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    Data & methods

    Real-Time AI Market Map (2026): 1 in 8 software purchases is Claude.

    The AI tools companies actually pay for, ranked by purchases across AI-native tools, AI-embedded software and hyperscalers. As of 6 November 2026, 13:16 UTC, Anthropic/Claude is the most-purchased AI tool on Cledara, ahead of OpenAI/ChatGPT and Google Workspace. On its own it outweighs every other category on the map, including all of Collaboration & Productivity (10.2%).

    1,731 classified tools across 13 categoriesRankings through October 2026

    Share of all software purchases

    Anthropic/Claude12.3%
    OpenAI/ChatGPT5.9%

    2.1×Claude is bought 2.1 times as often as ChatGPT, across every purchase and renewal in the last 12 months.

    Area is each tool's share of all software purchases and renewals on Cledara over the last 12 months, so AI tools sit on the same scale as the rest of the software market. The whole map adds up to 53.2% of all software purchases. Smaller tools in each category are grouped as “+ more”; select a category to zoom in, or any tile for its card.
    Read the map as a list

    AI Platforms & Model Ops · 20.1%

    1. Anthropic/Claude 12.3%
    2. OpenAI/ChatGPT 5.9%
    3. OpenRouter 0.46%
    4. Perplexity AI 0.34%
    5. Langsmith by Langchain 0.11%
    6. Langfuse 0.088%
    7. Grok 0.072%
    8. Databutton 0.059%
    9. fal 0.044%
    10. Pinecone 0.037%
    11. Google One 0.036%
    12. Deepgram 0.035%
    13. Chatbase 0.033%
    14. Google Colab 0.026%
    15. Cohere 0.024%
    16. Modal 0.022%
    17. xAI 0.021%
    18. Exa 0.02%
    19. BytePlus 0.02%
    20. Agentic 0.02%
    21. BASE44 0.018%
    22. Meshy 0.018%
    23. LlamaIndex 0.016%
    24. Dust 0.016%
    25. Genspark 0.015%
    26. Cerebras 0.014%
    27. Requesty 0.014%
    28. Tavily 0.013%
    29. Weaviate 0.013%
    30. Replicate 0.013%
    31. TypeSafe AI 0.013%
    32. Cassidy 0.012%
    33. Qdrant 0.011%
    34. Fireworks AI 0.011%
    35. Comfy 0.01%
    36. Z.ai 0.0096%
    37. Confident AI 0.0086%
    38. NVIDIA AI 0.008%
    39. Cloro 0.0072%
    40. Relevance AI 0.0072%
    41. Cartesia 0.0069%
    42. Black Forest Labs 0.0067%
    43. Moonshot AI 0.0067%
    44. Nebius 0.0067%
    45. Klavis AI 0.0066%
    46. Cloudmersive 0.0061%
    47. Agenta 0.0056%
    48. Play.ht 0.0056%
    49. V7 0.0054%
    50. Cekura 0.0051%
    51. glif 0.0043%
    52. Linkup 0.0042%
    53. Ollama 0.0042%
    54. Cockatoo 0.004%
    55. Venice AI 0.004%
    56. Abliteration 0.0038%
    57. Inworld AI 0.0038%
    58. Braintrust 0.0037%
    59. Okara 0.0037%
    60. Gumloop 0.0035%
    61. Hasty 0.003%
    62. Skyvern 0.0027%
    63. pyannoteAI 0.0027%
    64. Jina AI 0.0026%
    65. Nanonets 0.0024%
    66. Crusoe 0.0022%
    67. SpeechAce 0.0022%
    68. Elicit 0.0021%
    69. Tisane Labs 0.0021%
    70. Anyscale 0.0019%
    71. Humbot 0.0019%
    72. Labelbox 0.0019%
    73. Rime 0.0019%
    74. LLMbase 0.0018%
    75. Uberduck 0.0018%
    76. Mindsmith 0.0016%
    77. Parasail 0.0016%
    78. Soniox 0.0014%
    79. Bria 0.0013%
    80. Comet 0.0013%
    81. Pipeboard 0.0011%
    82. Portkey 0.001%
    83. ChatAI 0.0006%
    84. Treg 0.0005%
    85. LangWatch 0.0003%
    86. WPVibe 0.0003%
    87. Runware 0.0002%

    Collaboration & Productivity · 10.2%

    1. Google Workspace 3.5%
    2. Slack 1.0%
    3. Zoom 0.83%
    4. Notion 0.73%
    5. Miro 0.67%
    6. Loom 0.34%
    7. Airtable 0.26%
    8. Fathom 0.25%
    9. Fireflies 0.25%
    10. Dropbox 0.25%
    11. monday 0.24%
    12. Linear 0.23%
    13. Zoho 0.17%
    14. Asana 0.16%
    15. Granola 0.16%
    16. Wispr Flow 0.15%
    17. ClickUp 0.14%
    18. Otter.ai 0.079%
    19. Fyxer AI 0.06%
    20. Motion 0.059%
    21. Dovetail 0.053%
    22. Happy Scribe 0.048%
    23. Dialpad 0.047%
    24. RingCentral 0.044%
    25. Krisp 0.039%
    26. Read 0.032%
    27. Crowdin 0.028%
    28. Coda 0.024%
    29. The Brief 0.022%
    30. Box 0.022%
    31. Loremax 0.02%
    32. Meetgeek 0.019%
    33. tl;dv 0.018%
    34. Vimcal 0.013%
    35. Dojo AI 0.013%
    36. Tactiq 0.012%
    37. Supernormal 0.012%
    38. Notta 0.011%
    39. Banani 0.011%
    40. CleanShot X 0.011%
    41. Lingohub 0.011%
    42. Feedly 0.01%
    43. Avoma 0.0098%
    44. Superwhisper 0.0094%
    45. LanguageTool 0.009%
    46. memoQ 0.0062%
    47. Steady 0.0061%
    48. Fellow.ai 0.0045%
    49. GPT for Work 0.0045%
    50. Boomerang 0.0043%
    51. Trint 0.0024%
    52. SheetWhiz 0.0022%
    53. Rize 0.0019%
    54. Scheduler.ai 0.0019%
    55. Cap 0.0013%
    56. Nova 0.0013%
    57. Slashy 0.001%
    58. Supermemory 0.0008%
    59. Figr 0.0006%
    60. Vibe Typer 0.0006%

    Marketing & Growth · 9.4%

    1. Figma 1.3%
    2. Webflow 0.96%
    3. Hubspot 0.8%
    4. Canva 0.72%
    5. Intuit Mailchimp 0.53%
    6. ElevenLabs 0.5%
    7. Typeform 0.47%
    8. SEMRush 0.38%
    9. Ahrefs 0.28%
    10. Higgsfield 0.24%
    11. CapCut 0.24%
    12. Midjourney 0.23%
    13. DeepL 0.22%
    14. HeyGen 0.17%
    15. Klaviyo 0.12%
    16. Descript 0.12%
    17. Riverside.fm 0.11%
    18. PandaDoc 0.11%
    19. Squarespace 0.11%
    20. Gamma 0.11%
    21. Brevo 0.11%
    22. Bird 0.10%
    23. VEED.IO 0.079%
    24. Opus Clip 0.077%
    25. Synthesia 0.073%
    26. Runway 0.059%
    27. Wix 0.056%
    28. Krea 0.052%
    29. Surfer 0.049%
    30. Weglot 0.048%
    31. Suno 0.041%
    32. Windsor.ai 0.04%
    33. Scenario 0.037%
    34. FLORA 0.036%
    35. Smartcat 0.035%
    36. Unbounce 0.034%
    37. Outreach 0.031%
    38. Zapmail 0.03%
    39. KLING AI 0.03%
    40. Sprout Social 0.03%
    41. Hootsuite 0.027%
    42. vidIQ 0.025%
    43. AppLovin 0.023%
    44. Magnific 0.018%
    45. AdManage.ai 0.017%
    46. Jasper 0.015%
    47. InVideo 0.015%
    48. UXpilot.ai 0.014%
    49. AnswerRank 0.014%
    50. Atria 0.013%
    51. Profound 0.012%
    52. Remove Background 0.012%
    53. Kapwing 0.012%
    54. Wordtune 0.012%
    55. Murf.ai 0.011%
    56. AppsFlyer 0.011%
    57. Soundly 0.01%
    58. Sitechecker 0.01%
    59. Sitecore 0.01%
    60. Frase 0.0099%
    61. Ortto 0.0099%
    62. Writesonic 0.0099%
    63. Favikon 0.0093%
    64. Hyros 0.009%
    65. MakeUGC 0.009%
    66. Typefully 0.0088%
    67. Biteable 0.0085%
    68. QuillBot 0.0085%
    69. Promptwatch 0.0077%
    70. Limelight 0.007%
    71. ScoreApp 0.007%
    72. Yapper 0.0069%
    73. Searchable 0.0067%
    74. Shortimize 0.0066%
    75. Adscore 0.0064%
    76. Outgrow 0.0064%
    77. Highperformr 0.0062%
    78. AuthoredUp 0.0061%
    79. Otterly.AI 0.0059%
    80. Pika Art 0.0059%
    81. Birch 0.0058%
    82. GPTZero 0.0058%
    83. BeyondWords 0.0056%
    84. neuroflash 0.0056%
    85. Magellan AI 0.0054%
    86. Kie.ai 0.0053%
    87. Sembot 0.005%
    88. Submagic 0.005%
    89. Optmyzr 0.0048%
    90. Cutout.pro 0.0045%
    91. Lovart AI 0.0045%
    92. Delphi AI 0.0043%
    93. Wondercraft 0.0043%
    94. PhotoRoom 0.0042%
    95. CopyAI 0.004%
    96. Awario 0.0038%
    97. KWatch.io 0.0038%
    98. Maestra 0.0038%
    99. Seventh Sense 0.0038%
    100. Waikay 0.0038%
    101. AdCreative.ai 0.0037%
    102. PageOptimizer 0.0034%
    103. Trupeer AI 0.0034%
    104. Outrank 0.0032%
    105. Octolens 0.003%
    106. Sync.so 0.003%
    107. iGEO 0.003%
    108. Supergrow 0.0029%
    109. Vizard 0.0029%
    110. Yorby 0.0029%
    111. Mentionlytics 0.0024%
    112. NapoleonCat 0.0024%
    113. Boords 0.0022%
    114. Kaps 0.0022%
    115. My Telescope 0.0022%
    116. PIXELCUT 0.0022%
    117. Transpond 0.0022%
    118. AdLabs 0.0021%
    119. InLinks 0.0021%
    120. muse.ai 0.001%
    121. Vectorizer.AI 0.0021%
    122. BypassGPT 0.0019%
    123. Discovered Labs 0.0019%
    124. Exolyt 0.0019%
    125. Playbook 0.0019%
    126. Rephrasy 0.0019%
    127. ZenABM 0.0005%
    128. Confect 0.0016%
    129. Dreamina 0.0016%
    130. Parker AI 0.0014%
    131. Cloudginny 0.001%
    132. Reacher 0.001%
    133. AdOpt 0.0005%
    134. JuicyLucy 0.0005%
    135. Kompyte 0.0005%
    136. Zeely 0.0005%
    137. Quiver 0.0003%
    138. Ryze AI 0.0003%
    139. dynares 0.0003%
    140. BounceZero 0.0002%
    141. Melius 0.0002%

    Engineering & DevOps · 9.3%

    1. Cursor 3.2%
    2. GitHub 2.1%
    3. Zapier 0.76%
    4. Vercel 0.76%
    5. Lovable 0.47%
    6. n8n 0.41%
    7. Make 0.33%
    8. Replit 0.25%
    9. Postman 0.25%
    10. CodeRabbit 0.2%
    11. Macroscope 0.07%
    12. GitLab 0.064%
    13. Autodesk 0.061%
    14. Qase.io 0.048%
    15. Manus 0.046%
    16. Warp 0.041%
    17. Mintlify 0.038%
    18. Recall.ai 0.029%
    19. Same.new 0.029%
    20. Pipedream 0.022%
    21. Browserbase 0.019%
    22. Coralogix 0.017%
    23. Cubic 0.015%
    24. v0 by Vercel 0.014%
    25. Factory 0.011%
    26. Upstash 0.011%
    27. Hailuo AI 0.0094%
    28. Mage 0.0074%
    29. Tiptap 0.0072%
    30. Google Cloud Platform 0.0067%
    31. E2B 0.0062%
    32. Splunk 0.0053%
    33. Firebase 0.0048%
    34. Kiro 0.0043%
    35. Pump.co 0.004%
    36. i18nexus 0.0038%
    37. Aneryth 0.0035%
    38. 0CodeKit 0.0032%
    39. GPT Driver 0.0032%
    40. CodeAnt AI 0.0019%
    41. Tester Army 0.0006%
    42. Pullfrog 0.0002%

    Data & Analytics · 1.2%

    1. Datadog 0.44%
    2. Hotjar 0.16%
    3. PostHog 0.12%
    4. Segment 0.095%
    5. Mixpanel 0.094%
    6. Snowflake 0.088%
    7. Amplitude 0.047%
    8. Databricks 0.045%
    9. Hex Tech 0.035%
    10. Contentsquare 0.031%
    11. Diffbot 0.011%
    12. Docparser 0.01%
    13. FullStory 0.0078%
    14. Dromo 0.007%
    15. Cube 0.0069%
    16. Heap 0.0069%
    17. ScrapeGraphAI 0.0067%
    18. FullContact 0.0046%
    19. Scrunch AI 0.0042%
    20. Weatherbit 0.0038%
    21. Ranketta 0.0029%
    22. Superscale AI 0.0022%
    23. DataHawk 0.0019%
    24. Inven 0.0019%
    25. Sprig 0.0019%
    26. ThoughtSpot 0.0019%
    27. Chimnie 0.0006%
    28. Basedash 0.0005%
    29. Quiver Quantitative 0.0003%

    Sales & Revenue · 1.1%

    1. Apollo.io 0.34%
    2. Clay Labs 0.18%
    3. Instantly 0.18%
    4. Smartlead 0.11%
    5. Stairoids 0.055%
    6. Clay 0.035%
    7. Juicebox 0.033%
    8. AmpleMarket 0.022%
    9. Grain.co 0.019%
    10. Ocean.io 0.018%
    11. Pricelabs 0.017%
    12. PiperAI 0.015%
    13. Aligned 0.013%
    14. Reply.io 0.012%
    15. SalesForge 0.0098%
    16. Attention 0.0067%
    17. Jiminny 0.0066%
    18. Ausar 0.0005%
    19. Perlon AI 0.001%
    20. Meddicc Score 0.0029%
    21. Consensus 0.0026%
    22. Unify 0.0024%
    23. Valley 0.0021%
    24. Letaido 0.0019%
    25. Outcraft 0.0019%
    26. MoltSets 0.0016%
    27. Explee 0.0011%
    28. YourMax.AI 0.001%
    29. SendKit 0.0008%
    30. Sendr 0.0006%
    31. FirstTouch 0.0005%
    32. Zynt 0.0005%

    Customer Success & Support · 1.1%

    1. Intercom 0.32%
    2. Zendesk 0.27%
    3. Freshworks 0.22%
    4. Maze 0.038%
    5. Vapi 0.029%
    6. Appbot 0.027%
    7. Siit 0.021%
    8. Product Fruits 0.02%
    9. Aloware 0.018%
    10. Tango 0.013%
    11. Transly 0.012%
    12. Great Question 0.011%
    13. Tidio 0.011%
    14. CustomGPT 0.009%
    15. BoldDesk 0.0069%
    16. Respond 0.0069%
    17. Botpress 0.0061%
    18. Anam 0.0022%
    19. Permut 0.0043%
    20. Ferndesk 0.004%
    21. Molin AI 0.0037%
    22. AI Number 0.003%
    23. YourGPT 0.0027%
    24. Voiceflow 0.0024%
    25. Gorgias 0.0022%
    26. AnswerHero 0.0019%
    27. Incogneato 0.0019%
    28. Unthread 0.0019%
    29. Wotnot 0.0019%
    30. Beeble 0.0013%
    31. Ravenna 0.0011%
    32. Tolto 0.0008%
    33. Ask AI 0.0005%
    1. DocuSign 0.35%
    2. Vanta 0.019%
    3. Naq 0.0094%
    4. Vera 0.0086%
    5. Middesk 0.0078%
    6. Hey Bubba! 0.0066%
    7. ComplyAdvantage 0.0056%
    8. GC AI 0.0027%
    9. Copyleaks 0.0024%
    10. LawY 0.0008%
    11. Laki 0.0003%

    Finance & Accounting · 0.15%

    1. Dext 0.11%
    2. Monitr 0.011%
    3. LivePlan 0.0075%
    4. AutoEntry 0.0061%
    5. Apron 0.0038%
    6. Futrli by Sage 0.0034%
    7. Sphere 0.003%
    8. Pagos 0.0021%
    9. Stampli 0.0021%
    10. Briefcase 0.0008%

    Operations & Supply Chain · 0.11%

    1. AfterShip 0.029%
    2. SAP 0.021%
    3. Unleashed 0.02%
    4. Pipefy 0.014%
    5. Copilot 0.0078%
    6. Matterport 0.01%
    7. Cortecs 0.0058%
    8. Swan AI 0.004%

    IT & Security · 0.11%

    1. afi.ai 0.042%
    2. TitanHQ 0.0094%
    3. Veriff 0.0091%
    4. OneLogin 0.008%
    5. Pipl Trust 0.0075%
    6. Fingerprint 0.0074%
    7. Akismet 0.0067%
    8. SentinelOne 0.0046%
    9. Teramind 0.0046%
    10. Spin.ai 0.0038%
    11. Castle 0.0029%
    12. Persona 0.0019%

    People Ops & Talent · 0.078%

    1. Metaview 0.041%
    2. Peec AI 0.034%
    3. WorkSpark 0.0014%
    4. Homie 0.001%
    • 12.3%of all software purchases go to Anthropic/Claude, the most-purchased AI tool
    • 2.1×Claude's share of purchases compared with OpenAI/ChatGPT's 5.9%
    • 60%of AI tool purchases go to the ten most-purchased tools
    • 92%of AI tool purchases sit in four categories: AI Platforms, Collaboration, Marketing and Engineering

    The AI 20

    AI tools ranked by payment activity in 2026

    The 20 most-purchased AI tools over the last 12 months. Anthropic/Claude accounts for 12.3% of all software purchases on Cledara, ahead of OpenAI/ChatGPT and Google Workspace.

    Ranks count every purchase and renewal over the last 12 months. Shares are a percentage of all software purchases on Cledara, so AI tools can be compared directly with the rest of the software market.

    #ToolTypePayment-activity share1 in NPayment-activity rank
    1

    Anthropic/ClaudeAI Platforms & Model Ops

    AI-native
    12.3%
    1 in 8#1
    2

    OpenAI/ChatGPTAI Platforms & Model Ops

    AI-native
    5.9%
    1 in 17#2
    3

    Google WorkspaceCollaboration & Productivity

    Hyperscaler
    3.5%
    1 in 28#4
    4

    CursorEngineering & DevOps

    AI-native
    3.2%
    1 in 31#5
    5

    GitHubEngineering & DevOps

    AI-embedded
    2.1%
    1 in 48#7
    6

    FigmaMarketing & Growth

    AI-embedded
    1.3%
    1 in 78#10
    7

    SlackCollaboration & Productivity

    AI-embedded
    1.0%
    1 in 99#11
    8

    WebflowMarketing & Growth

    AI-embedded
    0.96%
    1 in 104#12
    9

    ZoomCollaboration & Productivity

    AI-embedded
    0.83%
    1 in 121#13
    10

    HubspotMarketing & Growth

    AI-embedded
    0.8%
    1 in 124#14
    11

    ZapierEngineering & DevOps

    AI-embedded
    0.76%
    1 in 131#16
    12

    VercelEngineering & DevOps

    AI-embedded
    0.76%
    1 in 131#17
    13

    NotionCollaboration & Productivity

    AI-embedded
    0.73%
    1 in 137#19
    14

    CanvaMarketing & Growth

    AI-embedded
    0.72%
    1 in 138#20
    15

    MiroCollaboration & Productivity

    AI-embedded
    0.67%
    1 in 149#23
    16

    Intuit MailchimpMarketing & Growth

    AI-embedded
    0.53%
    1 in 188#25
    17

    ElevenLabsMarketing & Growth

    AI-native
    0.5%
    1 in 199#26
    18

    LovableEngineering & DevOps

    AI-native
    0.47%
    1 in 212#27
    19

    TypeformMarketing & Growth

    AI-embedded
    0.47%
    1 in 215#28
    20

    OpenRouterAI Platforms & Model Ops

    AI-native
    0.46%
    1 in 215#29

    Of the 20 most-purchased AI tools, 6 are AI-native, 13 AI-embedded and 1 hyperscaler. Together they account for 38% of all software purchases and renewals on Cledara. Marketing & Growth is the most represented category, with 7 of the 20 tools.

    "1 in N" turns a tool's share into plain odds: one in every N software purchases and renewals on Cledara goes to that tool. Payment-activity rank places each AI tool among every product bought through Cledara, AI or not.

    twelve territories

    The AI market map by category

    Every AI product companies pay for through Cledara, mapped by category and classified as AI-native, AI-embedded or hyperscaler. Use it to see which AI tools dominate each part of the stack and where new challengers are breaking through.

    AI Platforms & Model Ops

    369 AI tools · 9 subcategories

    Anthropic/Claude leads with 61% of the category's AI purchases, ahead of OpenAI/ChatGPT (5.9%). AI-native tools take >99%.

    AI-native >99%AI-embedded <1%Hyperscaler <1%

    Collaboration & Productivity

    180 AI tools · 12 subcategories

    Google Workspace leads with 35% of the category's AI purchases, ahead of Slack (1.0%). AI-native tools take 13%.

    AI-native 13%AI-embedded 52%Hyperscaler 35%

    Marketing & Growth

    485 AI tools · 11 subcategories

    Figma leads with 14% of the category's AI purchases, ahead of Webflow (0.96%). AI-native tools take 27%.

    AI-native 27%AI-embedded 73%

    Engineering & DevOps

    120 AI tools · 10 subcategories

    Cursor leads with 34% of the category's AI purchases, ahead of GitHub (2.1%). AI-native tools take 47%.

    AI-native 47%AI-embedded 53%Hyperscaler <1%

    Data & Analytics

    83 AI tools · 9 subcategories

    Datadog leads with 36% of the category's AI purchases, ahead of Hotjar (0.16%). AI-native tools take 6%.

    AI-native 6%AI-embedded 94%

    Sales & Revenue

    154 AI tools · 7 subcategories

    Apollo.io leads with 31% of the category's AI purchases, ahead of Clay Labs (0.18%). AI-native tools take 90%.

    AI-native 90%AI-embedded 10%

    Customer Success & Support

    96 AI tools · 7 subcategories

    Intercom leads with 30% of the category's AI purchases, ahead of Zendesk (0.27%). AI-native tools take 12%.

    AI-native 12%AI-embedded 88%

    Finance & Accounting

    43 AI tools · 6 subcategories

    Dext leads with 74% of the category's AI purchases, ahead of Monitr (0.011%). AI-native tools take 7%.

    AI-native 7%AI-embedded 93%

    Operations & Supply Chain

    45 AI tools · 7 subcategories

    AfterShip leads with 26% of the category's AI purchases, ahead of SAP (0.021%). AI-native tools take 16%.

    AI-native 16%AI-embedded 84%

    IT & Security

    41 AI tools · 8 subcategories

    afi.ai leads with 39% of the category's AI purchases, ahead of TitanHQ (0.0094%). AI-native tools take 57%.

    AI-native 57%AI-embedded 43%

    People Ops & Talent

    55 AI tools · 6 subcategories

    Metaview leads with 53% of the category's AI purchases, ahead of Peec AI (0.034%). AI-native tools take 98%.

    AI-native 98%AI-embedded 2%

    Breaking through

    Largest three-month activity-rank gains among AI-native tools

    Highperformr is the fastest-rising AI-native tool, up 1,442 places in the popularity ranking over three months, as of 6 November 2026, 13:16 UTC.

    Highperformr

    Marketing & Growth

    +1,442places in 3 months

    Anam

    Customer Success & Support

    +1,258places in 3 months

    Kie.ai

    Marketing & Growth

    +1,224places in 3 months

    Venice AI

    AI Platforms & Model Ops

    +1,180places in 3 months

    Sphere

    Finance & Accounting

    +1,005places in 3 months

    View as a table
    ToolCategoryRank 3 months agoRank nowRanks gained
    HighperformrMarketing & Growth#2,675#1,2331,442
    AnamCustomer Success & Support#2,725#1,4671,258
    Kie.aiMarketing & Growth#2,588#1,3641,224
    Venice AIAI Platforms & Model Ops#2,720#1,5401,180
    SphereFinance & Accounting#2,686#1,6811,005

    Three kinds of AI

    AI-native vs AI-embedded vs hyperscaler

    Every product on this map carries one of three classifications. AI-native products are built primarily around AI models; Anthropic/Claude is one. AI-embedded products add AI features to an existing software platform, like GitHub. Hyperscalers are the large cloud platforms that ship AI services alongside everything else, like Google Workspace. Of the AI tools on the map, 68% are AI-native, 31.3% AI-embedded and 0.7% hyperscalers.

    Share of tools on the map1,731 tools

    Share of AI tool purchasesLast 12 months

    Hyperscalers are 0.7% of the tools and 6.8% of AI purchases. AI-native tools make up 68% of the map and 55.7% of what companies buy.

    • AI-native

      Built around AI models. Anthropic/Claude, OpenAI/ChatGPT, Cursor.

    • AI-embedded

      Established software with AI built in. GitHub, Figma, Slack.

    • Hyperscaler

      Large cloud platforms shipping AI alongside everything else. Google Workspace, Google One, Google Colab.

    Origins

    When and where the AI tools were born

    The class of 2023 dominates: more AI tools on the map were founded in 2023 than in any other year. The United Kingdom is the second-largest home for AI tools on the map, after the United States.

    Founding year

    AI tools on the map by the year the company was founded.

    Headquarters

    AI tools on the map by recorded headquarters country.

    1. United States740
    2. United Kingdom125
    3. Germany51
    4. France36
    5. Canada31
    6. Australia23
    7. Netherlands23
    8. Singapore23
    9. Sweden21
    10. Israel19

    The full catalogue

    Every AI tool on the map

    Filter the catalogue by founded year, category or headquarters country. PNG exports show up to six tools in each of the twelve largest categories; CSV and JSON include every matching tool.

    All founded years
    Founded yearsReset all filters
    Reset
    View data table

    This table contains the tools on this catalogue page. Complete data is available in the CSV and JSON downloads. The activity ranking above always describes the full published population.

    ProductCategorySubcategoryDescription
    HyperAgentAI Platforms & Model OpsAI Agents & AutomationHyperAgent is a cloud-based orchestration platform that enables teams to deploy and manage fleets of autonomous AI agents designed to execute complex, multi-step business workflows. It features a learnable "skills" system that allows agents to refine specific organisational processes over time, while providing centralised management tools for monitoring performance, controlling costs, and A/B testing various AI models and configurations.
    HyperAgentAI Platforms & Model OpsAI Agents & AutomationHyperAgent is a cloud-based orchestration platform that enables teams to deploy and manage fleets of autonomous AI agents designed to execute complex, multi-step business workflows. It features a learnable "skills" system that allows agents to refine specific organisational processes over time, while providing centralised management tools for monitoring performance, controlling costs, and A/B testing various AI models and configurations.
    Inworld AIAI Platforms & Model OpsAI Agents & AutomationInworld AI provides a platform and SDKs for creating realistic AI-driven characters and conversational agents with personality, memory, and behaviour controls for games, virtual worlds, and interactive experiences. Developers can integrate its runtime and tooling into engines like Unity and Unreal to build immersive NPCs and chat experiences.
    LemonBAI Platforms & Model OpsAI Agents & AutomationLemonB provides domain-specific AI platforms such as TenderB, which automates tendering processes, and ReportB, which generates business reports. Its products focus on integration, data compliance in Europe, and autonomous operation.
    MindPalAI Platforms & Model OpsAI Agents & AutomationMindPal provides a platform for creating and deploying AI agents. It allows automation of business workflows through configurable AI tools.
    MindPalAI Platforms & Model OpsAI Agents & AutomationMindPal provides a platform for creating and deploying AI agents. It allows automation of business workflows through configurable AI tools.
    MyClawAI Platforms & Model OpsAI Agents & AutomationMyClaw.ai is a managed cloud hosting platform that provides one-click deployment and continuous operation of autonomous AI agents based on the open-source OpenClaw framework, offering always-on personal AI assistants without DevOps setup. It targets individuals and businesses seeking easy access to autonomous AI and task automation.
    MyClawAI Platforms & Model OpsAI Agents & AutomationMyClaw.ai is a managed cloud hosting platform that provides one-click deployment and continuous operation of autonomous AI agents based on the open-source OpenClaw framework, offering always-on personal AI assistants without DevOps setup. It targets individuals and businesses seeking easy access to autonomous AI and task automation.
    ParallelAI Platforms & Model OpsAI Agents & AutomationParallel provides web infrastructure and search APIs designed specifically for AI agents. It allows artificial intelligence applications to search, extract, monitor, and reason over real-time web data with cited sources and structured outputs.
    PicoloAI Platforms & Model OpsAI Agents & AutomationPicolo AI is an operational AI platform for consumer and e-commerce brands that deploys autonomous agents across customer support, subscriptions, fraud detection, logistics, and marketing. It connects directly into tools like Shopify, Gorgias, and Klaviyo to automate end-to-end business workflows and allow lean teams to scale without adding headcount.
    PRISMAI Platforms & Model OpsAI Agents & AutomationPRISM provides a financial data aggregation layer and native Model Context Protocol (MCP) server built for AI agents and developer workflows.
    RepromptAI Platforms & Model OpsAI Agents & AutomationReprompt is a platform that provides AI agents that automatically validate, and analyse location-based data by processing inputs such as web content, geospatial information, images, and documents for real-time data workflows.
    GrokAI Platforms & Model OpsAI Assistants & CopilotsGrok 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.
    HarveyAI Platforms & Model OpsAI Assistants & CopilotsHarvey, powered by Vartion, provides a search and analysis interface for scientific and biological literature by retrieving and interpreting patterns from public and private biological data sources. The platform supports users in quickly locating relevant scientific information from large databases to assist research tasks.
    KimiAI Platforms & Model OpsAI Assistants & CopilotsKimi is an AI assistant developed by Moonshot AI that provides large language model capabilities for chat, content generation, and data analysis. It enables users to perform tasks such as writing, research, coding, and document processing.
    KimiAI Platforms & Model OpsAI Assistants & CopilotsKimi is an AI assistant developed by Moonshot AI that provides large language model capabilities for chat, content generation, and data analysis. It enables users to perform tasks such as writing, research, coding, and document processing.
    LangdockAI Platforms & Model OpsAI Assistants & CopilotsLangdock is an AI platform that offers a secure and flexible ChatGPT-like application for businesses, enabling them to drive GenAI adoption within their organisations. The platform supports multiple large language models (LLMs) from various providers, including GPT-4 Turbo, and allows companies to integrate their own models.
    LooksMaxxing AIAI Platforms & Model OpsAI Assistants & CopilotsLooksMaxxing AI is an AI-powered web application that analyses selfies and photos to provide attractiveness, grooming, and appearance improvement feedback.
    Maax AIAI Platforms & Model OpsAI Assistants & CopilotsMaax AI is a conversational AI platform
    OkaraAI Platforms & Model OpsAI Assistants & CopilotsOkara provides a private artificial intelligence platform that gives users access to multiple open-source models through an encrypted chat interface.
    OpenCodeAI Platforms & Model OpsAI Assistants & Copilots-
    Palabra.aiAI Platforms & Model OpsAI Assistants & CopilotsPalabra.ai provides AI-powered language and communication tools for businesses. The platform uses artificial intelligence to assist with content creation, communication workflows, and language processing tasks.
    QoQoAI Platforms & Model OpsAI Assistants & CopilotsQoQo provides an AI companion for UX design, offering an organised perspective during the early stages of the design process. It aids in obtaining a broad understanding and insights to enhance the user experience.
    Hive MechanicsAI Platforms & Model OpsAI Development Tools-
    HopperAI Platforms & Model OpsAI Development Tools-
    Hyper3DAI Platforms & Model OpsAI Development ToolsHyper3D provides an AI-powered platform for generating 3D models from images or text. It includes tools for creating production-ready assets with clean topology, PBR materials, and optimised geometry for use in games, product design, architecture, and 3D printing.
    IBMAI Platforms & Model OpsAI Development Tools-
    ImagtuneAI Platforms & Model OpsAI Development ToolsImagtune provides an artificial intelligence interface for the generation and enhancement of digital images from text descriptions or existing visual inputs. Users utilise the system to modify artistic styles and improve image resolution for creative projects or commercial marketing content.
    ImagtuneAI Platforms & Model OpsAI Development ToolsImagtune provides an artificial intelligence interface for the generation and enhancement of digital images from text descriptions or existing visual inputs. Users utilise the system to modify artistic styles and improve image resolution for creative projects or commercial marketing content.
    JoggAIAI Platforms & Model OpsAI Development ToolsJoggAI offers an API and platform to generate avatar videos, transform URLs or scripts into videos, and animate photos. It provides tools like voice cloning, lip-sync, and batch video generation to integrate video output into workflows.
    KnitAI Platforms & Model OpsAI Development ToolsKnit is a platform for managing AI prompts, offering features to store, edit, and run prompts efficiently. Users can organise prompts into projects, set up different use cases, manage project members and settings, and collaborate on prompts with varying access control levels.
    Leonardo.aiAI Platforms & Model OpsAI Development Tools-
    LM StudioAI Platforms & Model OpsAI Development ToolsLM Studio is a desktop application for discovering, downloading, and running large language models locally on your own computer. It provides a user interface and developer tools for offline AI chat, model management, and local inference.
    LudoAI Platforms & Model OpsAI Development ToolsLudo is a platform designed to enhance game development processes using artificial intelligence. It offers a range of tools that aid in generating new game concepts, researching market trends, and boosting creativity in game design. The platform provides data-driven insights for market analysis, helping users identify and capitalize on current trends. It also features a comprehensive resource for game development, including game and image search capabilities, and the generation of various game elements.
    MammouthAI Platforms & Model OpsAI Development Tools-
    MathpixAI Platforms & Model OpsAI Development ToolsMathpix is an AI-driven solution that focuses on document automation services. It enables users to efficiently and precisely convert PDFs and images into text that can be searched, exported, and processed by machines.
    MindeeAI Platforms & Model OpsAI Development ToolsMindee is a platform that helps developers incorporate advanced document parsing and automation features into their software applications.
    MultiSetAI Platforms & Model OpsAI Development ToolsMultiSet provides software for visual positioning, 3D mapping, localization, and object tracking. The platform offers APIs and cloud services for robotics, augmented reality, and spatial computing applications.
    MusicfyAI Platforms & Model OpsAI Development ToolsMusicfy is a platform that uses AI technology for music composition, generation, and AI voice synthesis
    Nextech AR SolutionsAI Platforms & Model OpsAI Development ToolsNextech3D.ai provides an AI-driven platform for 3D modelling and spatial computing, serving as a primary 3D asset supplier for Amazon’s e-commerce platform. The company's product suite includes Toggle3D.ai for CAD-to-3D conversion, ARway.ai for indoor navigation, and a dedicated platform for digital event management.
    Novita AIAI Platforms & Model OpsAI Development Tools-
    PipeboardAI Platforms & Model OpsAI Development ToolsPipeboard is a Model Context Protocol (MCP) server that connects advertising platforms, including Meta Ads and Google Ads, directly to LLM-enabled interfaces like Claude or Cursor.
    PixVerseAI Platforms & Model OpsAI Development ToolsPixVerse is an AI-driven platform that converts text prompts and static images into short-form videos using generative models. It supports features like lip-syncing, motion effects, and 4K upscaling. The platform offers a REST API for integration and provides templates for various visual styles.
    PlasticityAI Platforms & Model OpsAI Development ToolsPlasticity is a platform that focuses on neural network modelling and artificial intelligence development.
    PlugBearAI Platforms & Model OpsAI Development ToolsPlugBear is a platform that allows users to integrate artificial intelligence into their applications. It connects AI models to applications, enabling automation and functionality improvements.
    PolaronAI Platforms & Model OpsAI Development ToolsPolaron is a platform that uses artificial-intelligence and microstructural image data to accelerate the design and optimisation of advanced materials. It converts image-based data into 3D representations and uses AI-driven optimisation to reduce the time, cost, and number of prototypes needed for new material development.
    Prompt CowboyAI Platforms & Model OpsAI Development ToolsPrompt Cowboy is a web-based platform for creating, managing, and sharing AI prompts and workflows to help teams optimise and scale large language model outputs.
    Prompt CowboyAI Platforms & Model OpsAI Development ToolsPrompt Cowboy is a web-based platform for creating, managing, and sharing AI prompts and workflows to help teams optimise and scale large language model outputs.
    PromptmetheusAI Platforms & Model OpsAI Development ToolsPromptmetheus is an Integrated Development Environment (IDE) designed to assist users in composing, testing, and optimising prompts for Large Language Models (LLMs). It supports over 100 LLMs and various inference APIs, enabling users to create and refine prompts for AI applications and workflows.
    pyannoteAIAI Platforms & Model OpsAI Development ToolspyannoteAI provides a cloud-based speech processing platform. It offers APIs for speaker identification and audio analysis.
    QuickMagicAI Platforms & Model OpsAI Development ToolsQuickMagic is a cloud-hosted AI motion-capture platform that converts 2D video input (up to 100 MB, 30 s free tier; longer via paid plan) into 3D skeletal animation data. It analyses human joint positions (upper body, hands), auto-detects keyframes, applies physics-based smoothing, and exports FBX, BIP, VMD, UE formats.
    RagieAI Platforms & Model OpsAI Development Tools-
    Remaker AIAI Platforms & Model OpsAI Development Tools-
    Repo PromptAI Platforms & Model OpsAI Development ToolsRepo Prompt converts code repositories into structured text files for integration into large language model context windows. The system facilitates the selection of relevant project files and generates architectural summaries to assist artificial intelligence in understanding complex software codebases.
    Repo PromptAI Platforms & Model OpsAI Development ToolsRepo Prompt converts code repositories into structured text files for integration into large language model context windows. The system facilitates the selection of relevant project files and generates architectural summaries to assist artificial intelligence in understanding complex software codebases.
    LibreChatAI Platforms & Model OpsAI PlatformLibreChat is an open-source AI chat platform that allows users to integrate multiple language models from different providers into a unified conversational interface. The platform supports model switching, conversation branching, file and image uploads, and customisation of UI and model endpoints.
    neptune.aiAI Platforms & Model OpsAI Platformneptune.ai is a machine learning experimentation platform that facilitates collaborative and organised model development and deployment.
    NoveumAI Platforms & Model OpsAI PlatformNoveum is a platform that provides an AI gateway to route API calls to multiple large language model providers, collecting performance metrics such as latency, cost, and token usage. It enables users to evaluate and compare models using custom or preloaded datasets.
    PoeAI Platforms & Model OpsAI PlatformPoe is a tool that allows users to ask questions and receive answers from AI bots built on top of large language models (LLMs).
    Prime IntellectAI Platforms & Model OpsAI PlatformPrime Intellect provides a decentralised platform for AI development, offering scalable compute resources to train AI models across multiple clouds for collaborative innovation.
    ReductoAI Platforms & Model OpsAI PlatformReducto is a document ingestion API that accepts unstructured files (PDFs, images, spreadsheets, slide decks) and returns structured, schema-based outputs optimised for large language model workflows. It can also support document editing tasks like filling forms or modifying content via API calls.
    Hugging FaceAI Platforms & Model OpsLLM Providers & APIs-
    Mistral AIAI Platforms & Model OpsLLM Providers & APIs-
    MxSpeechAI Platforms & Model OpsLLM Providers & APIsMxSpeech provides AI-powered speech recognition and natural language processing tools, helping businesses enhance customer interactions and streamline communication processes through accurate transcription and analysis.
    Nari DiaAI Platforms & Model OpsLLM Providers & APIsNari Dia offers advanced AI-powered text-to-speech solutions, including the Dia 1.6B TTS model, capable of generating ultra-realistic dialogue with natural intonation, rhythm, and emotion.
    NeuphonicAI Platforms & Model OpsLLM Providers & APIsNeuphonic provides real-time voice AI services such as text-to-speech, voice cloning, and programmable voice agents through an API. The platform is used by developers and enterprises that require low-latency, natural-sounding voices for support, sales, and conversational AI applications.
    Nous ResearchAI Platforms & Model OpsLLM Providers & APIs-
    Promptitude.ioAI Platforms & Model OpsLLM Providers & APIsPromptitude.io is an AI tool that provides an API for the integration of GPT into SaaS and mobile apps.
    GPU.aiAI Platforms & Model OpsML Ops & Model TrainingGPU.ai provides cloud-based GPU infrastructure and AI compute services for training, inference, and high-performance workloads. It offers access to GPU resources and related platform capabilities for organisations building and running AI applications.
    GROQAI Platforms & Model OpsML Ops & Model Training-
    HammingAI Platforms & Model OpsML Ops & Model TrainingHamming provides a platform that automates testing and monitoring of AI voice agents through simulated calls and analytics. It enables teams to evaluate and optimise AI voice systems for production use.
    HastyAI Platforms & Model OpsML Ops & Model TrainingHasty is a vision AI platform that enables users to upload image and video datasets, label visual data, and use those labeled datasets to build, compare, and deploy custom computer vision models for machine learning workflows. The platform supports annotation and model training tasks to help data and AI teams prepare training data and iterate on vision AI projects.
    HPC-AIAI Platforms & Model OpsML Ops & Model TrainingHPC-AI Tech provides an open-source software stack that optimises the training and deployment of large-scale artificial intelligence models across high-performance computing clusters.
    HPC-AIAI Platforms & Model OpsML Ops & Model TrainingHPC-AI Tech provides an open-source software stack that optimises the training and deployment of large-scale artificial intelligence models across high-performance computing clusters.
    HumanloopAI Platforms & Model OpsML Ops & Model TrainingHumanloop is a platform that assists developers in building applications using large language models, primarily focusing on data labelling and annotation for machine learning tasks.
    HumanSignalAI Platforms & Model OpsML Ops & Model TrainingHumanSignal's Label Studio Enterprise is a data labelling platform supporting image, video, audio, text, and time series data. It offers customisable interfaces, LLM-assisted pre-labelling, and ML model integration. Limitations include performance constraints with large files (e.g., videos >1 hour, audio >30 minutes). Deployment requires cloud or on-premises infrastructure
    HyperbolicAI Platforms & Model OpsML Ops & Model TrainingHyperbolic provides cloud infrastructure for artificial intelligence workloads. The platform enables users to access GPU computing resources for model training and inference.
    HyperbolicAI Platforms & Model OpsML Ops & Model TrainingHyperbolic provides cloud infrastructure for artificial intelligence workloads. The platform enables users to access GPU computing resources for model training and inference.
    Inception LabsAI Platforms & Model OpsML Ops & Model TrainingInception Labs develops artificial intelligence systems focused on automating complex research and data synthesis tasks for enterprise clients. The platform provides tools for generating structured insights and managing specialized AI models within business workflows.
    KiliAI Platforms & Model OpsML Ops & Model TrainingKili is a platform that simplifies data labelling, error correction, and operations for AI and machine learning projects, while also providing expert labelling services.
    LandingAIAI Platforms & Model OpsML Ops & Model TrainingLandingAI offers a vision/visual-AI platform that lets organisations build, label, train and deploy custom vision model, for tasks like document extraction, image analysis, object detection and other machine-vision use cases.
    LLMbaseAI Platforms & Model OpsML Ops & Model TrainingLLMbase is an AI platform for building, testing, and managing applications powered by large language models. It helps teams experiment with prompts and models, evaluate outputs, and operationalize LLM workflows.
    MindsDBAI Platforms & Model OpsML Ops & Model TrainingMindsDB provides a platform that enables users to integrate machine learning models into databases and data workflows. It allows teams to build and deploy predictive models using SQL-based interfaces.
    Moonlake AIAI Platforms & Model OpsML Ops & Model TrainingMoonlake AI is an AI platform that provides tools for building, deploying, and managing large language model–based applications and assistants. It enables teams to integrate AI capabilities into products and workflows.
    OllamaAI Platforms & Model OpsML Ops & Model TrainingOllama provides tools to run and manage large language models locally or on private infrastructure, offering a developer-friendly CLI and desktop app to serve models and build AI applications.
    Orq.aiAI Platforms & Model OpsML Ops & Model TrainingOrq.ai is a centralised environment for software operations teams to manage large language model workflows. It helps teams design, deploy, monitor, and optimise AI applications and workflows. It provides tooling for prompt management, experimentation, observability, and governance for production AI systems.
    Orq.aiAI Platforms & Model OpsML Ops & Model TrainingOrq.ai is a centralised environment for software operations teams to manage large language model workflows. It helps teams design, deploy, monitor, and optimise AI applications and workflows. It provides tooling for prompt management, experimentation, observability, and governance for production AI systems.
    PaperspaceAI Platforms & Model OpsML Ops & Model TrainingA cloud platform that enables users to develop, train, and deploy AI models, offering GPU compute resources, virtual desktops, and centralised management for scalable workloads.
    PromptFooAI Platforms & Model OpsML Ops & Model TrainingPromptFoo provides testing, validation, and monitoring tools for LLM prompts and outputs, enabling teams to write tests, evaluate model responses, and track regression across models. It offers both an open-source CLI and a hosted web service for continuous prompt quality assurance.
    RecombeeAI Platforms & Model OpsML Ops & Model TrainingRecombee is a software company that offers a recommendation engine. It provides personalised product and content recommendations based on collaborative and content-based filtering algorithms to improve user experience. The system includes features such as real-time personalisation, AI-powered A/B testing, and advanced business rules.
    ReLensAI Platforms & Model OpsML Ops & Model TrainingReLens is a platform that enables users to monitor and analyse how their products are mentioned and utilised by large language models across various AI platforms. It provides tools to track product visibility, detect potential misrepresentations, and identify opportunities to enhance AI-driven brand presence.
    Google GeminiAI Platforms & Model OpsOther-
    Hour OneAI Platforms & Model OpsOtherHour One is a platform that provides AI-powered video generation tools. It utilises text-to-video technology and incorporates hyper-realistic AI avatars. The platform supports over 100 languages and various accents and voices, catering to a range of video creation needs. It is designed to be user-friendly, requiring no specialized design or editing skills.
    LALAL.AIAI Platforms & Model OpsOtherLALAL.AI is an audio processing tool that separates vocals and instruments from audio files. Users can upload audio and extract individual audio tracks.
    Natural ReadersAI Platforms & Model OpsOtherNatural Readers is a text-to-speech software that converts written text into spoken words.
    OCR SpaceAI Platforms & Model OpsOther-
    Mem0AI Platforms & Model OpsVector DatabasesMem0 provides a memory layer for AI applications that enables systems to store and retrieve user interactions and context over time. It allows AI agents and applications to learn from past interactions and deliver more personalised responses.
    Mem0AI Platforms & Model OpsVector DatabasesMem0 provides a memory layer for AI applications that enables systems to store and retrieve user interactions and context over time. It allows AI agents and applications to learn from past interactions and deliver more personalised responses.
    MixedbreadAI Platforms & Model OpsVector DatabasesMixedbread provides an omnimodal search and retrieval platform that allows artificial intelligence models to access and process text, images, and video content. The infrastructure utilises specialized embedding models and reranking technology to deliver precise context for complex agentic workflows.
    MixedbreadAI Platforms & Model OpsVector DatabasesMixedbread provides an omnimodal search and retrieval platform that allows artificial intelligence models to access and process text, images, and video content. The infrastructure utilises specialized embedding models and reranking technology to deliver precise context for complex agentic workflows.

    Method

    About this dataset

    This AI market map covers 1,731 AI products, from AI-native tools to AI-embedded software and hyperscalers, ranked by how often companies buy and renew them over the last 12 months. Anthropic/Claude ranks ahead of OpenAI/ChatGPT as of 6 November 2026, 13:16 UTC. Updated monthly.

    Measure
    Share of all software purchases and renewals on Cledara
    Window
    Trailing 12 months, through October 2026
    Classification
    AI-native, AI-embedded, hyperscaler
    Updated
    Licence
    CC BY-NC 4.0

    Read the methodology

    Frequently asked questions

    What are the most popular AI tools in 2026?

    Anthropic/Claude, OpenAI/ChatGPT and Google Workspace are the most-purchased AI tools on Cledara over the last 12 months, as of 6 November 2026, 13:16 UTC. See the top-20 ranking above.

    Which AI tool do companies buy most?

    Anthropic/Claude is the most-purchased AI tool, ahead of OpenAI/ChatGPT, with 12.3% of all software purchases on Cledara over the last 12 months.

    Is Claude or ChatGPT more popular with businesses?

    Anthropic/Claude ranks higher in business purchases over the last 12 months, as of 6 November 2026, 13:16 UTC. See the full Claude vs ChatGPT comparison for spend and overlap data.

    How many AI tools does the map cover?

    The map covers 1,731 AI products across 13 categories, from model providers and AI coding tools to AI features inside established software. It is updated monthly as new AI tools reach business buyers.

    What counts as an AI-native product?

    AI-native products are built primarily around AI models (e.g. Anthropic/Claude); AI-embedded products add AI to an existing platform (e.g. GitHub). Every product on the map is labelled with its classification.

    Related data

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    Every tool and every category has its own link, ready for a post, a deck or a newsletter.

    Share

    Links open the map with a tool or category already highlighted.

    data.cledara.com/ai-market-map
      ?vendor=cursor
      ?zoom=engineering-and-devops

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    Put a finding from the map in an article or newsletter, with a credit link back to the source.

    <figure>
      <blockquote cite="…">…</blockquote>
      <figcaption>Source: Cledara
        AI Market Map</figcaption>
    </figure>

    Cite

    Include the source URL and the data date in your citation.

    Cledara AI Market Map, "Real-Time AI Market Map (2026)", data.cledara.com, updated 6 November 2026, 13:16 UTC. Cite with attribution under the site's CC BY-NC 4.0 data licence.

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