jun 2022 | 8.8% |
| Jul 2022 | 8.3% |
| Aug 2022 | 6.5% |
| Sep 2022 | 15.8% |
| Oct 2022 | 4.0% |
| Nov 2022 | 14.5% |
| Dec 2022 | 8.8% |
| Jan 2023 | 10.1% |
| Feb 2023 | 8.3% |
| Mar 2023 | 12.6% |
| Apr 2023 | 7.5% |
| May 2023 | 17.6% |
| Jun 2023 | 17.6% |
| Jul 2023 | 9.5% |
| Aug 2023 | 18.4% |
| Sep 2023 | 20.7% |
| Oct 2023 | 17.2% |
| Nov 2023 | 10.6% |
| Dec 2023 | 12.8% |
| Jan 2024 | 13.6% |
| Feb 2024 | 24.7% |
| Mar 2024 | 19.7% |
| Apr 2024 | 26.6% |
| May 2024 | 30.7% |
| Jun 2024 | 29.7% |
| Jul 2024 | 31.1% |
| Aug 2024 | 21.4% |
| Sep 2024 | 25.0% |
| Oct 2024 | 23.2% |
| Nov 2024 | 22.2% |
| Dec 2024 | 31.4% |
| Jan 2025 | 21.3% |
| Feb 2025 | 39.8% |
| Mar 2025 | 32.9% |
| Apr 2025 | 38.2% |
| May 2025 | 33.7% |
| Jun 2025 | 49.0% |
| Jul 2025 | 25.6% |
| Aug 2025 | 37.4% |
| Sep 2025 | 33.3% |
| Oct 2025 | 31.5% |
| Nov 2025 | 29.3% |
| Dec 2025 | 26.6% |
| Jan 2026 | 25.7% |
| Feb 2026 | 28.7% |
| Mar 2026 | 24.9% |
| Apr 2026 | 33.0% |
| May 2026 | 46.0% |
| Jun 2026 | 37.7% |
| Jul 2026 | 26.9% |
| Aug 2026 | 29.2% |
| Sep 2026 | 44.1% |
| Oct 2026 | 37.5% |
The Pulse: Most Purchased or Renewed SaaS Products
Real-time rankings of the most purchased and renewed software tools
Commentary
Microsoft, Anthropic/Claude, and OpenAI/ChatGPT dominated purchases on Oct 13, 2026, with Higgsfield and Hypertide.io rounding out the top five. Evidence: Yesterday’s top 10 skewed toward AI plus modern web operations—Supabase, Netlify, and EasyPost paired with go-to customer and compliance platforms Intercom and Usercentrics. Implication: Buyers prioritized “AI + shipping the product” bundles—core AI subscriptions alongside infrastructure, customer messaging, privacy compliance, and transactional tooling needed to operationalize deployments fast.
Anthropic/Claude, Microsoft, and OpenAI/ChatGPT also led the last 7 days, while Atlassian, Cursor, and GitHub reinforced a strong developer-tooling gravity well. Evidence: Weekly rankings concentrated in three patterns: AI foundation models (Anthropic/Claude, OpenAI/ChatGPT), productivity/collaboration suites (Microsoft, Atlassian, Adobe), and developer platforms/DevOps (Vercel, Sentry, GitHub) with finance ops represented by Xero. Implication: Purchasing behavior favored stack consolidation around AI-assisted software delivery—teams renewed the systems of record (suite + work management) and the systems of build/ship (IDE, hosting, observability, repos).
Yesterday’s mix introduced a surprise: Higgsfield and Hypertide.io surged into the daily top five while disappearing from the weekly top 10, and Usercentrics (privacy) outranked several classic dev staples that dominate the week view. Evidence: Vercel, Sentry, GitHub, and Adobe showed weekly momentum but fell out of yesterday’s list, while Intercom and EasyPost signaled a more “go-to-market operations” purchase day. Implication: Day-to-day spikes likely reflected batch renewals or project go-lives (privacy, support, logistics), while the weekly trend stayed anchored in AI and developer productivity.
What's driving these purchases? Enterprises are standardizing on AI copilots/models while simultaneously funding the infrastructure and operational tooling required to deploy, govern, and monetize AI-enabled products at scale.
Latest reading: #1 today: Microsoft | #1 this week: Anthropic/Claude
Most Purchased or Renewed SaaS Products
Oct 13, 2026
Microsoft
Anthropic/Claude
OpenAI/ChatGPT
Higgsfield
Hypertide.io
Supabase
Intercom
Usercentrics
Netlify
EasyPost
Last 7 Days
Anthropic/Claude
Microsoft
OpenAI/ChatGPT
Atlassian
Cursor
Xero
Vercel
Sentry
GitHub
Adobe
Source: Real time transaction data from Cledara customers. Published 14 October 2026, 00:41 UTC. Generate yours at data.cledara.com.

View data tableHide data table
| Rank | Tool |
|---|---|
| 1 | Microsoft |
| 2 | Anthropic/Claude |
| 3 | OpenAI/ChatGPT |
| 4 | Higgsfield |
| 5 | Hypertide.io |
| 6 | Supabase |
| 7 | Intercom |
| 8 | Usercentrics |
| 9 | Netlify |
| 10 | EasyPost |
View data tableHide data table
| Rank | Tool |
|---|---|
| 1 | Anthropic/Claude |
| 2 | Microsoft |
| 3 | OpenAI/ChatGPT |
| 4 | Atlassian |
| 5 | Cursor |
| 6 | Xero |
| 7 | Vercel |
| 8 | Sentry |
| 9 | GitHub |
| 10 | Adobe |
Top 10 New Software Subscriptions
Monthly rankings of the most popular first-time software subscriptions
Commentary
Insight: Anthropic/Claude (#1) reclaimed the top spot in October 2026 while Google/Gemini (#2) slipped after leading September 2026; October 2026 also qualifies as Partial Month Data. Evidence: Google/Gemini (#1) in September moved to #2 in October (MTD), and Anthropic/Claude (#3) in September moved to #1 in October (MTD). Implication: The top-three AI assistants (Anthropic/Claude (#1), Google/Gemini (#2), OpenAI/ChatGPT (#3)) remain structurally dominant, but monthly leadership continues to rotate—especially risky to overread in October 2026 due to partial coverage.
Insight: The mid-pack reshuffled sharply in October 2026 (MTD) as “builder” and “creator” tools replaced several enterprise incumbents from September 2026. Evidence: Vercel (#7) re-entered after missing September (was #7 in August), Figma (#9) rebounded after dropping out in September (was #10 in July), and ElevenLabs (#6) jumped from #10 in August back into the upper half; GitHub and Adobe exited the top 10 from September, while Granola (#8) surged from #10 in September to #8 in October (MTD) and OpenRouter (#10) fell from #7 in September. Implication: New subscription momentum broadened from core AI chat to adjacent workflows (dev deployment, design, audio), with churn concentrated in the #6–#10 band.
What does this mean? Rotating leadership among the top AI assistants plus high churn in ranks 6–10 signals a market where first-time subscriptions track fast-moving product cycles, and October 2026 positioning remains provisional due to Partial Month Data.
Latest reading: #1 this month: Anthropic/Claude
Top 10 New Software Subscriptions
October MTD
Anthropic/Claude
Google/Gemini
OpenAI/ChatGPT
TypeSafe AI
Microsoft 365
ElevenLabs
Vercel
Granola
Figma
OpenRouter
September
Google/Gemini
OpenAI/ChatGPT
Anthropic/Claude
Microsoft 365
TypeSafe AI
GitHub
OpenRouter
Grok
Adobe
Granola
August
Anthropic/Claude
Google/Gemini
OpenAI/ChatGPT
Microsoft 365
OpenRouter
Wispr Flow
Vercel
Xero
Atlassian
ElevenLabs
July
Anthropic/Claude
Google/Gemini
OpenAI/ChatGPT
Microsoft 365
Higgsfield
Cursor
GitHub
OpenRouter
DocuSign
Figma
Source: Real time aggregated subscription data from Cledara customers. Published 14 October 2026, 00:41 UTC. Generate yours at data.cledara.com.

View data tableHide data table
| Month | Rank | Tool |
|---|---|---|
| October MTD | 1 | Anthropic/Claude |
| October MTD | 2 | Google/Gemini |
| October MTD | 3 | OpenAI/ChatGPT |
| October MTD | 4 | TypeSafe AI |
| October MTD | 5 | Microsoft 365 |
| October MTD | 6 | ElevenLabs |
| October MTD | 7 | Vercel |
| October MTD | 8 | Granola |
| October MTD | 9 | Figma |
| October MTD | 10 | OpenRouter |
| September | 1 | Google/Gemini |
| September | 2 | OpenAI/ChatGPT |
| September | 3 | Anthropic/Claude |
| September | 4 | Microsoft 365 |
| September | 5 | TypeSafe AI |
| September | 6 | GitHub |
| September | 7 | OpenRouter |
| September | 8 | Grok |
| September | 9 | Adobe |
| September | 10 | Granola |
Compare Industry Leaders: Track SaaS Rankings Over Time
Interactive tool to compare monthly popularity rankings across 49 months of historical data
Commentary
Search and compare up to 5 software products to see how their popularity rankings have changed over nearly 4 years of historical data. All products are ranked based on adoption trends.
Compare SaaS Popularity Trends
Track how software products rise and fall in popularity. Search above or try one of these popular comparisons:
View the latest published popularity rankings
| Rank | Product | Website |
|---|---|---|
| 1 | Anthropic/Claude | claude.ai |
| 2 | OpenAI/ChatGPT | openai.com |
| 3 | Google/Gemini | workspace.google.com |
| 4 | Microsoft 365 | microsoft.com |
| 5 | GitHub | github.com |
| 6 | Cursor | cursor.com |
| 7 | Atlassian | atlassian.com |
| 8 | Xero | xero.com |
| 9 | Adobe | adobe.com |
| 10 | Figma | figma.com |
| 11 | Vercel | vercel.com |
| 12 | Slack | slack.com |
| 13 | OpenRouter | openrouter.ai |
| 14 | Bullhorn | bullhorn.com |
| 15 | Sentry | sentry.io |
| 16 | CircleCI | circleci.com |
| 17 | Webflow | webflow.com |
| 18 | Zoom | zoom.us |
| 19 | Notion | notion.so |
| 21 | Canva | canva.com |
| 22 | Zapier | zapier.com |
| 23 | Sinch Mailgun | mailgun.com |
| 24 | SendGrid | sendgrid.com |
| 25 | Miro | miro.com |
| 26 | Hubspot | hubspot.com |
| 27 | 1Password | 1password.com |
| 28 | Datadog | datadoghq.com |
| 29 | JetBrains | jetbrains.com |
| 30 | Hypertide.io | hypertide.io |
| 31 | ElevenLabs | elevenlabs.io |
| 32 | Typeform | typeform.com |
| 33 | Lovable | lovable.dev |
| 34 | Intuit Mailchimp | mailchimp.com |
| 35 | CapCut | capcut.com |
| 36 | DocuSign | docusign.com |
| 37 | Higgsfield | higgsfield.ai |
| 38 | n8n | n8n.io |
| 39 | Calendly | calendly.com |
| 40 | CodeRabbit | coderabbit.ai |
| 41 | Intercom | intercom.com |
| 42 | SignRequest | signrequest.com |
| 43 | PagerDuty | pagerduty.com |
| 44 | Apollo.io | apollo.io |
| 45 | Framer Studio | framer.com |
| 46 | Cookiebot by Usercentrics | cookiebot.com |
| 47 | Grok | grok.com |
| 48 | Wispr Flow | wisprflow.ai |
| 49 | Atlas | recruitwithatlas.com |
| 50 | Lemlist | lemlist.com |
| 51 | Granola | granola.ai |
| 52 | Supabase | supabase.com |
| 53 | Fireflies | fireflies.ai |
| 54 | Netlify | netlify.com |
| 55 | SEMRush | semrush.com |
| 56 | Fivetran | fivetran.com |
| 57 | Auth0 by Okta | auth0.com |
| 58 | Make | make.com |
| 59 | Linear | linear.app |
| 60 | DeepL | deepl.com |
| 61 | Zendesk | zendesk.com |
| 62 | Elastic | elastic.co |
| 63 | Airtable | airtable.com |
| 64 | PandaDoc | pandadoc.com |
| 65 | Postman | postman.com |
| 66 | Rapid | rapidapi.com |
| 67 | Apify | apify.com |
| 68 | Dropbox | dropbox.com |
| 69 | Freshworks | freshworks.com |
| 70 | New Relic | newrelic.com |
| 71 | Grafana Labs | grafana.com |
| 72 | Perplexity AI | perplexity.ai |
| 73 | Tailscale | tailscale.com |
| 74 | Blacksmith | blacksmith.sh |
| 75 | Clay Labs | clay.com |
| 76 | BrowserStack | browserstack.com |
| 77 | Fathom | fathomhq.com |
| 78 | CookieYes | cookieyes.com |
| 79 | Ahrefs | ahrefs.com |
| 80 | Docker | docker.com |
| 81 | Ringover | ringover.com |
| 82 | HashiCorp | hashicorp.com |
| 83 | Postmark | postmarkapp.com |
| 84 | CharlieHR | charliehr.com |
| 85 | Customer.io | customer.io |
| 86 | Langfuse | langfuse.com |
| 87 | PostHog | posthog.com |
| 88 | QuickBooks | quickbooks.intuit.com |
| 89 | SonarSource | sonarsource.com |
| 90 | Expo | expo.dev |
| 91 | Pipedrive | pipedrive.com |
| 92 | CloudTalk | cloudtalk.io |
| 93 | Moz | moz.com |
| 94 | Superhuman Mail | superhuman.com |
| 95 | Expensify | expensify.com |
| 97 | JumpCloud | jumpcloud.com |
| 98 | Loom | loom.com |
| 99 | Mixpanel | mixpanel.com |
| 100 | Replit | replit.com |
| 101 | Aircall | aircall.io |
| 102 | ClickUp | clickup.com |
Trending New SaaS: What Teams Are Adopting
Rankings of newly discovered SaaS products by popularity and adoption rate
Commentary
AI-first and GTM-adjacent tooling dominated newly discovered SaaS in October 2026, and the 90-day list skewed even more toward “edge” utilities and infra enablers than the 365-day view. Evidence: the 365-day leaders (Grok, Macroscope, Stairoids, Agentic, Requesty, TypeSafe AI, Bluedot, Z.ai) cluster around conversational AI, code intelligence, agentic workflows, and LLM routing/evaluation; the 90-day cohort adds more operational “micro-SaaS” (e.g., QR Codes Unlimited, HTML2PDF Rocket, Red Shield VPN) alongside AI sales/video coaching (Ausar, Yapper) and hosted model providers (Abliteration). Implication: discovery momentum shifted from broad, branded AI surfaces to narrower, workflow-embedded tools that teams can adopt without platform-level commitments.
Fast risers emerged where 90-day rank materially outperformed 365-day rank. Evidence: Cobiro jumped from #5 (365-day) to #1 (90-day), Loremax moved from #7 to #2, and TypeSafe AI climbed from #12 to #3—while Grok, Macroscope, Stairoids, Shortcut, Agentic, Requesty, Bluedot, and Z.ai fell out of the 90-day top 15 entirely, signaling cooling discovery velocity versus earlier in the year. Implication: recent “newly discovered” purchases concentrated in marketing enablement, evaluation/safety tooling, and lightweight utilities, while earlier-wave generative AI destinations plateaued as “already adopted” across customers.
Category patterns tightened around three discovery themes: AI commercialization, AI governance/infra, and pragmatic ops utilities. Evidence: GTM/marketing surfaced repeatedly (Cobiro, Okendo, Rapid Ads, Ausar, Stairoids), AI build/run guardrails appeared as a recurring buy (TypeSafe AI, Abliteration, Aneryth, plus earlier Requesty), and tactical point tools filled gaps teams solve immediately (QR Codes Unlimited, HTML2PDF Rocket, Red Shield VPN, MegaCall, Dozuki). Implication: buyers used “
Latest reading: #1 (365d): Grok | #1 (90d): Cobiro
Trending New SaaS: Rising Stars
Grok is a conversational generative AI service provided through the Grok.com website and mobile applications. The service responds to user prompts and generates outputs based on xAI models.
Macroscope provides a codebase intelligence tool that generates automated summaries of software commits and pull requests. Users interact with the interface to receive real-time technical insights and status reports derived from their existing version control repositories.
Stairoids is a real-time signal-based go-to-market (GTM) intelligence platform designed for B2B sales and marketing teams. It tracks over 27 types of buying signals—such as job changes, vacancies, competitor interest, and personal connections—to help organizations identify decision-makers and map decision-making units (DMUs). The platform automates GTM workflows by integrating intent data from web, social, and CRM sources into tools like HubSpot, Salesforce, and Slack.
Shortcut is a platform that provides project management and issue tracking tools for software development teams to plan, track, and manage work.
Cobiro is a digital marketing software platform that helps small businesses and agencies manage online advertising, SEO, and website-related growth activities. It offers tools and services aimed at simplifying marketing automation and campaign management.
ProfilePartner is a platform providing an automated rental service that utilizes personal LinkedIn accounts for professional outreach and lead generation activities.
Agentic provides autonomous AI agents that connect to tools, APIs and data sources to automate workflows and complete complex tasks for teams and organizations.
Ludi is a platform that manages content creation workflows by enabling teams to draft, approve, schedule and publish social media posts. It allows users to collaborate on copy, assign review tasks and link output directly to publishing channels in one platform.
Bluedot is an AI-powered meeting note-taking platform that records, transcribes, and generates summaries of online and in-person meetings and can sync outputs to linked systems such as CRM and collaboration tools.
Requesty provides an API platform that routes requests to multiple large-language-model providers through a single interface. It enables customers to manage usage, logging, performance, and data handling across LLMs.
TypeSafe provides AI-powered infrastructure and tooling focused on evaluating, testing, and improving the reliability and safety of large language model applications. It helps teams monitor model behavior, run experiments, and build more trustworthy AI systems.
Banani is an AI-powered platform that converts text descriptions and design prompts into editable user interface layouts, wireframes, and interactive prototypes for web and mobile products.
Rapid Ads is a digital advertising agency that builds and manages paid media campaigns across major platforms to drive customer acquisition and growth for businesses. They provide campaign strategy, creative, and optimization services.
Z.ai provides a conversational interface that processes text and image inputs through large language models to generate technical content and automated workflows.
QR Codes Unlimited is a web-based QR code generator and management platform that lets businesses create, customize, and track dynamic QR codes for marketing, operations, and customer engagement. It offers tools for branded QR code creation, analytics, and ongoing code management.
Trellus is an AI-driven platform that provides real-time sales coaching and automated dialing tools directly within a sales engagement workflow.
Viktor provides a cloud-based development platform for building engineering applications. The platform allows users to create, deploy, and manage custom web applications.
CloudQA’s platform is a cloud-based automated test automation service that enables teams to create, manage, execute, and monitor end-to-end web application tests without requiring coding, and it integrates with existing development pipelines and tools to support CI/CD. The platform records user interactions, generates reusable test cases, runs tests across browsers and environments, and provides monitoring and reporting for quality assurance
Vera (formerly Privasee) is an AI-powered compliance and trust platform that automates responses to RFPs and vendor security questionnaires. The software connects to internal company documentation to generate accurate security, privacy, and regulatory answers while maintaining automated GDPR compliance and privacy portals.
Cobiro is a digital marketing software platform that helps small businesses and agencies manage online advertising, SEO, and website-related growth activities. It offers tools and services aimed at simplifying marketing automation and campaign management.
TypeSafe provides AI-powered infrastructure and tooling focused on evaluating, testing, and improving the reliability and safety of large language model applications. It helps teams monitor model behavior, run experiments, and build more trustworthy AI systems.
QR Codes Unlimited is a web-based QR code generator and management platform that lets businesses create, customize, and track dynamic QR codes for marketing, operations, and customer engagement. It offers tools for branded QR code creation, analytics, and ongoing code management.
Yapper is a cloud-based video creation and AI coaching platform that allows users to capture ideas, generate scripts, record video, edit transcripts, and schedule posts. The web application operates on a subscription and credit-based model to provide access to its video tools and artificial intelligence models.
Ausar is an AI-powered sales and revenue platform that helps teams automate prospecting, outreach, and pipeline generation. It is designed to support go-to-market workflows with conversational and automation capabilities.
Abliteration provides hosted artificial intelligence language models with reduced refusal filters alongside an enterprise policy gateway for custom governance. The system processes prompts for tasks like cybersecurity research, synthetic data generation, and machine learning training through OpenAI-compatible application programming interfaces.
Red Shield VPN routes user network traffic through encrypted tunnels across global server locations. Subscribers access software applications across multiple operating systems to obscure traffic data and maintain internet connection security.
Aneryth connects code repositories, cloud infrastructure, databases, documentation, and production telemetry into a knowledge graph to build a model of systems. The platform tracks dependency changes across services, executes migrations, and analyzes incident logs to report impact to engineering teams.
HTML2PDF Rocket provides a web-based API platform that converts web pages and raw HTML code into downloadable PDF documents or image files.
Okendo provides customer marketing tools for e-commerce businesses to capture user-generated content, customer ratings, surveys, and product quizzes. It allows online merchants to show customer reviews, run loyalty initiatives, and optimize marketing campaigns directly within their digital storefronts.
MegaCall is a cloud telephony and business communications platform that provides virtual switchboard, VoIP calling, call center, and contact management tools for companies. It is used to manage business calls and customer communications over the internet.
Dozuki is a digital work instruction and knowledge management platform that helps manufacturers create, manage, and deliver standardized procedures, training, and troubleshooting content to frontline teams. It is used to improve operational consistency, quality, and employee enablement on the factory floor.
Outcraft AI operates as an autonomous sales development platform that initiates instant multi-channel outreach to incoming leads through automated phone calls, text messages, and email. The software connects directly with existing customer relationship management software to qualify prospects, schedule sales meetings, recover failed payments, and automate user onboarding workflows.
Frappe Cloud is a managed hosting and deployment platform for Frappe apps and ERPNext, providing infrastructure, site management, backups, updates, and developer tooling. It is used to deploy, scale, and maintain ERP and custom applications built on the Frappe framework.
Letaido provides an AI-driven lead generation and outbound automation platform designed to identify and engage prospects across LinkedIn and email. The system automates lead scraping, multi-channel outreach sequences, and personalization to streamline top-of-funnel sales activities.
MoltSets is an agent-first B2B contact data platform that provides developer APIs and an MCP (Model Context Protocol) server for automated prospect enrichment. Built specifically to integrate with AI tools and automation engines like Clay and Claude Code, it uses a 20+ vendor waterfall to deliver verified business emails, carrier-checked phone numbers, and company search data through a flat-rate, unlimited pricing model rather than traditional credit-based fees.
Parasail provides managed cloud access to specialized graphic processing unit compute infrastructure and programming interfaces for deployed artificial intelligence applications. The web-hosted dashboard allows users to submit serverless machine learning inference workloads, run large language model pipelines, and track compute resource utilization across scalable cloud clusters.
Source: Real time adoption data from newly discovered SaaS products across Cledara customers. Published 14 October 2026, 00:41 UTC. Generate yours at data.cledara.com.

View data tableHide data table
| Rank | Tool | Description |
|---|---|---|
| 1 | Grok | Grok is a conversational generative AI service pro... |
| 2 | Macroscope | Macroscope provides a codebase intelligence tool t... |
| 3 | Stairoids | Stairoids is a real-time signal-based go-to-market... |
| 4 | Shortcut | Shortcut is a platform that provides project manag... |
| 5 | Cobiro | Cobiro is a digital marketing software platform th... |
| 6 | ProfilePartner | ProfilePartner is a platform providing an automate... |
| 7 | Loremax | |
| 8 | Agentic | Agentic provides autonomous AI agents that connect... |
| 9 | Ludi | Ludi is a platform that manages content creation w... |
| 10 | Bluedot | Bluedot is an AI-powered meeting note-taking platf... |
| 11 | Requesty | Requesty provides an API platform that routes requ... |
| 12 | TypeSafe AI | TypeSafe provides AI-powered infrastructure and to... |
| 13 | Banani | Banani is an AI-powered platform that converts tex... |
| 14 | Rapid Ads | Rapid Ads is a digital advertising agency that bui... |
| 15 | Z.ai | Z.ai provides a conversational interface that proc... |
| 16 | QR Codes Unlimited | QR Codes Unlimited is a web-based QR code generato... |
| 17 | Trellus | Trellus is an AI-driven platform that provides rea... |
| 18 | Viktor | Viktor provides a cloud-based development platform... |
| 19 | CloudQA | CloudQA’s platform is a cloud-based automated test... |
| 20 | Vera | Vera (formerly Privasee) is an AI-powered complian... |
View data tableHide data table
| Rank | Tool | Description |
|---|---|---|
| 1 | Cobiro | Cobiro is a digital marketing software platform th... |
| 2 | Loremax | |
| 3 | TypeSafe AI | TypeSafe provides AI-powered infrastructure and to... |
| 4 | QR Codes Unlimited | QR Codes Unlimited is a web-based QR code generato... |
| 5 | Thalia Technologies | |
| 6 | Yapper | Yapper is a cloud-based video creation and AI coac... |
| 7 | Ausar | Ausar is an AI-powered sales and revenue platform ... |
| 8 | Abliteration | Abliteration provides hosted artificial intelligen... |
| 9 | Red Shield VPN | Red Shield VPN routes user network traffic through... |
| 10 | Aneryth | Aneryth connects code repositories, cloud infrastr... |
| 11 | HTML2PDF Rocket | HTML2PDF Rocket provides a web-based API platform ... |
| 12 | Okendo | Okendo provides customer marketing tools for e-com... |
| 13 | MegaCall | MegaCall is a cloud telephony and business communi... |
| 14 | Obvious | |
| 15 | Dozuki | Dozuki is a digital work instruction and knowledge... |
| 16 | Outcraft | Outcraft AI operates as an autonomous sales develo... |
| 17 | Frappe Cloud | Frappe Cloud is a managed hosting and deployment p... |
| 18 | Letaido | Letaido provides an AI-driven lead generation and ... |
| 19 | MoltSets | MoltSets is an agent-first B2B contact data platfo... |
| 20 | Parasail | Parasail provides managed cloud access to speciali... |
Emerging SaaS: First-Time Discoveries
Brand-new software products discovered for the first time by enterprise teams
Commentary
Discovery mix in October 2026 clusters around infrastructure intelligence and compliance-first operations rather than pure end-user productivity. OpenCVE (October 13, 2026) and OpenObserve (October 10, 2026) anchor a security/observability pattern, while AdOpt (October 9, 2026) and SixFifty (October 10, 2026) extend the same risk-and-governance theme into privacy consent and legal workflow automation. Evidence: The list includes vulnerability intelligence (OpenCVE), telemetry/logs/metrics (OpenObserve), consent management (AdOpt), and legal document generation (SixFifty)—all tools that map to security, reliability engineering, and regulatory readiness.
Vertical operations and spend analytics emerge as the second pattern, led by logistics, mobility, and benefits administration. DAT Freight & Analytics (October 10, 2026), Lojistic (October 10, 2026), and DataOne (October 14, 2026) reflect sector-specific platforms (transportation marketplaces, parcel spend management, automotive data), while Salusion (October 8, 2026) signals continued digitization of HR/benefits workflows. Evidence: Discovery activity spans freight analytics, shipping cost control, automotive data services, and HRA administration—plus adjacent measurement and reporting via Airbridge (October 10, 2026) and eazyBI (October 10, 2026). Implication: Buyers are expanding SaaS portfolios with “operations control-plane” tools that reduce uncertainty in cost, compliance, and performance across complex workflows.
Tool-type trends skew toward “platformization” and developer-adjacent automation rather than standalone apps. Pullfrog (October 9, 2026) reinforces an emerging pattern of open-source orchestration layered onto existing developer systems, while dhosting.pl (October 10, 2026) and TextYess (October 14, 2026) show continued demand for scalable infrastructure and customer communications primitives. Evidence: Open-source automation (Pullfrog), elastic hosting (dhosting.pl), and SMS/business messaging (TextYess) sit alongside analytics-heavy tools like TIKR (October 9, 2026) and wellness-oriented **L
Latest reading: Most recent: DataOne
Emerging SaaS: First-Time Discoveries
Today
DataOne Software provides automotive data and software solutions, including vehicle content, VIN decoding, build data, and digital retailing tools for automotive websites, marketplaces, and dealer systems. Its products help automotive businesses manage vehicle data and power online shopping experiences.
Today
TextYess is a business texting and SMS communication platform that enables companies to message customers, manage conversations, and support team-based texting workflows. It is used for customer engagement, appointment reminders, and sales or support communication over text.
Yesterday
OpenCVE is a vulnerability intelligence and monitoring platform that helps teams track CVEs, receive alerts, and manage exposure to newly disclosed security issues. It is used to monitor products, vendors, and vulnerabilities through a web application and API.
4 days ago
DAT Freight & Analytics provides freight and transportation marketplace software, including load boards, freight matching, rate analytics, and transportation management tools for brokers, carriers, and shippers. Its platform helps logistics teams find loads and trucks, price freight, and manage operations.
4 days ago
OpenObserve is an observability and telemetry platform for logs, metrics, traces, and analytics. It provides a cloud-native alternative for monitoring and troubleshooting applications and infrastructure.
4 days ago
Airbridge is a mobile measurement and attribution platform that helps businesses track app and web marketing performance, analyze customer journeys, and optimize campaign ROI. It is used for attribution, incrementality measurement, audience analysis, and marketing analytics.
4 days ago
Lojistic is a parcel spend management and shipping analytics platform that helps businesses gain visibility into carrier invoices, optimize shipping costs, and improve parcel operations. It is used to audit shipping spend, benchmark carrier performance, and support contract negotiations.
4 days ago
eazyBI is a business intelligence and reporting platform that lets teams analyze and visualize data from Jira and other business applications through dashboards, reports, and charts. It is commonly used for project, issue, and operational analytics.
4 days ago
SixFifty provides legal technology software that helps organizations generate, manage, and maintain employment and privacy compliance documents through automated workflows and attorney-built templates. It is used to streamline HR and legal compliance processes for businesses.
4 days ago
dhosting.pl provides an elastic cloud hosting platform that scales computing resources such as CPU, RAM, and disk storage automatically in response to website traffic demands. The service integrates domain registration, SSL management, automated data backups, and email infrastructure into a single management console for web applications and online stores.
4 days ago
Liven provides a personal growth and digital mental well-being platform that delivers AI-powered life coaching, mood tracking, and self-reflection exercises.
5 days ago
Pullfrog provides an open-source GitHub bot and orchestration layer that runs artificial intelligence agents to automate software development workflows within code repositories.
5 days ago
TIKR Terminal provides a financial market research and stock analysis platform that aggregates financial data, analyst estimates, valuation metrics, global stock screening, and executive transcripts for public companies. The service presents institutional-grade data tools through a web browser interface to help investors evaluate equities and track institutional portfolios.
5 days ago
AdOpt provides a cookie banner and consent management platform that enables website owners to scan, categorize, and control third-party tracking technologies. The system dynamically adapts consent notices according to visitor geolocation and privacy regulations while capturing encrypted records of user preferences.
6 days ago
Salusion provides a health reimbursement arrangement software platform that enables small and medium-sized businesses to design, implement, and manage employee benefit programs.
6 days ago
HTML2PDF Rocket provides a web-based API platform that converts web pages and raw HTML code into downloadable PDF documents or image files.
1 week ago
SalesViewer provides a B2B lead generation platform that identifies anonymous business visitors navigating a company's website. The system translates visitor traffic into corporate profiles, contact information, and behavioral analytics to generate actionable sales leads.
1 week ago
Melius provides a generative artificial intelligence workspace that enables creative teams to produce, refine, and coordinate multimedia assets across images, video, and audio through connected nodes.
1 week ago
Runware provides an cloud infrastructure platform and API that runs generative artificial intelligence models for media inference and content creation. The platform connects software applications directly to optimized server clusters to process text, image, and video generation workloads.
1 week ago
Deepline provides a go-to-market data aggregation platform and command-line interface that connects AI coding agents and revenue automation workflows to multiple external data providers. The system normalizes, enriches, and routes prospect signals, account intelligence, and contact data directly into custom applications and sales automation pipelines.
Source: Real time first-time discovery data from Cledara customers. Published 14 October 2026, 00:41 UTC. Generate yours at data.cledara.com.

View data tableHide data table
| Rank | Tool | Discovered |
|---|---|---|
| 1 | DataOne | Today |
| 2 | TextYess | Today |
| 3 | OpenCVE | Yesterday |
| 4 | DAT Freight & Analytics | 4 days ago |
| 5 | OpenObserve | 4 days ago |
| 6 | Airbridge | 4 days ago |
| 7 | Lojistic | 4 days ago |
| 8 | eazyBI | 4 days ago |
| 9 | SixFifty | 4 days ago |
| 10 | dhosting.pl | 4 days ago |
| 11 | Liven | 4 days ago |
| 12 | Pullfrog | 5 days ago |
| 13 | TIKR | 5 days ago |
| 14 | AdOpt | 5 days ago |
| 15 | Salusion | 6 days ago |
| 16 | HTML2PDF Rocket | 6 days ago |
| 17 | SalesViewer | 1 week ago |
| 18 | Melius | 1 week ago |
| 19 | Runware | 1 week ago |
| 20 | Deepline | 1 week ago |
View category, team and historical market-share data
Latest observation: Oct-2026. Popularity measures paid adoption; spending shares measure the observed software budget. Each series uses its own denominator.
| Category | Popularity share (%) | Spend share (%) |
|---|---|---|
| Collaboration & Productivity | 23.47 | 31.02 |
| Engineering & DevOps | 21.32 | 16.45 |
| Marketing & Growth | 21.07 | 20.97 |
| AI Platforms & Model Ops | 20.67 | 14.23 |
| IT & Security | 5.70 | 7.11 |
| Data & Analytics | 4.48 | 8.15 |
| Sales & Revenue | 4.38 | 6.55 |
| Finance & Accounting | 3.95 | 4.21 |
| People Ops & Talent | 3.54 | 5.61 |
| Customer Success & Support | 3.43 | 5.76 |
| Legal, Risk & Compliance | 2.62 | 2.54 |
| Operations & Supply Chain | 1.49 | 2.27 |
| Unknown | 0.04 | 0.00 |
| Team | Popularity share (%) | Spend share (%) |
|---|---|---|
| Engineering | 22.77 | 23.04 |
| Data / AI | 21.20 | 16.08 |
| Marketing / Growth | 14.44 | 9.58 |
| Cross-functional | 11.78 | 17.19 |
| IT / Ops | 6.49 | 5.88 |
| Product Management | 6.12 | 6.77 |
| Sales / RevOps | 5.13 | 8.87 |
| Finance | 3.70 | 2.53 |
| People / HR | 2.58 | 4.01 |
| Customer Success / Support | 2.36 | 3.78 |
| Legal / Compliance | 1.95 | 1.22 |
| Executive Leadership | 0.14 | 0.18 |
| Month | Category | Popularity share (%) | Spend share (%) |
|---|---|---|---|
| Jan-2022 | AI Platforms & Model Ops | 0.04 | 0.00 |
| Jan-2022 | Collaboration & Productivity | 27.67 | 29.49 |
| Jan-2022 | Customer Success & Support | 4.22 | 10.30 |
| Jan-2022 | Data & Analytics | 4.79 | 5.04 |
| Jan-2022 | Engineering & DevOps | 16.96 | 10.83 |
| Jan-2022 | Finance & Accounting | 5.30 | 7.20 |
| Jan-2022 | IT & Security | 5.28 | 5.26 |
| Jan-2022 | Legal, Risk & Compliance | 2.52 | 1.69 |
| Jan-2022 | Marketing & Growth | 20.92 | 15.52 |
| Jan-2022 | Operations & Supply Chain | 0.51 | 2.05 |
| Jan-2022 | People Ops & Talent | 4.73 | 5.26 |
| Jan-2022 | Sales & Revenue | 5.47 | 6.42 |
| Jan-2022 | Unknown | 0.00 | 0.00 |
| Feb-2022 | AI Platforms & Model Ops | 0.04 | 0.00 |
| Feb-2022 | Collaboration & Productivity | 27.53 | 28.82 |
| Feb-2022 | Customer Success & Support | 4.33 | 9.89 |
| Feb-2022 | Data & Analytics | 4.81 | 5.67 |
| Feb-2022 | Engineering & DevOps | 16.99 | 11.12 |
| Feb-2022 | Finance & Accounting | 5.25 | 6.35 |
| Feb-2022 | IT & Security | 5.34 | 5.49 |
| Feb-2022 | Legal, Risk & Compliance | 2.39 | 2.09 |
| Feb-2022 | Marketing & Growth | 21.11 | 15.72 |
| Feb-2022 | Operations & Supply Chain | 0.49 | 1.22 |
| Feb-2022 | People Ops & Talent | 4.84 | 6.20 |
| Feb-2022 | Sales & Revenue | 5.38 | 7.41 |
| Feb-2022 | Unknown | 0.00 | 0.00 |
| Mar-2022 | AI Platforms & Model Ops | 0.04 | 0.01 |
| Mar-2022 | Collaboration & Productivity | 27.21 | 28.74 |
| Mar-2022 | Customer Success & Support | 6.27 | 10.86 |
| Mar-2022 | Data & Analytics | 4.78 | 6.27 |
| Mar-2022 | Engineering & DevOps | 16.59 | 10.32 |
| Mar-2022 | Finance & Accounting | 4.96 | 6.39 |
| Mar-2022 | IT & Security | 5.36 | 5.02 |
| Mar-2022 | Legal, Risk & Compliance | 2.33 | 1.87 |
| Mar-2022 | Marketing & Growth | 20.67 | 16.46 |
| Mar-2022 | Operations & Supply Chain | 0.49 | 1.83 |
| Mar-2022 | People Ops & Talent | 4.64 | 5.69 |
| Mar-2022 | Sales & Revenue | 5.23 | 6.79 |
| Mar-2022 | Unknown | 0.00 | 0.00 |
| Apr-2022 | AI Platforms & Model Ops | 0.05 | 0.02 |
| Apr-2022 | Collaboration & Productivity | 27.95 | 29.57 |
| Apr-2022 | Customer Success & Support | 4.32 | 9.10 |
| Apr-2022 | Data & Analytics | 4.92 | 6.67 |
| Apr-2022 | Engineering & DevOps | 16.92 | 11.18 |
| Apr-2022 | Finance & Accounting | 5.02 | 6.11 |
| Apr-2022 | IT & Security | 5.48 | 4.97 |
| Apr-2022 | Legal, Risk & Compliance | 2.29 | 1.80 |
| Apr-2022 | Marketing & Growth | 21.42 | 18.03 |
| Apr-2022 | Operations & Supply Chain | 0.48 | 1.18 |
| Apr-2022 | People Ops & Talent | 4.49 | 5.57 |
| Apr-2022 | Sales & Revenue | 5.10 | 5.92 |
| Apr-2022 | Unknown | 0.00 | 0.00 |
| May-2022 | AI Platforms & Model Ops | 0.04 | 0.03 |
| May-2022 | Collaboration & Productivity | 27.93 | 29.37 |
| May-2022 | Customer Success & Support | 4.40 | 8.81 |
| May-2022 | Data & Analytics | 4.91 | 7.25 |
| May-2022 | Engineering & DevOps | 16.81 | 11.02 |
| May-2022 | Finance & Accounting | 4.82 | 5.51 |
| May-2022 | IT & Security | 5.64 | 5.21 |
| May-2022 | Legal, Risk & Compliance | 2.37 | 1.92 |
| May-2022 | Marketing & Growth | 21.59 | 17.99 |
| May-2022 | Operations & Supply Chain | 0.52 | 1.13 |
| May-2022 | People Ops & Talent | 4.34 | 5.79 |
| May-2022 | Sales & Revenue | 5.02 | 5.99 |
| May-2022 | Unknown | 0.00 | 0.00 |
| Jun-2022 | AI Platforms & Model Ops | 0.05 | 0.04 |
| Jun-2022 | Collaboration & Productivity | 28.12 | 29.87 |
| Jun-2022 | Customer Success & Support | 4.50 | 8.91 |
| Jun-2022 | Data & Analytics | 4.97 | 6.68 |
| Jun-2022 | Engineering & DevOps | 16.99 | 11.90 |
| Jun-2022 | Finance & Accounting | 4.68 | 5.13 |
| Jun-2022 | IT & Security | 5.57 | 4.77 |
| Jun-2022 | Legal, Risk & Compliance | 2.31 | 2.09 |
| Jun-2022 | Marketing & Growth | 21.44 | 17.59 |
| Jun-2022 | Operations & Supply Chain | 0.53 | 1.35 |
| Jun-2022 | People Ops & Talent | 4.30 | 5.81 |
| Jun-2022 | Sales & Revenue | 4.85 | 5.94 |
| Jun-2022 | Unknown | 0.00 | 0.00 |
| Jul-2022 | AI Platforms & Model Ops | 0.05 | 0.06 |
| Jul-2022 | Collaboration & Productivity | 28.21 | 29.68 |
| Jul-2022 | Customer Success & Support | 4.56 | 9.38 |
| Jul-2022 | Data & Analytics | 5.06 | 7.28 |
| Jul-2022 | Engineering & DevOps | 16.86 | 10.65 |
| Jul-2022 | Finance & Accounting | 4.62 | 4.89 |
| Jul-2022 | IT & Security | 5.61 | 4.71 |
| Jul-2022 | Legal, Risk & Compliance | 2.32 | 1.83 |
| Jul-2022 | Marketing & Growth | 21.31 | 17.98 |
| Jul-2022 | Operations & Supply Chain | 0.57 | 1.30 |
| Jul-2022 | People Ops & Talent | 4.31 | 5.71 |
| Jul-2022 | Sales & Revenue | 4.77 | 6.21 |
| Jul-2022 | Unknown | 0.00 | 0.00 |
| Aug-2022 | AI Platforms & Model Ops | 0.05 | 0.05 |
| Aug-2022 | Collaboration & Productivity | 28.28 | 30.83 |
| Aug-2022 | Customer Success & Support | 4.59 | 8.94 |
| Aug-2022 | Data & Analytics | 4.96 | 7.13 |
| Aug-2022 | Engineering & DevOps | 16.85 | 10.50 |
| Aug-2022 | Finance & Accounting | 4.48 | 4.58 |
| Aug-2022 | IT & Security | 5.55 | 4.49 |
| Aug-2022 | Legal, Risk & Compliance | 2.34 | 1.75 |
| Aug-2022 | Marketing & Growth | 21.58 | 18.58 |
| Aug-2022 | Operations & Supply Chain | 0.56 | 0.72 |
| Aug-2022 | People Ops & Talent | 4.38 | 6.17 |
| Aug-2022 | Sales & Revenue | 4.58 | 5.87 |
| Aug-2022 | Unknown | 0.00 | 0.00 |
| Sep-2022 | AI Platforms & Model Ops | 0.06 | 0.06 |
| Sep-2022 | Collaboration & Productivity | 28.13 | 30.33 |
| Sep-2022 | Customer Success & Support | 4.60 | 8.81 |
| Sep-2022 | Data & Analytics | 4.87 | 7.20 |
| Sep-2022 | Engineering & DevOps | 17.05 | 10.38 |
| Sep-2022 | Finance & Accounting | 4.45 | 4.57 |
| Sep-2022 | IT & Security | 5.59 | 4.52 |
| Sep-2022 | Legal, Risk & Compliance | 2.36 | 1.86 |
| Sep-2022 | Marketing & Growth | 21.55 | 19.54 |
| Sep-2022 | Operations & Supply Chain | 0.63 | 0.89 |
| Sep-2022 | People Ops & Talent | 4.25 | 6.13 |
| Sep-2022 | Sales & Revenue | 4.60 | 5.74 |
| Sep-2022 | Unknown | 0.00 | 0.00 |
| Oct-2022 | AI Platforms & Model Ops | 0.07 | 0.14 |
| Oct-2022 | Collaboration & Productivity | 27.84 | 29.67 |
| Oct-2022 | Customer Success & Support | 4.56 | 8.66 |
| Oct-2022 | Data & Analytics | 4.95 | 7.81 |
| Oct-2022 | Engineering & DevOps | 17.15 | 10.37 |
| Oct-2022 | Finance & Accounting | 4.49 | 4.36 |
| Oct-2022 | IT & Security | 5.66 | 4.60 |
| Oct-2022 | Legal, Risk & Compliance | 2.33 | 1.64 |
| Oct-2022 | Marketing & Growth | 21.61 | 19.17 |
| Oct-2022 | Operations & Supply Chain | 0.65 | 0.89 |
| Oct-2022 | People Ops & Talent | 4.22 | 6.57 |
| Oct-2022 | Sales & Revenue | 4.63 | 5.84 |
| Oct-2022 | Unknown | 0.00 | 0.00 |
| Nov-2022 | AI Platforms & Model Ops | 0.08 | 0.07 |
| Nov-2022 | Collaboration & Productivity | 27.88 | 30.12 |
| Nov-2022 | Customer Success & Support | 4.58 | 8.34 |
| Nov-2022 | Data & Analytics | 5.00 | 7.88 |
| Nov-2022 | Engineering & DevOps | 16.67 | 10.52 |
| Nov-2022 | Finance & Accounting | 4.52 | 4.41 |
| Nov-2022 | IT & Security | 5.71 | 4.57 |
| Nov-2022 | Legal, Risk & Compliance | 2.36 | 1.60 |
| Nov-2022 | Marketing & Growth | 21.81 | 19.52 |
| Nov-2022 | Operations & Supply Chain | 0.68 | 1.01 |
| Nov-2022 | People Ops & Talent | 4.24 | 6.32 |
| Nov-2022 | Sales & Revenue | 4.60 | 5.79 |
| Nov-2022 | Unknown | 0.00 | 0.00 |
| Dec-2022 | AI Platforms & Model Ops | 0.09 | 0.07 |
| Dec-2022 | Collaboration & Productivity | 27.83 | 30.03 |
| Dec-2022 | Customer Success & Support | 4.57 | 8.85 |
| Dec-2022 | Data & Analytics | 5.06 | 8.14 |
| Dec-2022 | Engineering & DevOps | 16.69 | 10.56 |
| Dec-2022 | Finance & Accounting | 4.45 | 4.27 |
| Dec-2022 | IT & Security | 5.74 | 4.70 |
| Dec-2022 | Legal, Risk & Compliance | 2.28 | 1.32 |
| Dec-2022 | Marketing & Growth | 21.93 | 19.41 |
| Dec-2022 | Operations & Supply Chain | 0.76 | 0.98 |
| Dec-2022 | People Ops & Talent | 4.19 | 6.43 |
| Dec-2022 | Sales & Revenue | 4.49 | 5.48 |
| Dec-2022 | Unknown | 0.00 | 0.00 |
| Jan-2023 | AI Platforms & Model Ops | 0.11 | 0.13 |
| Jan-2023 | Collaboration & Productivity | 27.64 | 30.21 |
| Jan-2023 | Customer Success & Support | 4.57 | 8.42 |
| Jan-2023 | Data & Analytics | 5.05 | 7.22 |
| Jan-2023 | Engineering & DevOps | 16.72 | 10.66 |
| Jan-2023 | Finance & Accounting | 4.43 | 4.22 |
| Jan-2023 | IT & Security | 5.73 | 4.93 |
| Jan-2023 | Legal, Risk & Compliance | 2.32 | 1.46 |
| Jan-2023 | Marketing & Growth | 22.11 | 20.01 |
| Jan-2023 | Operations & Supply Chain | 0.75 | 0.92 |
| Jan-2023 | People Ops & Talent | 4.23 | 6.48 |
| Jan-2023 | Sales & Revenue | 4.39 | 5.26 |
| Jan-2023 | Unknown | 0.00 | 0.00 |
| Feb-2023 | AI Platforms & Model Ops | 0.18 | 0.14 |
| Feb-2023 | Collaboration & Productivity | 27.51 | 29.90 |
| Feb-2023 | Customer Success & Support | 4.61 | 8.22 |
| Feb-2023 | Data & Analytics | 5.11 | 7.99 |
| Feb-2023 | Engineering & DevOps | 16.76 | 10.64 |
| Feb-2023 | Finance & Accounting | 4.41 | 4.27 |
| Feb-2023 | IT & Security | 5.65 | 5.01 |
| Feb-2023 | Legal, Risk & Compliance | 2.33 | 1.56 |
| Feb-2023 | Marketing & Growth | 22.10 | 20.10 |
| Feb-2023 | Operations & Supply Chain | 0.82 | 1.00 |
| Feb-2023 | People Ops & Talent | 4.19 | 6.16 |
| Feb-2023 | Sales & Revenue | 4.34 | 5.10 |
| Feb-2023 | Unknown | 0.00 | 0.00 |
| Mar-2023 | AI Platforms & Model Ops | 0.39 | 0.16 |
| Mar-2023 | Collaboration & Productivity | 27.17 | 29.18 |
| Mar-2023 | Customer Success & Support | 4.62 | 8.27 |
| Mar-2023 | Data & Analytics | 5.12 | 8.03 |
| Mar-2023 | Engineering & DevOps | 16.76 | 10.73 |
| Mar-2023 | Finance & Accounting | 4.40 | 4.22 |
| Mar-2023 | IT & Security | 5.80 | 5.22 |
| Mar-2023 | Legal, Risk & Compliance | 2.34 | 1.57 |
| Mar-2023 | Marketing & Growth | 22.05 | 19.69 |
| Mar-2023 | Operations & Supply Chain | 0.85 | 0.84 |
| Mar-2023 | People Ops & Talent | 4.14 | 6.45 |
| Mar-2023 | Sales & Revenue | 4.31 | 5.41 |
| Mar-2023 | Unknown | 0.00 | 0.00 |
| Apr-2023 | AI Platforms & Model Ops | 0.68 | 0.20 |
| Apr-2023 | Collaboration & Productivity | 27.04 | 29.26 |
| Apr-2023 | Customer Success & Support | 4.61 | 8.21 |
| Apr-2023 | Data & Analytics | 5.10 | 7.55 |
| Apr-2023 | Engineering & DevOps | 16.81 | 11.06 |
| Apr-2023 | Finance & Accounting | 4.37 | 4.22 |
| Apr-2023 | IT & Security | 5.72 | 5.13 |
| Apr-2023 | Legal, Risk & Compliance | 2.31 | 1.52 |
| Apr-2023 | Marketing & Growth | 22.01 | 19.68 |
| Apr-2023 | Operations & Supply Chain | 0.87 | 0.93 |
| Apr-2023 | People Ops & Talent | 4.12 | 6.45 |
| Apr-2023 | Sales & Revenue | 4.29 | 5.53 |
| Apr-2023 | Unknown | 0.00 | 0.00 |
| May-2023 | AI Platforms & Model Ops | 0.98 | 0.25 |
| May-2023 | Collaboration & Productivity | 26.80 | 28.72 |
| May-2023 | Customer Success & Support | 4.60 | 8.34 |
| May-2023 | Data & Analytics | 5.09 | 7.95 |
| May-2023 | Engineering & DevOps | 16.87 | 11.47 |
| May-2023 | Finance & Accounting | 4.31 | 4.18 |
| May-2023 | IT & Security | 5.68 | 5.10 |
| May-2023 | Legal, Risk & Compliance | 2.32 | 1.77 |
| May-2023 | Marketing & Growth | 22.03 | 19.36 |
| May-2023 | Operations & Supply Chain | 0.91 | 0.94 |
| May-2023 | People Ops & Talent | 4.05 | 6.12 |
| May-2023 | Sales & Revenue | 4.28 | 5.48 |
| May-2023 | Unknown | 0.00 | 0.00 |
| Jun-2023 | AI Platforms & Model Ops | 1.25 | 0.27 |
| Jun-2023 | Collaboration & Productivity | 26.72 | 28.62 |
| Jun-2023 | Customer Success & Support | 4.55 | 8.62 |
| Jun-2023 | Data & Analytics | 5.02 | 7.88 |
| Jun-2023 | Engineering & DevOps | 16.86 | 11.00 |
| Jun-2023 | Finance & Accounting | 4.32 | 4.02 |
| Jun-2023 | IT & Security | 5.75 | 5.09 |
| Jun-2023 | Legal, Risk & Compliance | 2.29 | 1.76 |
| Jun-2023 | Marketing & Growth | 21.94 | 19.76 |
| Jun-2023 | Operations & Supply Chain | 0.91 | 0.98 |
| Jun-2023 | People Ops & Talent | 4.00 | 6.46 |
| Jun-2023 | Sales & Revenue | 4.29 | 5.36 |
| Jun-2023 | Unknown | 0.00 | 0.00 |
| Jul-2023 | AI Platforms & Model Ops | 1.43 | 0.22 |
| Jul-2023 | Collaboration & Productivity | 27.15 | 29.69 |
| Jul-2023 | Customer Success & Support | 4.23 | 7.90 |
| Jul-2023 | Data & Analytics | 4.94 | 7.75 |
| Jul-2023 | Engineering & DevOps | 17.13 | 11.34 |
| Jul-2023 | Finance & Accounting | 4.43 | 4.37 |
| Jul-2023 | IT & Security | 5.59 | 5.09 |
| Jul-2023 | Legal, Risk & Compliance | 2.21 | 1.87 |
| Jul-2023 | Marketing & Growth | 21.97 | 20.06 |
| Jul-2023 | Operations & Supply Chain | 0.82 | 0.84 |
| Jul-2023 | People Ops & Talent | 3.82 | 5.76 |
| Jul-2023 | Sales & Revenue | 4.14 | 5.15 |
| Jul-2023 | Unknown | 0.00 | 0.00 |
| Aug-2023 | AI Platforms & Model Ops | 1.63 | 0.26 |
| Aug-2023 | Collaboration & Productivity | 26.69 | 29.20 |
| Aug-2023 | Customer Success & Support | 4.27 | 7.92 |
| Aug-2023 | Data & Analytics | 4.94 | 7.44 |
| Aug-2023 | Engineering & DevOps | 17.15 | 11.43 |
| Aug-2023 | Finance & Accounting | 4.44 | 4.36 |
| Aug-2023 | IT & Security | 5.80 | 5.19 |
| Aug-2023 | Legal, Risk & Compliance | 2.25 | 1.98 |
| Aug-2023 | Marketing & Growth | 21.79 | 19.85 |
| Aug-2023 | Operations & Supply Chain | 0.87 | 0.61 |
| Aug-2023 | People Ops & Talent | 3.93 | 6.50 |
| Aug-2023 | Sales & Revenue | 4.10 | 5.04 |
| Aug-2023 | Unknown | 0.00 | 0.00 |
| Sep-2023 | AI Platforms & Model Ops | 1.93 | 0.37 |
| Sep-2023 | Collaboration & Productivity | 26.24 | 28.63 |
| Sep-2023 | Customer Success & Support | 4.31 | 9.13 |
| Sep-2023 | Data & Analytics | 4.91 | 7.43 |
| Sep-2023 | Engineering & DevOps | 17.09 | 11.10 |
| Sep-2023 | Finance & Accounting | 4.52 | 4.41 |
| Sep-2023 | IT & Security | 5.81 | 5.32 |
| Sep-2023 | Legal, Risk & Compliance | 2.25 | 1.73 |
| Sep-2023 | Marketing & Growth | 21.70 | 18.99 |
| Sep-2023 | Operations & Supply Chain | 0.94 | 0.90 |
| Sep-2023 | People Ops & Talent | 3.97 | 6.48 |
| Sep-2023 | Sales & Revenue | 4.19 | 5.19 |
| Sep-2023 | Unknown | 0.00 | 0.00 |
| Oct-2023 | AI Platforms & Model Ops | 2.26 | 0.42 |
| Oct-2023 | Collaboration & Productivity | 26.27 | 28.96 |
| Oct-2023 | Customer Success & Support | 4.25 | 8.75 |
| Oct-2023 | Data & Analytics | 4.93 | 7.51 |
| Oct-2023 | Engineering & DevOps | 17.10 | 11.11 |
| Oct-2023 | Finance & Accounting | 4.52 | 4.34 |
| Oct-2023 | IT & Security | 5.88 | 5.50 |
| Oct-2023 | Legal, Risk & Compliance | 2.20 | 1.73 |
| Oct-2023 | Marketing & Growth | 21.44 | 18.75 |
| Oct-2023 | Operations & Supply Chain | 0.92 | 0.86 |
| Oct-2023 | People Ops & Talent | 3.99 | 6.42 |
| Oct-2023 | Sales & Revenue | 4.07 | 5.04 |
| Oct-2023 | Unknown | 0.00 | 0.00 |
| Nov-2023 | AI Platforms & Model Ops | 2.65 | 0.48 |
| Nov-2023 | Collaboration & Productivity | 26.11 | 29.07 |
| Nov-2023 | Customer Success & Support | 4.20 | 8.89 |
| Nov-2023 | Data & Analytics | 4.88 | 7.14 |
| Nov-2023 | Engineering & DevOps | 17.09 | 11.15 |
| Nov-2023 | Finance & Accounting | 4.53 | 4.29 |
| Nov-2023 | IT & Security | 5.79 | 5.62 |
| Nov-2023 | Legal, Risk & Compliance | 2.17 | 1.76 |
| Nov-2023 | Marketing & Growth | 21.54 | 19.01 |
| Nov-2023 | Operations & Supply Chain | 0.89 | 0.67 |
| Nov-2023 | People Ops & Talent | 3.90 | 6.29 |
| Nov-2023 | Sales & Revenue | 4.01 | 4.86 |
| Nov-2023 | Unknown | 0.00 | 0.00 |
| Dec-2023 | AI Platforms & Model Ops | 3.05 | 0.49 |
| Dec-2023 | Collaboration & Productivity | 25.98 | 29.20 |
| Dec-2023 | Customer Success & Support | 4.18 | 8.60 |
| Dec-2023 | Data & Analytics | 4.84 | 7.09 |
| Dec-2023 | Engineering & DevOps | 16.99 | 11.26 |
| Dec-2023 | Finance & Accounting | 4.59 | 4.38 |
| Dec-2023 | IT & Security | 5.88 | 5.55 |
| Dec-2023 | Legal, Risk & Compliance | 2.15 | 1.75 |
| Dec-2023 | Marketing & Growth | 21.49 | 19.37 |
| Dec-2023 | Operations & Supply Chain | 0.88 | 0.64 |
| Dec-2023 | People Ops & Talent | 3.87 | 5.79 |
| Dec-2023 | Sales & Revenue | 3.91 | 4.83 |
| Dec-2023 | Unknown | 0.00 | 0.00 |
| Jan-2024 | AI Platforms & Model Ops | 3.47 | 0.61 |
| Jan-2024 | Collaboration & Productivity | 25.76 | 29.30 |
| Jan-2024 | Customer Success & Support | 4.12 | 8.52 |
| Jan-2024 | Data & Analytics | 4.81 | 7.14 |
| Jan-2024 | Engineering & DevOps | 16.94 | 11.44 |
| Jan-2024 | Finance & Accounting | 4.67 | 4.36 |
| Jan-2024 | IT & Security | 5.87 | 5.37 |
| Jan-2024 | Legal, Risk & Compliance | 2.12 | 1.70 |
| Jan-2024 | Marketing & Growth | 21.25 | 18.97 |
| Jan-2024 | Operations & Supply Chain | 1.00 | 0.97 |
| Jan-2024 | People Ops & Talent | 3.89 | 5.90 |
| Jan-2024 | Sales & Revenue | 3.81 | 4.88 |
| Jan-2024 | Unknown | 0.00 | 0.00 |
| Feb-2024 | AI Platforms & Model Ops | 3.87 | 0.76 |
| Feb-2024 | Collaboration & Productivity | 25.64 | 29.04 |
| Feb-2024 | Customer Success & Support | 4.07 | 8.82 |
| Feb-2024 | Data & Analytics | 4.75 | 7.14 |
| Feb-2024 | Engineering & DevOps | 16.87 | 11.45 |
| Feb-2024 | Finance & Accounting | 4.66 | 4.17 |
| Feb-2024 | IT & Security | 5.90 | 5.45 |
| Feb-2024 | Legal, Risk & Compliance | 2.13 | 1.84 |
| Feb-2024 | Marketing & Growth | 21.16 | 18.78 |
| Feb-2024 | Operations & Supply Chain | 1.07 | 0.89 |
| Feb-2024 | People Ops & Talent | 3.78 | 5.95 |
| Feb-2024 | Sales & Revenue | 3.81 | 4.56 |
| Feb-2024 | Unknown | 0.00 | 0.00 |
| Mar-2024 | AI Platforms & Model Ops | 4.20 | 0.87 |
| Mar-2024 | Collaboration & Productivity | 25.49 | 29.39 |
| Mar-2024 | Customer Success & Support | 3.95 | 8.38 |
| Mar-2024 | Data & Analytics | 4.70 | 7.00 |
| Mar-2024 | Engineering & DevOps | 16.82 | 11.31 |
| Mar-2024 | Finance & Accounting | 4.69 | 4.14 |
| Mar-2024 | IT & Security | 5.96 | 5.50 |
| Mar-2024 | Legal, Risk & Compliance | 2.13 | 1.75 |
| Mar-2024 | Marketing & Growth | 21.11 | 18.69 |
| Mar-2024 | Operations & Supply Chain | 1.08 | 1.03 |
| Mar-2024 | People Ops & Talent | 3.79 | 6.00 |
| Mar-2024 | Sales & Revenue | 3.79 | 4.56 |
| Mar-2024 | Unknown | 0.00 | 0.00 |
| Apr-2024 | AI Platforms & Model Ops | 4.45 | 1.04 |
| Apr-2024 | Collaboration & Productivity | 25.37 | 29.64 |
| Apr-2024 | Customer Success & Support | 3.89 | 7.94 |
| Apr-2024 | Data & Analytics | 4.68 | 7.26 |
| Apr-2024 | Engineering & DevOps | 16.90 | 11.49 |
| Apr-2024 | Finance & Accounting | 4.72 | 4.14 |
| Apr-2024 | IT & Security | 5.90 | 5.55 |
| Apr-2024 | Legal, Risk & Compliance | 2.10 | 1.48 |
| Apr-2024 | Marketing & Growth | 21.13 | 18.71 |
| Apr-2024 | Operations & Supply Chain | 1.12 | 1.05 |
| Apr-2024 | People Ops & Talent | 3.74 | 5.96 |
| Apr-2024 | Sales & Revenue | 3.70 | 4.52 |
| Apr-2024 | Unknown | 0.00 | 0.00 |
| May-2024 | AI Platforms & Model Ops | 4.66 | 1.13 |
| May-2024 | Collaboration & Productivity | 25.35 | 30.34 |
| May-2024 | Customer Success & Support | 3.80 | 7.90 |
| May-2024 | Data & Analytics | 4.64 | 7.17 |
| May-2024 | Engineering & DevOps | 16.88 | 11.54 |
| May-2024 | Finance & Accounting | 4.74 | 4.07 |
| May-2024 | IT & Security | 5.88 | 5.48 |
| May-2024 | Legal, Risk & Compliance | 2.17 | 1.49 |
| May-2024 | Marketing & Growth | 21.04 | 18.28 |
| May-2024 | Operations & Supply Chain | 1.12 | 1.11 |
| May-2024 | People Ops & Talent | 3.75 | 5.73 |
| May-2024 | Sales & Revenue | 3.66 | 4.48 |
| May-2024 | Unknown | 0.00 | 0.00 |
| Jun-2024 | AI Platforms & Model Ops | 4.85 | 1.21 |
| Jun-2024 | Collaboration & Productivity | 25.20 | 29.97 |
| Jun-2024 | Customer Success & Support | 3.76 | 7.44 |
| Jun-2024 | Data & Analytics | 4.57 | 7.13 |
| Jun-2024 | Engineering & DevOps | 16.83 | 11.23 |
| Jun-2024 | Finance & Accounting | 4.82 | 4.26 |
| Jun-2024 | IT & Security | 5.93 | 5.84 |
| Jun-2024 | Legal, Risk & Compliance | 2.16 | 1.45 |
| Jun-2024 | Marketing & Growth | 20.97 | 18.53 |
| Jun-2024 | Operations & Supply Chain | 1.14 | 1.13 |
| Jun-2024 | People Ops & Talent | 3.73 | 5.92 |
| Jun-2024 | Sales & Revenue | 3.68 | 4.44 |
| Jun-2024 | Unknown | 0.00 | 0.00 |
| Jul-2024 | AI Platforms & Model Ops | 5.03 | 1.30 |
| Jul-2024 | Collaboration & Productivity | 25.26 | 30.61 |
| Jul-2024 | Customer Success & Support | 3.68 | 7.62 |
| Jul-2024 | Data & Analytics | 4.54 | 6.79 |
| Jul-2024 | Engineering & DevOps | 16.94 | 11.51 |
| Jul-2024 | Finance & Accounting | 4.72 | 4.16 |
| Jul-2024 | IT & Security | 5.88 | 5.62 |
| Jul-2024 | Legal, Risk & Compliance | 2.18 | 1.55 |
| Jul-2024 | Marketing & Growth | 21.05 | 18.77 |
| Jul-2024 | Operations & Supply Chain | 1.16 | 1.12 |
| Jul-2024 | People Ops & Talent | 3.61 | 5.62 |
| Jul-2024 | Sales & Revenue | 3.65 | 4.03 |
| Jul-2024 | Unknown | 0.00 | 0.00 |
| Aug-2024 | AI Platforms & Model Ops | 5.17 | 1.37 |
| Aug-2024 | Collaboration & Productivity | 25.16 | 30.61 |
| Aug-2024 | Customer Success & Support | 3.65 | 7.47 |
| Aug-2024 | Data & Analytics | 4.55 | 7.14 |
| Aug-2024 | Engineering & DevOps | 16.88 | 11.55 |
| Aug-2024 | Finance & Accounting | 4.66 | 4.02 |
| Aug-2024 | IT & Security | 5.94 | 5.54 |
| Aug-2024 | Legal, Risk & Compliance | 2.19 | 1.61 |
| Aug-2024 | Marketing & Growth | 21.04 | 18.77 |
| Aug-2024 | Operations & Supply Chain | 1.16 | 1.13 |
| Aug-2024 | People Ops & Talent | 3.57 | 5.40 |
| Aug-2024 | Sales & Revenue | 3.66 | 4.06 |
| Aug-2024 | Unknown | 0.00 | 0.00 |
| Sep-2024 | AI Platforms & Model Ops | 5.29 | 1.44 |
| Sep-2024 | Collaboration & Productivity | 25.04 | 31.01 |
| Sep-2024 | Customer Success & Support | 3.58 | 6.00 |
| Sep-2024 | Data & Analytics | 4.52 | 7.08 |
| Sep-2024 | Engineering & DevOps | 17.05 | 11.83 |
| Sep-2024 | Finance & Accounting | 4.55 | 3.88 |
| Sep-2024 | IT & Security | 5.87 | 5.60 |
| Sep-2024 | Legal, Risk & Compliance | 2.19 | 1.55 |
| Sep-2024 | Marketing & Growth | 21.14 | 19.26 |
| Sep-2024 | Operations & Supply Chain | 1.17 | 1.18 |
| Sep-2024 | People Ops & Talent | 3.57 | 5.51 |
| Sep-2024 | Sales & Revenue | 3.71 | 4.09 |
| Sep-2024 | Unknown | 0.00 | 0.00 |
| Oct-2024 | AI Platforms & Model Ops | 5.42 | 1.57 |
| Oct-2024 | Collaboration & Productivity | 25.04 | 30.87 |
| Oct-2024 | Customer Success & Support | 3.54 | 5.86 |
| Oct-2024 | Data & Analytics | 4.52 | 6.92 |
| Oct-2024 | Engineering & DevOps | 16.89 | 11.54 |
| Oct-2024 | Finance & Accounting | 4.51 | 3.83 |
| Oct-2024 | IT & Security | 5.89 | 5.59 |
| Oct-2024 | Legal, Risk & Compliance | 2.16 | 1.63 |
| Oct-2024 | Marketing & Growth | 21.29 | 19.47 |
| Oct-2024 | Operations & Supply Chain | 1.21 | 1.21 |
| Oct-2024 | People Ops & Talent | 3.48 | 5.65 |
| Oct-2024 | Sales & Revenue | 3.76 | 4.35 |
| Oct-2024 | Unknown | 0.00 | 0.00 |
| Nov-2024 | AI Platforms & Model Ops | 5.47 | 1.62 |
| Nov-2024 | Collaboration & Productivity | 25.11 | 30.94 |
| Nov-2024 | Customer Success & Support | 3.50 | 5.62 |
| Nov-2024 | Data & Analytics | 4.56 | 7.24 |
| Nov-2024 | Engineering & DevOps | 16.82 | 11.57 |
| Nov-2024 | Finance & Accounting | 4.51 | 3.78 |
| Nov-2024 | IT & Security | 5.86 | 5.65 |
| Nov-2024 | Legal, Risk & Compliance | 2.17 | 1.70 |
| Nov-2024 | Marketing & Growth | 21.28 | 19.47 |
| Nov-2024 | Operations & Supply Chain | 1.17 | 1.16 |
| Nov-2024 | People Ops & Talent | 3.46 | 5.58 |
| Nov-2024 | Sales & Revenue | 3.80 | 4.31 |
| Nov-2024 | Unknown | 0.00 | 0.00 |
| Dec-2024 | AI Platforms & Model Ops | 5.52 | 1.76 |
| Dec-2024 | Collaboration & Productivity | 25.18 | 30.87 |
| Dec-2024 | Customer Success & Support | 3.49 | 5.85 |
| Dec-2024 | Data & Analytics | 4.53 | 6.89 |
| Dec-2024 | Engineering & DevOps | 16.76 | 11.48 |
| Dec-2024 | Finance & Accounting | 4.49 | 3.74 |
| Dec-2024 | IT & Security | 5.83 | 5.36 |
| Dec-2024 | Legal, Risk & Compliance | 2.18 | 1.83 |
| Dec-2024 | Marketing & Growth | 21.26 | 19.56 |
| Dec-2024 | Operations & Supply Chain | 1.22 | 1.22 |
| Dec-2024 | People Ops & Talent | 3.40 | 5.65 |
| Dec-2024 | Sales & Revenue | 3.83 | 4.40 |
| Dec-2024 | Unknown | 0.00 | 0.00 |
| Jan-2025 | AI Platforms & Model Ops | 5.58 | 1.89 |
| Jan-2025 | Collaboration & Productivity | 25.18 | 31.16 |
| Jan-2025 | Customer Success & Support | 3.45 | 5.79 |
| Jan-2025 | Data & Analytics | 4.60 | 7.50 |
| Jan-2025 | Engineering & DevOps | 16.75 | 11.24 |
| Jan-2025 | Finance & Accounting | 4.48 | 3.75 |
| Jan-2025 | IT & Security | 5.89 | 5.77 |
| Jan-2025 | Legal, Risk & Compliance | 2.15 | 1.70 |
| Jan-2025 | Marketing & Growth | 21.18 | 19.34 |
| Jan-2025 | Operations & Supply Chain | 1.19 | 1.22 |
| Jan-2025 | People Ops & Talent | 3.33 | 5.43 |
| Jan-2025 | Sales & Revenue | 3.88 | 3.96 |
| Jan-2025 | Unknown | 0.01 | 0.00 |
| Feb-2025 | AI Platforms & Model Ops | 5.68 | 2.02 |
| Feb-2025 | Collaboration & Productivity | 25.18 | 31.30 |
| Feb-2025 | Customer Success & Support | 3.45 | 5.77 |
| Feb-2025 | Data & Analytics | 4.57 | 7.28 |
| Feb-2025 | Engineering & DevOps | 16.88 | 11.72 |
| Feb-2025 | Finance & Accounting | 4.43 | 3.75 |
| Feb-2025 | IT & Security | 5.92 | 5.54 |
| Feb-2025 | Legal, Risk & Compliance | 2.18 | 1.86 |
| Feb-2025 | Marketing & Growth | 21.05 | 19.32 |
| Feb-2025 | Operations & Supply Chain | 1.14 | 1.09 |
| Feb-2025 | People Ops & Talent | 3.27 | 5.07 |
| Feb-2025 | Sales & Revenue | 3.92 | 4.15 |
| Feb-2025 | Unknown | 0.01 | 0.00 |
| Mar-2025 | AI Platforms & Model Ops | 5.82 | 2.16 |
| Mar-2025 | Collaboration & Productivity | 25.11 | 31.39 |
| Mar-2025 | Customer Success & Support | 3.40 | 5.52 |
| Mar-2025 | Data & Analytics | 4.58 | 7.28 |
| Mar-2025 | Engineering & DevOps | 17.04 | 11.46 |
| Mar-2025 | Finance & Accounting | 4.37 | 3.65 |
| Mar-2025 | IT & Security | 5.94 | 5.89 |
| Mar-2025 | Legal, Risk & Compliance | 2.16 | 1.73 |
| Mar-2025 | Marketing & Growth | 21.03 | 19.43 |
| Mar-2025 | Operations & Supply Chain | 1.15 | 1.12 |
| Mar-2025 | People Ops & Talent | 3.26 | 5.25 |
| Mar-2025 | Sales & Revenue | 3.92 | 4.27 |
| Mar-2025 | Unknown | 0.01 | 0.00 |
| Apr-2025 | AI Platforms & Model Ops | 6.06 | 2.33 |
| Apr-2025 | Collaboration & Productivity | 25.02 | 31.55 |
| Apr-2025 | Customer Success & Support | 3.42 | 5.53 |
| Apr-2025 | Data & Analytics | 4.54 | 7.15 |
| Apr-2025 | Engineering & DevOps | 17.20 | 11.64 |
| Apr-2025 | Finance & Accounting | 4.33 | 3.40 |
| Apr-2025 | IT & Security | 5.90 | 5.88 |
| Apr-2025 | Legal, Risk & Compliance | 2.20 | 1.65 |
| Apr-2025 | Marketing & Growth | 20.85 | 19.46 |
| Apr-2025 | Operations & Supply Chain | 1.14 | 1.11 |
| Apr-2025 | People Ops & Talent | 3.22 | 5.17 |
| Apr-2025 | Sales & Revenue | 3.97 | 4.10 |
| Apr-2025 | Unknown | 0.02 | 0.00 |
| May-2025 | AI Platforms & Model Ops | 6.27 | 2.50 |
| May-2025 | Collaboration & Productivity | 24.99 | 32.07 |
| May-2025 | Customer Success & Support | 3.41 | 5.58 |
| May-2025 | Data & Analytics | 4.49 | 7.16 |
| May-2025 | Engineering & DevOps | 17.41 | 11.62 |
| May-2025 | Finance & Accounting | 4.28 | 3.56 |
| May-2025 | IT & Security | 5.88 | 5.63 |
| May-2025 | Legal, Risk & Compliance | 2.21 | 1.77 |
| May-2025 | Marketing & Growth | 20.83 | 19.41 |
| May-2025 | Operations & Supply Chain | 0.95 | 0.90 |
| May-2025 | People Ops & Talent | 3.18 | 4.97 |
| May-2025 | Sales & Revenue | 3.94 | 4.09 |
| May-2025 | Unknown | 0.02 | 0.00 |
| Jun-2025 | AI Platforms & Model Ops | 6.54 | 2.71 |
| Jun-2025 | Collaboration & Productivity | 24.93 | 32.01 |
| Jun-2025 | Customer Success & Support | 3.38 | 5.46 |
| Jun-2025 | Data & Analytics | 4.49 | 7.18 |
| Jun-2025 | Engineering & DevOps | 17.48 | 11.24 |
| Jun-2025 | Finance & Accounting | 4.22 | 3.44 |
| Jun-2025 | IT & Security | 5.81 | 5.79 |
| Jun-2025 | Legal, Risk & Compliance | 2.23 | 1.73 |
| Jun-2025 | Marketing & Growth | 20.62 | 19.26 |
| Jun-2025 | Operations & Supply Chain | 1.09 | 1.02 |
| Jun-2025 | People Ops & Talent | 3.12 | 5.14 |
| Jun-2025 | Sales & Revenue | 3.98 | 4.19 |
| Jun-2025 | Unknown | 0.03 | 0.00 |
| Jul-2025 | AI Platforms & Model Ops | 6.78 | 2.92 |
| Jul-2025 | Collaboration & Productivity | 24.83 | 31.96 |
| Jul-2025 | Customer Success & Support | 3.35 | 5.39 |
| Jul-2025 | Data & Analytics | 4.43 | 7.48 |
| Jul-2025 | Engineering & DevOps | 17.70 | 11.38 |
| Jul-2025 | Finance & Accounting | 4.18 | 3.48 |
| Jul-2025 | IT & Security | 5.78 | 5.33 |
| Jul-2025 | Legal, Risk & Compliance | 2.21 | 1.65 |
| Jul-2025 | Marketing & Growth | 20.47 | 19.08 |
| Jul-2025 | Operations & Supply Chain | 1.07 | 0.99 |
| Jul-2025 | People Ops & Talent | 3.11 | 5.15 |
| Jul-2025 | Sales & Revenue | 4.00 | 4.46 |
| Jul-2025 | Unknown | 0.03 | 0.00 |
| Aug-2025 | AI Platforms & Model Ops | 7.16 | 3.20 |
| Aug-2025 | Collaboration & Productivity | 24.84 | 32.51 |
| Aug-2025 | Customer Success & Support | 3.38 | 5.36 |
| Aug-2025 | Data & Analytics | 4.35 | 7.25 |
| Aug-2025 | Engineering & DevOps | 17.91 | 11.55 |
| Aug-2025 | Finance & Accounting | 4.13 | 3.46 |
| Aug-2025 | IT & Security | 5.73 | 5.75 |
| Aug-2025 | Legal, Risk & Compliance | 2.21 | 1.68 |
| Aug-2025 | Marketing & Growth | 20.39 | 18.57 |
| Aug-2025 | Operations & Supply Chain | 1.03 | 0.91 |
| Aug-2025 | People Ops & Talent | 3.04 | 4.99 |
| Aug-2025 | Sales & Revenue | 3.89 | 4.09 |
| Aug-2025 | Unknown | 0.00 | 0.00 |
| Sep-2025 | AI Platforms & Model Ops | 7.53 | 3.53 |
| Sep-2025 | Collaboration & Productivity | 24.67 | 32.56 |
| Sep-2025 | Customer Success & Support | 3.36 | 5.22 |
| Sep-2025 | Data & Analytics | 4.30 | 7.27 |
| Sep-2025 | Engineering & DevOps | 18.10 | 11.59 |
| Sep-2025 | Finance & Accounting | 4.08 | 3.23 |
| Sep-2025 | IT & Security | 5.72 | 5.67 |
| Sep-2025 | Legal, Risk & Compliance | 2.24 | 1.79 |
| Sep-2025 | Marketing & Growth | 20.18 | 18.41 |
| Sep-2025 | Operations & Supply Chain | 1.04 | 0.95 |
| Sep-2025 | People Ops & Talent | 3.05 | 5.03 |
| Sep-2025 | Sales & Revenue | 3.85 | 4.06 |
| Sep-2025 | Unknown | 0.00 | 0.00 |
| Oct-2025 | AI Platforms & Model Ops | 7.87 | 3.83 |
| Oct-2025 | Collaboration & Productivity | 24.60 | 32.57 |
| Oct-2025 | Customer Success & Support | 3.32 | 5.17 |
| Oct-2025 | Data & Analytics | 4.22 | 6.95 |
| Oct-2025 | Engineering & DevOps | 18.30 | 11.86 |
| Oct-2025 | Finance & Accounting | 4.00 | 3.28 |
| Oct-2025 | IT & Security | 5.64 | 5.58 |
| Oct-2025 | Legal, Risk & Compliance | 2.25 | 1.72 |
| Oct-2025 | Marketing & Growth | 20.04 | 18.32 |
| Oct-2025 | Operations & Supply Chain | 1.02 | 0.99 |
| Oct-2025 | People Ops & Talent | 3.01 | 4.97 |
| Oct-2025 | Sales & Revenue | 3.85 | 4.05 |
| Oct-2025 | Unknown | 0.00 | 0.00 |
| Nov-2025 | AI Platforms & Model Ops | 8.31 | 4.19 |
| Nov-2025 | Collaboration & Productivity | 24.43 | 32.39 |
| Nov-2025 | Customer Success & Support | 3.30 | 5.05 |
| Nov-2025 | Data & Analytics | 4.20 | 7.50 |
| Nov-2025 | Engineering & DevOps | 18.56 | 12.14 |
| Nov-2025 | Finance & Accounting | 3.94 | 3.18 |
| Nov-2025 | IT & Security | 5.55 | 5.24 |
| Nov-2025 | Legal, Risk & Compliance | 2.31 | 1.97 |
| Nov-2025 | Marketing & Growth | 19.95 | 18.06 |
| Nov-2025 | Operations & Supply Chain | 0.98 | 0.93 |
| Nov-2025 | People Ops & Talent | 2.94 | 4.71 |
| Nov-2025 | Sales & Revenue | 3.76 | 3.93 |
| Nov-2025 | Unknown | 0.03 | 0.00 |
| Dec-2025 | AI Platforms & Model Ops | 8.72 | 4.43 |
| Dec-2025 | Collaboration & Productivity | 24.20 | 32.02 |
| Dec-2025 | Customer Success & Support | 3.33 | 5.00 |
| Dec-2025 | Data & Analytics | 4.13 | 7.20 |
| Dec-2025 | Engineering & DevOps | 18.79 | 12.42 |
| Dec-2025 | Finance & Accounting | 3.87 | 3.18 |
| Dec-2025 | IT & Security | 5.49 | 5.56 |
| Dec-2025 | Legal, Risk & Compliance | 2.30 | 1.62 |
| Dec-2025 | Marketing & Growth | 19.74 | 17.73 |
| Dec-2025 | Operations & Supply Chain | 1.01 | 1.07 |
| Dec-2025 | People Ops & Talent | 2.94 | 4.59 |
| Dec-2025 | Sales & Revenue | 3.77 | 4.10 |
| Dec-2025 | Unknown | 0.00 | 0.00 |
| Jan-2026 | AI Platforms & Model Ops | 9.38 | 4.85 |
| Jan-2026 | Collaboration & Productivity | 23.90 | 32.48 |
| Jan-2026 | Customer Success & Support | 3.26 | 4.75 |
| Jan-2026 | Data & Analytics | 3.98 | 6.70 |
| Jan-2026 | Engineering & DevOps | 18.99 | 12.37 |
| Jan-2026 | Finance & Accounting | 3.86 | 3.19 |
| Jan-2026 | IT & Security | 5.46 | 4.95 |
| Jan-2026 | Legal, Risk & Compliance | 2.32 | 1.64 |
| Jan-2026 | Marketing & Growth | 19.59 | 18.29 |
| Jan-2026 | Operations & Supply Chain | 1.03 | 1.12 |
| Jan-2026 | People Ops & Talent | 2.92 | 4.99 |
| Jan-2026 | Sales & Revenue | 3.72 | 4.01 |
| Jan-2026 | Unknown | 0.00 | 0.00 |
| Feb-2026 | AI Platforms & Model Ops | 10.28 | 5.32 |
| Feb-2026 | Collaboration & Productivity | 23.54 | 32.34 |
| Feb-2026 | Customer Success & Support | 3.24 | 4.70 |
| Feb-2026 | Data & Analytics | 3.91 | 6.91 |
| Feb-2026 | Engineering & DevOps | 19.11 | 12.52 |
| Feb-2026 | Finance & Accounting | 3.77 | 2.95 |
| Feb-2026 | IT & Security | 5.35 | 4.82 |
| Feb-2026 | Legal, Risk & Compliance | 2.36 | 1.95 |
| Feb-2026 | Marketing & Growth | 19.13 | 17.55 |
| Feb-2026 | Operations & Supply Chain | 1.05 | 1.15 |
| Feb-2026 | People Ops & Talent | 2.84 | 4.67 |
| Feb-2026 | Sales & Revenue | 3.68 | 4.04 |
| Feb-2026 | Unknown | 0.00 | 0.00 |
| Mar-2026 | AI Platforms & Model Ops | 11.58 | 6.18 |
| Mar-2026 | Collaboration & Productivity | 23.06 | 31.71 |
| Mar-2026 | Customer Success & Support | 3.09 | 4.46 |
| Mar-2026 | Data & Analytics | 3.81 | 6.49 |
| Mar-2026 | Engineering & DevOps | 19.11 | 12.88 |
| Mar-2026 | Finance & Accounting | 3.69 | 3.00 |
| Mar-2026 | IT & Security | 5.22 | 4.90 |
| Mar-2026 | Legal, Risk & Compliance | 2.36 | 1.77 |
| Mar-2026 | Marketing & Growth | 18.86 | 17.65 |
| Mar-2026 | Operations & Supply Chain | 1.06 | 1.31 |
| Mar-2026 | People Ops & Talent | 2.81 | 4.70 |
| Mar-2026 | Sales & Revenue | 3.67 | 4.00 |
| Mar-2026 | Unknown | 0.03 | 0.00 |
| Apr-2026 | AI Platforms & Model Ops | 12.93 | 7.11 |
| Apr-2026 | Collaboration & Productivity | 22.58 | 31.42 |
| Apr-2026 | Customer Success & Support | 3.01 | 4.34 |
| Apr-2026 | Data & Analytics | 3.78 | 6.48 |
| Apr-2026 | Engineering & DevOps | 19.13 | 13.06 |
| Apr-2026 | Finance & Accounting | 3.67 | 3.06 |
| Apr-2026 | IT & Security | 5.14 | 4.72 |
| Apr-2026 | Legal, Risk & Compliance | 2.31 | 1.76 |
| Apr-2026 | Marketing & Growth | 18.42 | 17.23 |
| Apr-2026 | Operations & Supply Chain | 1.03 | 1.20 |
| Apr-2026 | People Ops & Talent | 2.77 | 4.66 |
| Apr-2026 | Sales & Revenue | 3.53 | 3.98 |
| Apr-2026 | Unknown | 0.00 | 0.00 |
| May-2026 | AI Platforms & Model Ops | 14.16 | 7.99 |
| May-2026 | Collaboration & Productivity | 22.14 | 30.48 |
| May-2026 | Customer Success & Support | 2.96 | 4.24 |
| May-2026 | Data & Analytics | 3.70 | 6.39 |
| May-2026 | Engineering & DevOps | 19.17 | 13.44 |
| May-2026 | Finance & Accounting | 3.57 | 2.88 |
| May-2026 | IT & Security | 5.07 | 4.95 |
| May-2026 | Legal, Risk & Compliance | 2.28 | 1.77 |
| May-2026 | Marketing & Growth | 18.14 | 16.79 |
| May-2026 | Operations & Supply Chain | 1.02 | 1.22 |
| May-2026 | People Ops & Talent | 2.70 | 4.53 |
| May-2026 | Sales & Revenue | 3.43 | 3.96 |
| May-2026 | Unknown | 0.00 | 0.00 |
| Jun-2026 | AI Platforms & Model Ops | 15.32 | 8.97 |
| Jun-2026 | Collaboration & Productivity | 21.84 | 30.06 |
| Jun-2026 | Customer Success & Support | 2.92 | 4.52 |
| Jun-2026 | Data & Analytics | 3.64 | 6.27 |
| Jun-2026 | Engineering & DevOps | 19.12 | 13.74 |
| Jun-2026 | Finance & Accounting | 3.55 | 3.09 |
| Jun-2026 | IT & Security | 4.95 | 4.77 |
| Jun-2026 | Legal, Risk & Compliance | 2.25 | 1.63 |
| Jun-2026 | Marketing & Growth | 17.95 | 16.66 |
| Jun-2026 | Operations & Supply Chain | 0.94 | 1.22 |
| Jun-2026 | People Ops & Talent | 2.64 | 4.33 |
| Jun-2026 | Sales & Revenue | 3.35 | 3.76 |
| Jun-2026 | Unknown | 0.00 | 0.00 |
| Jul-2026 | AI Platforms & Model Ops | 16.50 | 10.02 |
| Jul-2026 | Collaboration & Productivity | 21.50 | 29.60 |
| Jul-2026 | Customer Success & Support | 2.86 | 4.35 |
| Jul-2026 | Data & Analytics | 3.59 | 6.34 |
| Jul-2026 | Engineering & DevOps | 19.04 | 13.72 |
| Jul-2026 | Finance & Accounting | 3.45 | 2.75 |
| Jul-2026 | IT & Security | 4.90 | 4.92 |
| Jul-2026 | Legal, Risk & Compliance | 2.22 | 1.55 |
| Jul-2026 | Marketing & Growth | 17.64 | 16.22 |
| Jul-2026 | Operations & Supply Chain | 0.93 | 1.16 |
| Jul-2026 | People Ops & Talent | 2.60 | 4.33 |
| Jul-2026 | Sales & Revenue | 3.32 | 4.05 |
| Jul-2026 | Unknown | 0.00 | 0.00 |
| Aug-2026 | AI Platforms & Model Ops | 17.41 | 11.08 |
| Aug-2026 | Collaboration & Productivity | 21.22 | 28.66 |
| Aug-2026 | Customer Success & Support | 2.74 | 4.18 |
| Aug-2026 | Data & Analytics | 3.59 | 6.65 |
| Aug-2026 | Engineering & DevOps | 19.10 | 13.80 |
| Aug-2026 | Finance & Accounting | 3.35 | 2.72 |
| Aug-2026 | IT & Security | 4.88 | 4.68 |
| Aug-2026 | Legal, Risk & Compliance | 2.22 | 1.61 |
| Aug-2026 | Marketing & Growth | 17.58 | 16.37 |
| Aug-2026 | Operations & Supply Chain | 0.68 | 1.02 |
| Aug-2026 | People Ops & Talent | 2.56 | 4.22 |
| Aug-2026 | Sales & Revenue | 3.33 | 4.09 |
| Aug-2026 | Unknown | 0.00 | 0.00 |
| Sep-2026 | AI Platforms & Model Ops | 18.81 | 12.47 |
| Sep-2026 | Collaboration & Productivity | 21.07 | 27.99 |
| Sep-2026 | Customer Success & Support | 2.67 | 4.16 |
| Sep-2026 | Data & Analytics | 3.46 | 6.38 |
| Sep-2026 | Engineering & DevOps | 18.96 | 13.99 |
| Sep-2026 | Finance & Accounting | 3.29 | 2.83 |
| Sep-2026 | IT & Security | 4.80 | 4.85 |
| Sep-2026 | Legal, Risk & Compliance | 2.14 | 1.40 |
| Sep-2026 | Marketing & Growth | 17.19 | 16.14 |
| Sep-2026 | Operations & Supply Chain | 0.58 | 0.85 |
| Sep-2026 | People Ops & Talent | 2.47 | 4.06 |
| Sep-2026 | Sales & Revenue | 3.27 | 3.97 |
| Sep-2026 | Unknown | 0.00 | 0.00 |
| Oct-2026 | AI Platforms & Model Ops | 20.26 | 13.91 |
| Oct-2026 | Collaboration & Productivity | 21.21 | 29.01 |
| Oct-2026 | Customer Success & Support | 2.55 | 3.95 |
| Oct-2026 | Data & Analytics | 3.37 | 6.30 |
| Oct-2026 | Engineering & DevOps | 18.87 | 14.07 |
| Oct-2026 | Finance & Accounting | 3.20 | 2.31 |
| Oct-2026 | IT & Security | 4.65 | 4.73 |
| Oct-2026 | Legal, Risk & Compliance | 2.08 | 1.30 |
| Oct-2026 | Marketing & Growth | 16.64 | 15.32 |
| Oct-2026 | Operations & Supply Chain | 0.46 | 0.69 |
| Oct-2026 | People Ops & Talent | 2.36 | 3.75 |
| Oct-2026 | Sales & Revenue | 3.02 | 3.78 |
| Oct-2026 | Unknown | 0.00 | 0.00 |
| Month | Team | Popularity share (%) | Spend share (%) |
|---|---|---|---|
| Jan-2022 | Cross-functional | 10.34 | 10.53 |
| Jan-2022 | Customer Success / Support | 4.30 | 10.54 |
| Jan-2022 | Data / AI | 1.67 | 2.44 |
| Jan-2022 | Engineering | 19.45 | 19.30 |
| Jan-2022 | Executive Leadership | 0.43 | 0.12 |
| Jan-2022 | Finance | 5.53 | 7.38 |
| Jan-2022 | IT / Ops | 9.73 | 8.00 |
| Jan-2022 | Legal / Compliance | 2.23 | 1.60 |
| Jan-2022 | Marketing / Growth | 18.37 | 10.84 |
| Jan-2022 | People / HR | 5.52 | 5.46 |
| Jan-2022 | Product Management | 10.67 | 9.97 |
| Jan-2022 | Sales / RevOps | 10.17 | 12.88 |
| Feb-2022 | Cross-functional | 10.33 | 10.50 |
| Feb-2022 | Customer Success / Support | 4.35 | 10.10 |
| Feb-2022 | Data / AI | 1.64 | 2.20 |
| Feb-2022 | Engineering | 19.46 | 19.21 |
| Feb-2022 | Executive Leadership | 0.41 | 0.11 |
| Feb-2022 | Finance | 5.50 | 6.53 |
| Feb-2022 | IT / Ops | 9.71 | 7.18 |
| Feb-2022 | Legal / Compliance | 2.11 | 2.14 |
| Feb-2022 | Marketing / Growth | 18.39 | 11.13 |
| Feb-2022 | People / HR | 5.63 | 6.39 |
| Feb-2022 | Product Management | 10.83 | 10.79 |
| Feb-2022 | Sales / RevOps | 10.14 | 13.72 |
| Mar-2022 | Cross-functional | 10.06 | 10.85 |
| Mar-2022 | Customer Success / Support | 4.25 | 10.14 |
| Mar-2022 | Data / AI | 1.61 | 2.11 |
| Mar-2022 | Engineering | 19.00 | 17.98 |
| Mar-2022 | Executive Leadership | 0.38 | 0.11 |
| Mar-2022 | Finance | 5.23 | 6.53 |
| Mar-2022 | IT / Ops | 9.71 | 7.64 |
| Mar-2022 | Legal / Compliance | 2.07 | 1.96 |
| Mar-2022 | Marketing / Growth | 18.05 | 11.04 |
| Mar-2022 | People / HR | 5.43 | 5.88 |
| Mar-2022 | Product Management | 12.83 | 11.88 |
| Mar-2022 | Sales / RevOps | 9.96 | 14.09 |
| Apr-2022 | Cross-functional | 10.29 | 11.28 |
| Apr-2022 | Customer Success / Support | 4.26 | 9.56 |
| Apr-2022 | Data / AI | 1.80 | 2.49 |
| Apr-2022 | Engineering | 19.51 | 18.47 |
| Apr-2022 | Executive Leadership | 0.30 | 0.11 |
| Apr-2022 | Finance | 5.33 | 6.32 |
| Apr-2022 | IT / Ops | 9.70 | 6.96 |
| Apr-2022 | Legal / Compliance | 2.09 | 1.73 |
| Apr-2022 | Marketing / Growth | 18.65 | 10.89 |
| Apr-2022 | People / HR | 5.30 | 5.77 |
| Apr-2022 | Product Management | 11.21 | 11.42 |
| Apr-2022 | Sales / RevOps | 10.00 | 15.13 |
| May-2022 | Cross-functional | 10.17 | 10.98 |
| May-2022 | Customer Success / Support | 4.28 | 9.05 |
| May-2022 | Data / AI | 1.82 | 2.70 |
| May-2022 | Engineering | 19.56 | 18.33 |
| May-2022 | Executive Leadership | 0.34 | 0.12 |
| May-2022 | Finance | 5.13 | 5.68 |
| May-2022 | IT / Ops | 9.80 | 7.32 |
| May-2022 | Legal / Compliance | 2.13 | 2.02 |
| May-2022 | Marketing / Growth | 18.76 | 11.00 |
| May-2022 | People / HR | 5.16 | 6.17 |
| May-2022 | Product Management | 11.28 | 11.79 |
| May-2022 | Sales / RevOps | 9.94 | 14.86 |
| Jun-2022 | Cross-functional | 10.11 | 11.05 |
| Jun-2022 | Customer Success / Support | 4.31 | 9.06 |
| Jun-2022 | Data / AI | 1.78 | 2.54 |
| Jun-2022 | Engineering | 19.94 | 19.34 |
| Jun-2022 | Executive Leadership | 0.30 | 0.12 |
| Jun-2022 | Finance | 5.00 | 5.29 |
| Jun-2022 | IT / Ops | 9.75 | 7.25 |
| Jun-2022 | Legal / Compliance | 2.12 | 2.18 |
| Jun-2022 | Marketing / Growth | 18.90 | 11.16 |
| Jun-2022 | People / HR | 5.14 | 6.18 |
| Jun-2022 | Product Management | 11.40 | 11.60 |
| Jun-2022 | Sales / RevOps | 9.55 | 14.30 |
| Jul-2022 | Cross-functional | 10.17 | 11.19 |
| Jul-2022 | Customer Success / Support | 4.36 | 9.33 |
| Jul-2022 | Data / AI | 1.84 | 2.74 |
| Jul-2022 | Engineering | 20.03 | 18.59 |
| Jul-2022 | Executive Leadership | 0.28 | 0.11 |
| Jul-2022 | Finance | 4.91 | 5.08 |
| Jul-2022 | IT / Ops | 9.75 | 7.36 |
| Jul-2022 | Legal / Compliance | 2.13 | 1.90 |
| Jul-2022 | Marketing / Growth | 18.88 | 11.20 |
| Jul-2022 | People / HR | 5.14 | 6.03 |
| Jul-2022 | Product Management | 11.42 | 11.42 |
| Jul-2022 | Sales / RevOps | 9.34 | 14.73 |
| Aug-2022 | Cross-functional | 10.18 | 12.05 |
| Aug-2022 | Customer Success / Support | 4.42 | 9.10 |
| Aug-2022 | Data / AI | 1.77 | 2.65 |
| Aug-2022 | Engineering | 20.21 | 18.48 |
| Aug-2022 | Executive Leadership | 0.28 | 0.12 |
| Aug-2022 | Finance | 4.77 | 4.74 |
| Aug-2022 | IT / Ops | 9.56 | 6.66 |
| Aug-2022 | Legal / Compliance | 2.15 | 1.83 |
| Aug-2022 | Marketing / Growth | 19.19 | 10.91 |
| Aug-2022 | People / HR | 5.16 | 6.43 |
| Aug-2022 | Product Management | 11.52 | 11.62 |
| Aug-2022 | Sales / RevOps | 8.98 | 15.04 |
| Sep-2022 | Cross-functional | 9.98 | 11.72 |
| Sep-2022 | Customer Success / Support | 4.41 | 8.96 |
| Sep-2022 | Data / AI | 1.71 | 2.53 |
| Sep-2022 | Engineering | 20.57 | 18.56 |
| Sep-2022 | Executive Leadership | 0.28 | 0.14 |
| Sep-2022 | Finance | 4.75 | 4.73 |
| Sep-2022 | IT / Ops | 9.58 | 6.78 |
| Sep-2022 | Legal / Compliance | 2.16 | 1.92 |
| Sep-2022 | Marketing / Growth | 19.36 | 11.18 |
| Sep-2022 | People / HR | 5.01 | 6.37 |
| Sep-2022 | Product Management | 11.52 | 11.48 |
| Sep-2022 | Sales / RevOps | 8.81 | 15.66 |
| Oct-2022 | Cross-functional | 9.93 | 11.54 |
| Oct-2022 | Customer Success / Support | 4.39 | 8.90 |
| Oct-2022 | Data / AI | 1.73 | 2.63 |
| Oct-2022 | Engineering | 20.75 | 18.84 |
| Oct-2022 | Executive Leadership | 0.27 | 0.15 |
| Oct-2022 | Finance | 4.81 | 4.56 |
| Oct-2022 | IT / Ops | 9.62 | 6.93 |
| Oct-2022 | Legal / Compliance | 2.14 | 1.66 |
| Oct-2022 | Marketing / Growth | 19.50 | 10.93 |
| Oct-2022 | People / HR | 4.92 | 6.78 |
| Oct-2022 | Product Management | 11.49 | 11.30 |
| Oct-2022 | Sales / RevOps | 8.60 | 15.51 |
| Nov-2022 | Cross-functional | 9.91 | 11.50 |
| Nov-2022 | Customer Success / Support | 4.39 | 8.67 |
| Nov-2022 | Data / AI | 1.76 | 2.62 |
| Nov-2022 | Engineering | 21.02 | 19.29 |
| Nov-2022 | Executive Leadership | 0.26 | 0.14 |
| Nov-2022 | Finance | 4.87 | 4.62 |
| Nov-2022 | IT / Ops | 9.05 | 7.14 |
| Nov-2022 | Legal / Compliance | 2.17 | 1.64 |
| Nov-2022 | Marketing / Growth | 19.74 | 11.35 |
| Nov-2022 | People / HR | 4.94 | 6.55 |
| Nov-2022 | Product Management | 11.56 | 11.56 |
| Nov-2022 | Sales / RevOps | 8.44 | 15.10 |
| Dec-2022 | Cross-functional | 9.87 | 11.37 |
| Dec-2022 | Customer Success / Support | 4.37 | 9.20 |
| Dec-2022 | Data / AI | 1.80 | 2.68 |
| Dec-2022 | Engineering | 21.16 | 19.61 |
| Dec-2022 | Executive Leadership | 0.26 | 0.18 |
| Dec-2022 | Finance | 4.80 | 4.47 |
| Dec-2022 | IT / Ops | 9.10 | 7.08 |
| Dec-2022 | Legal / Compliance | 2.09 | 1.36 |
| Dec-2022 | Marketing / Growth | 19.88 | 11.58 |
| Dec-2022 | People / HR | 4.88 | 6.62 |
| Dec-2022 | Product Management | 11.60 | 11.58 |
| Dec-2022 | Sales / RevOps | 8.27 | 14.50 |
| Jan-2023 | Cross-functional | 9.85 | 11.60 |
| Jan-2023 | Customer Success / Support | 4.30 | 8.64 |
| Jan-2023 | Data / AI | 1.81 | 2.78 |
| Jan-2023 | Engineering | 21.22 | 20.01 |
| Jan-2023 | Executive Leadership | 0.26 | 0.18 |
| Jan-2023 | Finance | 4.80 | 4.42 |
| Jan-2023 | IT / Ops | 9.11 | 7.22 |
| Jan-2023 | Legal / Compliance | 2.12 | 1.47 |
| Jan-2023 | Marketing / Growth | 20.08 | 11.94 |
| Jan-2023 | People / HR | 4.90 | 6.68 |
| Jan-2023 | Product Management | 11.57 | 10.94 |
| Jan-2023 | Sales / RevOps | 8.04 | 14.03 |
| Feb-2023 | Cross-functional | 9.82 | 11.35 |
| Feb-2023 | Customer Success / Support | 4.28 | 8.39 |
| Feb-2023 | Data / AI | 1.89 | 2.74 |
| Feb-2023 | Engineering | 21.29 | 20.27 |
| Feb-2023 | Executive Leadership | 0.26 | 0.19 |
| Feb-2023 | Finance | 4.82 | 4.52 |
| Feb-2023 | IT / Ops | 9.08 | 7.25 |
| Feb-2023 | Legal / Compliance | 2.14 | 1.57 |
| Feb-2023 | Marketing / Growth | 20.17 | 12.33 |
| Feb-2023 | People / HR | 4.83 | 6.35 |
| Feb-2023 | Product Management | 11.51 | 11.42 |
| Feb-2023 | Sales / RevOps | 7.94 | 13.72 |
| Mar-2023 | Cross-functional | 9.76 | 11.01 |
| Mar-2023 | Customer Success / Support | 4.26 | 8.43 |
| Mar-2023 | Data / AI | 2.08 | 2.67 |
| Mar-2023 | Engineering | 21.31 | 20.31 |
| Mar-2023 | Executive Leadership | 0.25 | 0.19 |
| Mar-2023 | Finance | 4.81 | 4.46 |
| Mar-2023 | IT / Ops | 9.27 | 7.28 |
| Mar-2023 | Legal / Compliance | 2.15 | 1.53 |
| Mar-2023 | Marketing / Growth | 20.08 | 11.86 |
| Mar-2023 | People / HR | 4.77 | 6.78 |
| Mar-2023 | Product Management | 11.41 | 11.35 |
| Mar-2023 | Sales / RevOps | 7.80 | 13.91 |
| Apr-2023 | Cross-functional | 9.81 | 11.14 |
| Apr-2023 | Customer Success / Support | 4.22 | 8.27 |
| Apr-2023 | Data / AI | 2.31 | 2.60 |
| Apr-2023 | Engineering | 21.35 | 20.90 |
| Apr-2023 | Executive Leadership | 0.24 | 0.16 |
| Apr-2023 | Finance | 4.78 | 4.45 |
| Apr-2023 | IT / Ops | 9.18 | 7.23 |
| Apr-2023 | Legal / Compliance | 2.13 | 1.48 |
| Apr-2023 | Marketing / Growth | 20.11 | 12.14 |
| Apr-2023 | People / HR | 4.74 | 6.77 |
| Apr-2023 | Product Management | 11.36 | 10.80 |
| Apr-2023 | Sales / RevOps | 7.70 | 13.79 |
| May-2023 | Cross-functional | 9.79 | 10.96 |
| May-2023 | Customer Success / Support | 4.20 | 8.40 |
| May-2023 | Data / AI | 2.58 | 2.51 |
| May-2023 | Engineering | 21.38 | 21.15 |
| May-2023 | Executive Leadership | 0.24 | 0.18 |
| May-2023 | Finance | 4.73 | 4.46 |
| May-2023 | IT / Ops | 9.18 | 7.22 |
| May-2023 | Legal / Compliance | 2.14 | 1.73 |
| May-2023 | Marketing / Growth | 20.12 | 11.73 |
| May-2023 | People / HR | 4.65 | 6.46 |
| May-2023 | Product Management | 11.30 | 11.17 |
| May-2023 | Sales / RevOps | 7.59 | 13.70 |
| Jun-2023 | Cross-functional | 9.89 | 11.16 |
| Jun-2023 | Customer Success / Support | 4.15 | 8.70 |
| Jun-2023 | Data / AI | 2.78 | 2.48 |
| Jun-2023 | Engineering | 21.38 | 20.74 |
| Jun-2023 | Executive Leadership | 0.24 | 0.18 |
| Jun-2023 | Finance | 4.77 | 4.30 |
| Jun-2023 | IT / Ops | 9.19 | 7.38 |
| Jun-2023 | Legal / Compliance | 2.10 | 1.72 |
| Jun-2023 | Marketing / Growth | 20.03 | 11.95 |
| Jun-2023 | People / HR | 4.59 | 6.82 |
| Jun-2023 | Product Management | 11.25 | 10.71 |
| Jun-2023 | Sales / RevOps | 7.55 | 13.69 |
| Jul-2023 | Cross-functional | 10.27 | 11.84 |
| Jul-2023 | Customer Success / Support | 3.92 | 8.03 |
| Jul-2023 | Data / AI | 2.95 | 2.45 |
| Jul-2023 | Engineering | 21.66 | 21.19 |
| Jul-2023 | Executive Leadership | 0.23 | 0.16 |
| Jul-2023 | Finance | 4.83 | 4.62 |
| Jul-2023 | IT / Ops | 8.95 | 7.37 |
| Jul-2023 | Legal / Compliance | 2.01 | 1.77 |
| Jul-2023 | Marketing / Growth | 19.70 | 11.87 |
| Jul-2023 | People / HR | 4.40 | 6.12 |
| Jul-2023 | Product Management | 11.46 | 10.84 |
| Jul-2023 | Sales / RevOps | 7.49 | 13.78 |
| Aug-2023 | Cross-functional | 10.13 | 11.66 |
| Aug-2023 | Customer Success / Support | 3.90 | 8.04 |
| Aug-2023 | Data / AI | 3.13 | 2.45 |
| Aug-2023 | Engineering | 21.62 | 21.29 |
| Aug-2023 | Executive Leadership | 0.23 | 0.17 |
| Aug-2023 | Finance | 4.86 | 4.63 |
| Aug-2023 | IT / Ops | 9.18 | 7.06 |
| Aug-2023 | Legal / Compliance | 2.04 | 1.88 |
| Aug-2023 | Marketing / Growth | 19.74 | 12.12 |
| Aug-2023 | People / HR | 4.50 | 6.88 |
| Aug-2023 | Product Management | 11.16 | 10.27 |
| Aug-2023 | Sales / RevOps | 7.36 | 13.33 |
| Sep-2023 | Cross-functional | 9.98 | 11.63 |
| Sep-2023 | Customer Success / Support | 3.88 | 9.22 |
| Sep-2023 | Data / AI | 3.39 | 2.40 |
| Sep-2023 | Engineering | 21.13 | 20.47 |
| Sep-2023 | Executive Leadership | 0.21 | 0.17 |
| Sep-2023 | Finance | 5.03 | 4.80 |
| Sep-2023 | IT / Ops | 9.49 | 7.45 |
| Sep-2023 | Legal / Compliance | 2.07 | 1.71 |
| Sep-2023 | Marketing / Growth | 19.82 | 11.94 |
| Sep-2023 | People / HR | 4.57 | 6.87 |
| Sep-2023 | Product Management | 10.97 | 10.35 |
| Sep-2023 | Sales / RevOps | 7.33 | 12.69 |
| Oct-2023 | Cross-functional | 10.10 | 11.90 |
| Oct-2023 | Customer Success / Support | 3.81 | 8.84 |
| Oct-2023 | Data / AI | 3.76 | 2.44 |
| Oct-2023 | Engineering | 21.20 | 20.42 |
| Oct-2023 | Executive Leadership | 0.21 | 0.16 |
| Oct-2023 | Finance | 5.03 | 4.62 |
| Oct-2023 | IT / Ops | 9.46 | 7.60 |
| Oct-2023 | Legal / Compliance | 2.02 | 1.69 |
| Oct-2023 | Marketing / Growth | 19.53 | 11.90 |
| Oct-2023 | People / HR | 4.60 | 6.84 |
| Oct-2023 | Product Management | 10.93 | 10.57 |
| Oct-2023 | Sales / RevOps | 7.18 | 12.42 |
| Nov-2023 | Cross-functional | 10.20 | 12.23 |
| Nov-2023 | Customer Success / Support | 3.79 | 9.00 |
| Nov-2023 | Data / AI | 4.11 | 2.40 |
| Nov-2023 | Engineering | 21.22 | 20.54 |
| Nov-2023 | Executive Leadership | 0.21 | 0.18 |
| Nov-2023 | Finance | 5.05 | 4.59 |
| Nov-2023 | IT / Ops | 9.29 | 7.52 |
| Nov-2023 | Legal / Compliance | 1.99 | 1.74 |
| Nov-2023 | Marketing / Growth | 19.48 | 11.89 |
| Nov-2023 | People / HR | 4.49 | 6.68 |
| Nov-2023 | Product Management | 10.81 | 10.11 |
| Nov-2023 | Sales / RevOps | 7.12 | 12.34 |
| Dec-2023 | Cross-functional | 10.27 | 12.56 |
| Dec-2023 | Customer Success / Support | 3.76 | 8.69 |
| Dec-2023 | Data / AI | 4.46 | 2.32 |
| Dec-2023 | Engineering | 21.28 | 20.46 |
| Dec-2023 | Executive Leadership | 0.20 | 0.15 |
| Dec-2023 | Finance | 5.10 | 4.65 |
| Dec-2023 | IT / Ops | 9.12 | 7.41 |
| Dec-2023 | Legal / Compliance | 1.96 | 1.73 |
| Dec-2023 | Marketing / Growth | 19.51 | 11.97 |
| Dec-2023 | People / HR | 4.47 | 6.24 |
| Dec-2023 | Product Management | 10.70 | 10.38 |
| Dec-2023 | Sales / RevOps | 6.97 | 12.38 |
| Jan-2024 | Cross-functional | 10.29 | 12.68 |
| Jan-2024 | Customer Success / Support | 3.72 | 8.65 |
| Jan-2024 | Data / AI | 4.88 | 2.32 |
| Jan-2024 | Engineering | 21.22 | 20.47 |
| Jan-2024 | Executive Leadership | 0.21 | 0.18 |
| Jan-2024 | Finance | 5.21 | 4.64 |
| Jan-2024 | IT / Ops | 9.19 | 7.86 |
| Jan-2024 | Legal / Compliance | 1.94 | 1.70 |
| Jan-2024 | Marketing / Growth | 19.22 | 11.64 |
| Jan-2024 | People / HR | 4.50 | 6.38 |
| Jan-2024 | Product Management | 10.52 | 10.15 |
| Jan-2024 | Sales / RevOps | 6.83 | 12.49 |
| Feb-2024 | Cross-functional | 10.36 | 12.87 |
| Feb-2024 | Customer Success / Support | 3.66 | 8.95 |
| Feb-2024 | Data / AI | 5.26 | 2.43 |
| Feb-2024 | Engineering | 21.18 | 20.48 |
| Feb-2024 | Executive Leadership | 0.21 | 0.15 |
| Feb-2024 | Finance | 5.18 | 4.43 |
| Feb-2024 | IT / Ops | 9.18 | 7.65 |
| Feb-2024 | Legal / Compliance | 1.94 | 1.87 |
| Feb-2024 | Marketing / Growth | 19.16 | 11.51 |
| Feb-2024 | People / HR | 4.38 | 6.38 |
| Feb-2024 | Product Management | 10.43 | 10.01 |
| Feb-2024 | Sales / RevOps | 6.76 | 12.10 |
| Mar-2024 | Cross-functional | 10.38 | 13.15 |
| Mar-2024 | Customer Success / Support | 3.57 | 8.54 |
| Mar-2024 | Data / AI | 5.60 | 2.48 |
| Mar-2024 | Engineering | 21.13 | 20.53 |
| Mar-2024 | Executive Leadership | 0.20 | 0.16 |
| Mar-2024 | Finance | 5.24 | 4.41 |
| Mar-2024 | IT / Ops | 9.21 | 7.97 |
| Mar-2024 | Legal / Compliance | 1.95 | 1.82 |
| Mar-2024 | Marketing / Growth | 19.09 | 11.58 |
| Mar-2024 | People / HR | 4.40 | 6.35 |
| Mar-2024 | Product Management | 10.24 | 9.64 |
| Mar-2024 | Sales / RevOps | 6.69 | 11.97 |
| Apr-2024 | Cross-functional | 10.46 | 13.48 |
| Apr-2024 | Customer Success / Support | 3.53 | 8.12 |
| Apr-2024 | Data / AI | 5.83 | 2.52 |
| Apr-2024 | Engineering | 21.29 | 21.05 |
| Apr-2024 | Executive Leadership | 0.19 | 0.12 |
| Apr-2024 | Finance | 5.30 | 4.44 |
| Apr-2024 | IT / Ops | 9.10 | 7.76 |
| Apr-2024 | Legal / Compliance | 1.92 | 1.56 |
| Apr-2024 | Marketing / Growth | 19.05 | 11.39 |
| Apr-2024 | People / HR | 4.34 | 6.55 |
| Apr-2024 | Product Management | 10.12 | 9.78 |
| Apr-2024 | Sales / RevOps | 6.57 | 12.00 |
| May-2024 | Cross-functional | 10.51 | 14.22 |
| May-2024 | Customer Success / Support | 3.47 | 8.07 |
| May-2024 | Data / AI | 6.05 | 2.65 |
| May-2024 | Engineering | 21.25 | 20.55 |
| May-2024 | Executive Leadership | 0.20 | 0.12 |
| May-2024 | Finance | 5.34 | 4.36 |
| May-2024 | IT / Ops | 9.05 | 7.88 |
| May-2024 | Legal / Compliance | 1.99 | 1.60 |
| May-2024 | Marketing / Growth | 19.03 | 11.18 |
| May-2024 | People / HR | 4.34 | 6.26 |
| May-2024 | Product Management | 10.01 | 10.04 |
| May-2024 | Sales / RevOps | 6.47 | 11.78 |
| Jun-2024 | Cross-functional | 10.50 | 14.42 |
| Jun-2024 | Customer Success / Support | 3.46 | 7.59 |
| Jun-2024 | Data / AI | 6.21 | 2.68 |
| Jun-2024 | Engineering | 21.30 | 20.49 |
| Jun-2024 | Executive Leadership | 0.19 | 0.10 |
| Jun-2024 | Finance | 5.44 | 4.61 |
| Jun-2024 | IT / Ops | 9.04 | 8.02 |
| Jun-2024 | Legal / Compliance | 1.97 | 1.57 |
| Jun-2024 | Marketing / Growth | 18.88 | 11.25 |
| Jun-2024 | People / HR | 4.31 | 6.47 |
| Jun-2024 | Product Management | 9.88 | 9.66 |
| Jun-2024 | Sales / RevOps | 6.47 | 11.70 |
| Jul-2024 | Cross-functional | 10.58 | 14.81 |
| Jul-2024 | Customer Success / Support | 3.42 | 7.81 |
| Jul-2024 | Data / AI | 6.35 | 2.79 |
| Jul-2024 | Engineering | 21.45 | 20.66 |
| Jul-2024 | Executive Leadership | 0.19 | 0.17 |
| Jul-2024 | Finance | 5.34 | 4.43 |
| Jul-2024 | IT / Ops | 9.01 | 7.97 |
| Jul-2024 | Legal / Compliance | 2.00 | 1.69 |
| Jul-2024 | Marketing / Growth | 18.88 | 11.27 |
| Jul-2024 | People / HR | 4.20 | 6.10 |
| Jul-2024 | Product Management | 9.83 | 9.58 |
| Jul-2024 | Sales / RevOps | 6.44 | 11.41 |
| Aug-2024 | Cross-functional | 10.59 | 14.91 |
| Aug-2024 | Customer Success / Support | 3.42 | 7.66 |
| Aug-2024 | Data / AI | 6.47 | 2.89 |
| Aug-2024 | Engineering | 21.44 | 20.85 |
| Aug-2024 | Executive Leadership | 0.20 | 0.18 |
| Aug-2024 | Finance | 5.27 | 4.30 |
| Aug-2024 | IT / Ops | 9.03 | 7.77 |
| Aug-2024 | Legal / Compliance | 2.02 | 1.77 |
| Aug-2024 | Marketing / Growth | 18.86 | 11.57 |
| Aug-2024 | People / HR | 4.14 | 5.80 |
| Aug-2024 | Product Management | 9.77 | 9.79 |
| Aug-2024 | Sales / RevOps | 6.42 | 11.19 |
| Sep-2024 | Cross-functional | 10.61 | 15.36 |
| Sep-2024 | Customer Success / Support | 3.35 | 6.14 |
| Sep-2024 | Data / AI | 6.61 | 2.99 |
| Sep-2024 | Engineering | 21.46 | 21.03 |
| Sep-2024 | Executive Leadership | 0.20 | 0.14 |
| Sep-2024 | Finance | 5.15 | 4.44 |
| Sep-2024 | IT / Ops | 9.11 | 7.86 |
| Sep-2024 | Legal / Compliance | 2.01 | 1.66 |
| Sep-2024 | Marketing / Growth | 18.98 | 11.91 |
| Sep-2024 | People / HR | 4.12 | 5.93 |
| Sep-2024 | Product Management | 9.64 | 9.64 |
| Sep-2024 | Sales / RevOps | 6.44 | 11.34 |
| Oct-2024 | Cross-functional | 10.65 | 15.30 |
| Oct-2024 | Customer Success / Support | 3.30 | 5.98 |
| Oct-2024 | Data / AI | 6.73 | 3.13 |
| Oct-2024 | Engineering | 21.49 | 20.76 |
| Oct-2024 | Executive Leadership | 0.20 | 0.12 |
| Oct-2024 | Finance | 5.10 | 4.12 |
| Oct-2024 | IT / Ops | 9.10 | 7.96 |
| Oct-2024 | Legal / Compliance | 1.99 | 1.79 |
| Oct-2024 | Marketing / Growth | 19.13 | 12.12 |
| Oct-2024 | People / HR | 3.99 | 6.09 |
| Oct-2024 | Product Management | 9.53 | 9.30 |
| Oct-2024 | Sales / RevOps | 6.49 | 11.82 |
| Nov-2024 | Cross-functional | 10.76 | 15.46 |
| Nov-2024 | Customer Success / Support | 3.27 | 5.79 |
| Nov-2024 | Data / AI | 6.84 | 3.34 |
| Nov-2024 | Engineering | 21.55 | 20.91 |
| Nov-2024 | Executive Leadership | 0.20 | 0.16 |
| Nov-2024 | Finance | 5.10 | 4.04 |
| Nov-2024 | IT / Ops | 8.97 | 7.91 |
| Nov-2024 | Legal / Compliance | 2.00 | 1.84 |
| Nov-2024 | Marketing / Growth | 19.07 | 12.18 |
| Nov-2024 | People / HR | 3.93 | 5.98 |
| Nov-2024 | Product Management | 9.42 | 9.28 |
| Nov-2024 | Sales / RevOps | 6.57 | 11.74 |
| Dec-2024 | Cross-functional | 10.90 | 15.56 |
| Dec-2024 | Customer Success / Support | 3.24 | 6.00 |
| Dec-2024 | Data / AI | 6.90 | 3.47 |
| Dec-2024 | Engineering | 21.61 | 20.76 |
| Dec-2024 | Executive Leadership | 0.19 | 0.12 |
| Dec-2024 | Finance | 5.09 | 4.19 |
| Dec-2024 | IT / Ops | 8.83 | 7.51 |
| Dec-2024 | Legal / Compliance | 2.02 | 1.94 |
| Dec-2024 | Marketing / Growth | 19.03 | 12.34 |
| Dec-2024 | People / HR | 3.86 | 6.06 |
| Dec-2024 | Product Management | 9.38 | 8.75 |
| Dec-2024 | Sales / RevOps | 6.64 | 11.92 |
| Jan-2025 | Cross-functional | 10.95 | 15.77 |
| Jan-2025 | Customer Success / Support | 3.21 | 5.96 |
| Jan-2025 | Data / AI | 6.96 | 3.63 |
| Jan-2025 | Engineering | 21.73 | 20.99 |
| Jan-2025 | Executive Leadership | 0.19 | 0.11 |
| Jan-2025 | Finance | 5.10 | 4.30 |
| Jan-2025 | IT / Ops | 8.86 | 7.95 |
| Jan-2025 | Legal / Compliance | 2.00 | 1.83 |
| Jan-2025 | Marketing / Growth | 18.95 | 12.16 |
| Jan-2025 | People / HR | 3.78 | 5.79 |
| Jan-2025 | Product Management | 9.26 | 8.95 |
| Jan-2025 | Sales / RevOps | 6.69 | 11.31 |
| Feb-2025 | Cross-functional | 11.11 | 16.13 |
| Feb-2025 | Customer Success / Support | 3.19 | 5.89 |
| Feb-2025 | Data / AI | 7.06 | 3.74 |
| Feb-2025 | Engineering | 21.85 | 21.11 |
| Feb-2025 | Executive Leadership | 0.19 | 0.14 |
| Feb-2025 | Finance | 5.06 | 4.13 |
| Feb-2025 | IT / Ops | 8.77 | 7.68 |
| Feb-2025 | Legal / Compliance | 2.02 | 1.95 |
| Feb-2025 | Marketing / Growth | 18.85 | 12.10 |
| Feb-2025 | People / HR | 3.71 | 5.42 |
| Feb-2025 | Product Management | 9.19 | 9.05 |
| Feb-2025 | Sales / RevOps | 6.72 | 11.54 |
| Mar-2025 | Cross-functional | 11.22 | 16.46 |
| Mar-2025 | Customer Success / Support | 3.16 | 5.62 |
| Mar-2025 | Data / AI | 7.18 | 3.91 |
| Mar-2025 | Engineering | 21.91 | 20.90 |
| Mar-2025 | Executive Leadership | 0.18 | 0.11 |
| Mar-2025 | Finance | 5.01 | 4.26 |
| Mar-2025 | IT / Ops | 8.87 | 7.75 |
| Mar-2025 | Legal / Compliance | 2.00 | 1.86 |
| Mar-2025 | Marketing / Growth | 18.74 | 12.22 |
| Mar-2025 | People / HR | 3.68 | 5.59 |
| Mar-2025 | Product Management | 9.09 | 8.99 |
| Mar-2025 | Sales / RevOps | 6.74 | 11.46 |
| Apr-2025 | Cross-functional | 11.30 | 16.74 |
| Apr-2025 | Customer Success / Support | 3.11 | 5.56 |
| Apr-2025 | Data / AI | 7.42 | 4.18 |
| Apr-2025 | Engineering | 22.08 | 21.02 |
| Apr-2025 | Executive Leadership | 0.19 | 0.14 |
| Apr-2025 | Finance | 4.97 | 4.07 |
| Apr-2025 | IT / Ops | 8.70 | 7.65 |
| Apr-2025 | Legal / Compliance | 2.03 | 1.77 |
| Apr-2025 | Marketing / Growth | 18.66 | 12.48 |
| Apr-2025 | People / HR | 3.65 | 5.52 |
| Apr-2025 | Product Management | 9.02 | 8.76 |
| Apr-2025 | Sales / RevOps | 6.75 | 11.08 |
| May-2025 | Cross-functional | 11.49 | 17.06 |
| May-2025 | Customer Success / Support | 3.12 | 5.59 |
| May-2025 | Data / AI | 7.60 | 4.32 |
| May-2025 | Engineering | 22.22 | 21.26 |
| May-2025 | Executive Leadership | 0.19 | 0.16 |
| May-2025 | Finance | 4.91 | 3.95 |
| May-2025 | IT / Ops | 8.44 | 7.41 |
| May-2025 | Legal / Compliance | 2.04 | 1.87 |
| May-2025 | Marketing / Growth | 18.66 | 12.25 |
| May-2025 | People / HR | 3.59 | 5.29 |
| May-2025 | Product Management | 8.86 | 8.96 |
| May-2025 | Sales / RevOps | 6.78 | 11.13 |
| Jun-2025 | Cross-functional | 11.58 | 17.07 |
| Jun-2025 | Customer Success / Support | 3.06 | 5.41 |
| Jun-2025 | Data / AI | 7.89 | 4.65 |
| Jun-2025 | Engineering | 22.28 | 20.81 |
| Jun-2025 | Executive Leadership | 0.19 | 0.18 |
| Jun-2025 | Finance | 4.87 | 4.24 |
| Jun-2025 | IT / Ops | 8.43 | 7.20 |
| Jun-2025 | Legal / Compliance | 2.06 | 1.78 |
| Jun-2025 | Marketing / Growth | 18.50 | 12.49 |
| Jun-2025 | People / HR | 3.53 | 5.49 |
| Jun-2025 | Product Management | 8.76 | 8.96 |
| Jun-2025 | Sales / RevOps | 6.78 | 10.89 |
| Jul-2025 | Cross-functional | 11.68 | 17.10 |
| Jul-2025 | Customer Success / Support | 3.02 | 5.33 |
| Jul-2025 | Data / AI | 8.10 | 4.85 |
| Jul-2025 | Engineering | 22.46 | 20.90 |
| Jul-2025 | Executive Leadership | 0.18 | 0.17 |
| Jul-2025 | Finance | 4.82 | 3.89 |
| Jul-2025 | IT / Ops | 8.39 | 7.22 |
| Jul-2025 | Legal / Compliance | 2.05 | 1.72 |
| Jul-2025 | Marketing / Growth | 18.35 | 12.51 |
| Jul-2025 | People / HR | 3.50 | 5.47 |
| Jul-2025 | Product Management | 8.62 | 9.01 |
| Jul-2025 | Sales / RevOps | 6.77 | 11.10 |
| Aug-2025 | Cross-functional | 11.81 | 17.27 |
| Aug-2025 | Customer Success / Support | 3.01 | 5.35 |
| Aug-2025 | Data / AI | 8.43 | 5.10 |
| Aug-2025 | Engineering | 22.68 | 21.11 |
| Aug-2025 | Executive Leadership | 0.18 | 0.17 |
| Aug-2025 | Finance | 4.78 | 4.29 |
| Aug-2025 | IT / Ops | 8.24 | 7.18 |
| Aug-2025 | Legal / Compliance | 2.04 | 1.66 |
| Aug-2025 | Marketing / Growth | 18.23 | 11.80 |
| Aug-2025 | People / HR | 3.43 | 5.35 |
| Aug-2025 | Product Management | 8.53 | 9.25 |
| Aug-2025 | Sales / RevOps | 6.68 | 10.78 |
| Sep-2025 | Cross-functional | 11.88 | 17.35 |
| Sep-2025 | Customer Success / Support | 3.00 | 5.20 |
| Sep-2025 | Data / AI | 8.77 | 5.37 |
| Sep-2025 | Engineering | 22.81 | 21.10 |
| Sep-2025 | Executive Leadership | 0.19 | 0.21 |
| Sep-2025 | Finance | 4.72 | 4.08 |
| Sep-2025 | IT / Ops | 8.13 | 6.98 |
| Sep-2025 | Legal / Compliance | 2.07 | 1.80 |
| Sep-2025 | Marketing / Growth | 18.08 | 11.81 |
| Sep-2025 | People / HR | 3.43 | 5.36 |
| Sep-2025 | Product Management | 8.43 | 9.52 |
| Sep-2025 | Sales / RevOps | 6.59 | 10.53 |
| Oct-2025 | Cross-functional | 11.95 | 17.50 |
| Oct-2025 | Customer Success / Support | 3.00 | 5.14 |
| Oct-2025 | Data / AI | 9.10 | 5.72 |
| Oct-2025 | Engineering | 22.95 | 21.41 |
| Oct-2025 | Executive Leadership | 0.17 | 0.17 |
| Oct-2025 | Finance | 4.66 | 3.65 |
| Oct-2025 | IT / Ops | 8.09 | 7.35 |
| Oct-2025 | Legal / Compliance | 2.08 | 1.70 |
| Oct-2025 | Marketing / Growth | 17.91 | 11.88 |
| Oct-2025 | People / HR | 3.42 | 5.34 |
| Oct-2025 | Product Management | 8.29 | 9.28 |
| Oct-2025 | Sales / RevOps | 6.52 | 10.17 |
| Nov-2025 | Cross-functional | 12.10 | 17.60 |
| Nov-2025 | Customer Success / Support | 2.99 | 5.03 |
| Nov-2025 | Data / AI | 9.57 | 6.14 |
| Nov-2025 | Engineering | 23.08 | 21.65 |
| Nov-2025 | Executive Leadership | 0.16 | 0.18 |
| Nov-2025 | Finance | 4.59 | 3.75 |
| Nov-2025 | IT / Ops | 7.96 | 6.96 |
| Nov-2025 | Legal / Compliance | 2.14 | 1.94 |
| Nov-2025 | Marketing / Growth | 17.82 | 11.68 |
| Nov-2025 | People / HR | 3.32 | 5.00 |
| Nov-2025 | Product Management | 8.11 | 9.40 |
| Nov-2025 | Sales / RevOps | 6.42 | 9.97 |
| Dec-2025 | Cross-functional | 12.06 | 17.54 |
| Dec-2025 | Customer Success / Support | 3.00 | 4.94 |
| Dec-2025 | Data / AI | 9.94 | 6.30 |
| Dec-2025 | Engineering | 23.20 | 21.58 |
| Dec-2025 | Executive Leadership | 0.16 | 0.18 |
| Dec-2025 | Finance | 4.51 | 3.94 |
| Dec-2025 | IT / Ops | 8.01 | 7.09 |
| Dec-2025 | Legal / Compliance | 2.14 | 1.54 |
| Dec-2025 | Marketing / Growth | 17.65 | 11.63 |
| Dec-2025 | People / HR | 3.32 | 4.95 |
| Dec-2025 | Product Management | 7.98 | 9.36 |
| Dec-2025 | Sales / RevOps | 6.34 | 9.87 |
| Jan-2026 | Cross-functional | 12.04 | 17.95 |
| Jan-2026 | Customer Success / Support | 2.96 | 4.68 |
| Jan-2026 | Data / AI | 10.57 | 6.77 |
| Jan-2026 | Engineering | 23.28 | 21.51 |
| Jan-2026 | Executive Leadership | 0.16 | 0.19 |
| Jan-2026 | Finance | 4.48 | 3.46 |
| Jan-2026 | IT / Ops | 7.98 | 6.81 |
| Jan-2026 | Legal / Compliance | 2.16 | 1.55 |
| Jan-2026 | Marketing / Growth | 17.49 | 11.97 |
| Jan-2026 | People / HR | 3.29 | 5.37 |
| Jan-2026 | Product Management | 7.79 | 9.13 |
| Jan-2026 | Sales / RevOps | 6.21 | 9.94 |
| Feb-2026 | Cross-functional | 11.98 | 17.88 |
| Feb-2026 | Customer Success / Support | 2.89 | 4.65 |
| Feb-2026 | Data / AI | 11.47 | 7.27 |
| Feb-2026 | Engineering | 23.37 | 21.66 |
| Feb-2026 | Executive Leadership | 0.16 | 0.19 |
| Feb-2026 | Finance | 4.38 | 3.26 |
| Feb-2026 | IT / Ops | 7.83 | 6.84 |
| Feb-2026 | Legal / Compliance | 2.20 | 1.83 |
| Feb-2026 | Marketing / Growth | 17.09 | 11.44 |
| Feb-2026 | People / HR | 3.18 | 4.96 |
| Feb-2026 | Product Management | 7.63 | 9.18 |
| Feb-2026 | Sales / RevOps | 6.08 | 9.75 |
| Mar-2026 | Cross-functional | 11.83 | 17.38 |
| Mar-2026 | Customer Success / Support | 2.82 | 4.47 |
| Mar-2026 | Data / AI | 12.75 | 8.13 |
| Mar-2026 | Engineering | 23.19 | 21.87 |
| Mar-2026 | Executive Leadership | 0.16 | 0.18 |
| Mar-2026 | Finance | 4.29 | 3.30 |
| Mar-2026 | IT / Ops | 7.74 | 7.01 |
| Mar-2026 | Legal / Compliance | 2.18 | 1.71 |
| Mar-2026 | Marketing / Growth | 16.85 | 11.42 |
| Mar-2026 | People / HR | 3.17 | 5.04 |
| Mar-2026 | Product Management | 7.37 | 8.82 |
| Mar-2026 | Sales / RevOps | 6.00 | 9.71 |
| Apr-2026 | Cross-functional | 11.64 | 17.34 |
| Apr-2026 | Customer Success / Support | 2.74 | 4.28 |
| Apr-2026 | Data / AI | 14.13 | 9.07 |
| Apr-2026 | Engineering | 23.12 | 21.97 |
| Apr-2026 | Executive Leadership | 0.15 | 0.18 |
| Apr-2026 | Finance | 4.24 | 3.33 |
| Apr-2026 | IT / Ops | 7.58 | 6.60 |
| Apr-2026 | Legal / Compliance | 2.14 | 1.71 |
| Apr-2026 | Marketing / Growth | 16.45 | 11.20 |
| Apr-2026 | People / HR | 3.11 | 4.96 |
| Apr-2026 | Product Management | 7.16 | 8.85 |
| Apr-2026 | Sales / RevOps | 5.81 | 9.54 |
| May-2026 | Cross-functional | 11.46 | 16.92 |
| May-2026 | Customer Success / Support | 2.71 | 4.25 |
| May-2026 | Data / AI | 15.33 | 9.99 |
| May-2026 | Engineering | 23.11 | 22.36 |
| May-2026 | Executive Leadership | 0.14 | 0.16 |
| May-2026 | Finance | 4.12 | 3.11 |
| May-2026 | IT / Ops | 7.56 | 6.63 |
| May-2026 | Legal / Compliance | 2.12 | 1.72 |
| May-2026 | Marketing / Growth | 16.18 | 11.10 |
| May-2026 | People / HR | 3.02 | 4.80 |
| May-2026 | Product Management | 6.95 | 8.34 |
| May-2026 | Sales / RevOps | 5.66 | 9.26 |
| Jun-2026 | Cross-functional | 11.40 | 16.74 |
| Jun-2026 | Customer Success / Support | 2.68 | 4.51 |
| Jun-2026 | Data / AI | 16.47 | 10.98 |
| Jun-2026 | Engineering | 23.00 | 22.52 |
| Jun-2026 | Executive Leadership | 0.14 | 0.17 |
| Jun-2026 | Finance | 4.09 | 3.34 |
| Jun-2026 | IT / Ops | 7.32 | 6.52 |
| Jun-2026 | Legal / Compliance | 2.08 | 1.52 |
| Jun-2026 | Marketing / Growth | 15.97 | 10.95 |
| Jun-2026 | People / HR | 2.95 | 4.58 |
| Jun-2026 | Product Management | 6.81 | 8.15 |
| Jun-2026 | Sales / RevOps | 5.55 | 9.03 |
| Jul-2026 | Cross-functional | 11.28 | 16.54 |
| Jul-2026 | Customer Success / Support | 2.63 | 4.35 |
| Jul-2026 | Data / AI | 17.57 | 11.99 |
| Jul-2026 | Engineering | 22.95 | 22.46 |
| Jul-2026 | Executive Leadership | 0.15 | 0.17 |
| Jul-2026 | Finance | 3.99 | 3.00 |
| Jul-2026 | IT / Ops | 7.28 | 6.77 |
| Jul-2026 | Legal / Compliance | 2.06 | 1.52 |
| Jul-2026 | Marketing / Growth | 15.62 | 10.41 |
| Jul-2026 | People / HR | 2.92 | 4.62 |
| Jul-2026 | Product Management | 6.63 | 7.82 |
| Jul-2026 | Sales / RevOps | 5.50 | 9.34 |
| Aug-2026 | Cross-functional | 11.26 | 16.29 |
| Aug-2026 | Customer Success / Support | 2.52 | 4.05 |
| Aug-2026 | Data / AI | 18.45 | 13.09 |
| Aug-2026 | Engineering | 22.99 | 22.45 |
| Aug-2026 | Executive Leadership | 0.16 | 0.17 |
| Aug-2026 | Finance | 3.89 | 3.14 |
| Aug-2026 | IT / Ops | 6.96 | 6.35 |
| Aug-2026 | Legal / Compliance | 2.06 | 1.61 |
| Aug-2026 | Marketing / Growth | 15.57 | 10.66 |
| Aug-2026 | People / HR | 2.85 | 4.45 |
| Aug-2026 | Product Management | 6.47 | 7.60 |
| Aug-2026 | Sales / RevOps | 5.47 | 9.20 |
| Sep-2026 | Cross-functional | 11.38 | 16.13 |
| Sep-2026 | Customer Success / Support | 2.47 | 3.97 |
| Sep-2026 | Data / AI | 19.79 | 14.48 |
| Sep-2026 | Engineering | 22.84 | 22.68 |
| Sep-2026 | Executive Leadership | 0.16 | 0.20 |
| Sep-2026 | Finance | 3.81 | 3.25 |
| Sep-2026 | IT / Ops | 6.76 | 6.30 |
| Sep-2026 | Legal / Compliance | 1.98 | 1.30 |
| Sep-2026 | Marketing / Growth | 15.13 | 10.53 |
| Sep-2026 | People / HR | 2.74 | 4.28 |
| Sep-2026 | Product Management | 6.25 | 6.87 |
| Sep-2026 | Sales / RevOps | 5.37 | 9.10 |
| Oct-2026 | Cross-functional | 11.78 | 17.19 |
| Oct-2026 | Customer Success / Support | 2.36 | 3.78 |
| Oct-2026 | Data / AI | 21.20 | 16.08 |
| Oct-2026 | Engineering | 22.77 | 23.04 |
| Oct-2026 | Executive Leadership | 0.14 | 0.18 |
| Oct-2026 | Finance | 3.70 | 2.53 |
| Oct-2026 | IT / Ops | 6.49 | 5.88 |
| Oct-2026 | Legal / Compliance | 1.95 | 1.22 |
| Oct-2026 | Marketing / Growth | 14.44 | 9.58 |
| Oct-2026 | People / HR | 2.58 | 4.01 |
| Oct-2026 | Product Management | 6.12 | 6.77 |
| Oct-2026 | Sales / RevOps | 5.13 | 8.87 |
SaaS market movers — last 30 days
Top risers
- CopyMindup 1,744 ranks in the last 30 days
- Ausarup 1,547 ranks in the last 30 days
- Perlon AIup 1,273 ranks in the last 30 days
- Anamup 1,268 ranks in the last 30 days
- Sync.soup 1,169 ranks in the last 30 days
Top fallers
- Apphuddown 1,849 ranks in the last 30 days
- Scibidsdown 1,565 ranks in the last 30 days
- IdeaBoardzdown 1,554 ranks in the last 30 days
- AdYouLikedown 1,550 ranks in the last 30 days
- Adaradown 1,550 ranks in the last 30 days
See the full SaaS competitive trends analysis · Explore the SaaS Spend Index
Market Movers & Signals
Products with the strongest momentum and breakout potential
Source: Real time market signal data from Cledara customers. Published 14 October 2026, 00:41 UTC. Generate yours at data.cledara.com.

Source: Real time market signal data from Cledara customers. Published 14 October 2026, 00:41 UTC. Generate yours at data.cledara.com.

How to read and cite this research
What is the Cledara SaaS Market Data Hub?
A public dashboard that tracks SaaS and AI adoption trends using aggregated & anonymized spend signals from Cledara customers. It's designed to help investors, founders, analysts, and journalists see what's changing in software demand—fast.
What makes this different from G2, app stores, or web-traffic tools?
Most sources reflect intent (reviews, clicks, searches). This hub reflects actual buying and renewal signals observed in software spend—closer to what teams are really adopting and keeping. It's a complementary lens, not a replacement.
What does "AI wallet share" mean?
AI wallet share is AI spend as a percentage of total software budget in the dataset. It's a simple benchmark for whether AI tools are taking share from traditional SaaS over time.
How do you calculate "OpenAI vs Anthropic share of wallet"?
This measures how AI spend is split across vendors (based on observed spend signals) and tracks how that split changes over time. It's meant to show shifts in buyer preference and pricing power—not product quality.
What counts as a "purchase" or a "renewal"?
A purchase is a newly observed paid subscription or expansion event for a software tool. A renewal is a paid continuation of an existing subscription. Charts aggregate these signals. The ticker shows de-identified individual software payments.
What counts as "AI-centric" in the charts?
AI-centric includes tools where the primary value is AI capabilities (for example: model providers, AI coding tools, AI assistants, and AI-native workflow products). Classification can evolve as products change; the goal is consistency over time, not perfection.
What does "First-time discovery" mean?
A first-time discovery is a tool that appears in the dataset for the first time on the date shown. It's an early signal that a product is entering real company stacks (often before it shows up in mainstream rankings).
How fresh is the data?
The hub updates throughout the day and shows a "Last updated" timestamp. Some charts refresh frequently, while certain rankings refresh daily to reduce noise and prevent overreacting to tiny swings.
What's included—and what's not?
This hub is focused on software tools. It's not a full view of every line item a business buys (e.g., it may not represent all cloud infrastructure, agency services, or non-software categories equally). Treat it as a strong directional signal, not a perfect census.
I can't find a SaaS company in this data. Why?
This data is aggregated and anonymized from Cledara customers, which means it reflects the software buying patterns of small and mid-sized technology-forward companies. If a tool isn't widely used by this audience, it may not appear in the dataset—even if it's popular elsewhere.
How should I use this as an investor / analyst?
Use it as a leading indicator: identify categories gaining share, vendors pulling ahead, and new tools breaking into stacks. Then triangulate with other signals (earnings commentary, pricing changes, product releases) before making conclusions.
Can I cite this data in a report or article?
Cite the page URL, "Cledara SaaS Market Data Hub", and the data date shown. Downloaded data includes its reuse license; check those terms when republishing.
Commentary
AI-native spend accelerated from 8.76% in Nov 2025 to 21.05% in Oct 2026, turning a once-experimental line item into a double‑digit share of the software budget. AI-native share climbed nearly every month—9.26% (Dec 2025) to 11.89% (Mar 2026) to 15.46% (Jun 2026) to 19.58% (Sep 2026)—showing sustained adoption rather than a one-off budget shift. This rise defines “The Rise of the AI‑Native Stack”: spend concentrates in purpose-built AI vendors instead of diffusing across legacy suites that merely added AI features.
AI-native share avoided a dip in the current month; Oct 2026 posted 21.05% and did not show a sharp drop that would signal Partial Month Data risk. Month-to-month momentum stayed intact from Aug 2026 (18.19%) to Sep 2026 (19.58%) to Oct 2026 (21.05%), reinforcing that enterprises keep reallocating budget toward AI-native outcomes versus incremental “AI add-ons.”
Purpose-built AI tools carved out an entirely new software category because OpenAI, Anthropic, and Cursor sell net-new workflows (generation, coding copilots, agentic automation) that replace or bypass traditional application layers. This category formation pulls budget into a dedicated AI-native stack rather than treating AI as a feature premium inside incumbents, which explains the steady climb into the 20%+ range.
Why is this happening? AI-native vendors like OpenAI, Anthropic, and Cursor monetize immediate productivity and automation gains, so budgets shift from feature-based subscriptions toward purpose-built AI systems that change how work gets done.