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Rank.ai Index

Most cited pages in AI developer tools answers

132 source pages ranked by how often AI answers cite them.
Recorded Sep 16, 2026Rotating scheduleSource: Rank.ai's prompt benchmark: fixed buying questions put to the OpenAI, Anthropic and Google model APIs, with Rank.ai's web searchHow this board is measuredCSV / JSON

19.4%

youtube.com/watch ranks first

Cited answer coverage

132

Source pages ranked

Sep 16

Snapshot recorded

2026 · Rotating schedule

36

Answers behind each row

From the OpenAI, Anthropic and Google model APIs

Follow changes

All 132 source pages by cited answer coverage

youtube.com/watch leads at 19.4%; the middle of the board sits at 2.8%.

Ahead of second place
8.3%
Held by the top three
8%
Middle of the board
2.8%
Below half the leader
130 of 132
Highest 19.4%Middle 2.8%
1. youtube.com/watch: 19.4%2. mightybot.ai/blog/coding-ai-agents-for-accelerating-engineering-workflows/: 11.1%3. vellum.ai/blog/best-ai-coding-agents: 5.6%4. faros.ai/blog/best-ai-coding-agents-2026: 5.6%5. augmentcode.com/tools/best-ai-coding-agent-desktop-apps: 5.6%6. zapier.com/blog/ai-coding-tools/: 5.6%7. coderabbit.ai/: 5.6%8. reddit.com/r/ExperiencedDevs/comments/1nfzhqd/anyone_experimenting_with_ai_agents_that_pick_up/: 5.6%9. lumenalta.com/insights/a-practical-guide-to-parallel-coding-with-ai-agents: 5.6%10. medium.com/aimonks/parallel-ai-agents-the-next-wave-transforming-software-development-4e16caf058dd: 5.6%11. reddit.com/r/codereview/comments/1ctxbw7/which_is_best_ai_code_review_tool_that_youve_come/: 5.6%12. kodesage.ai/blog/ai-documentation-tools-for-legacy-code: 5.6%13. secondtalent.com/resources/ai-code-assistants-for-codebases/: 5.6%14. reddit.com/r/ChatGPTCoding/comments/1i14ogw/best_ai_assistant_for_large_codebases/: 5.6%15. artificialanalysis.ai/agents/coding: 5.6%16. augmentcode.com/tools/open-source-ai-code-review-tools-worth-trying: 5.6%17. aimadetools.com/blog/ai-coding-tools-pricing-2026/: 2.8%18. builder.io/blog/best-ai-code-editors: 2.8%19. checkmarx.com/learn/ai-security/top-12-ai-developer-tools-in-2026-for-security-coding-and-quality/: 2.8%20. community.intersystems.com/post/proven-ai-%E2%80%94-modernizing-legacy-systems-ai-coding-agents: 2.8%21. daily.dev/blog/ai-code-editor-comparison-cursor-vs-vs-code-vs-windsurf/: 2.8%22. departmentofproduct.substack.com/p/what-is-parallel-ai-agent-coding: 2.8%23. devin.ai/blog/code-assistant-comparison-copilot-tabnine-ghostwriter-codeium: 2.8%24. digitalocean.com/resources/articles/ai-code-review-tools: 2.8%25. docs.langchain.com/oss/python/langchain/multi-agent: 2.8%26. gartner.com/reviews/market/ai-augmented-code-modernization-tools: 2.8%27. intuitionlabs.ai/articles/ai-code-assistants-large-codebases: 2.8%28. lumenalta.com/insights/how-to-evaluate-ai-coding-tools-for-enterprise-teams: 2.8%29. medium.com/data-science-collective/your-ai-coding-assistant-has-the-keys-to-your-machine-a3727b70f015: 2.8%30. mindstudio.ai/blog/compliance-first-ai-enterprise-deployments: 2.8%31. monday.com/blog/ai-agents/enterprise-ai-platforms/: 2.8%32. nimbalyst.com/blog/best-tools-for-running-parallel-ai-coding-agents/: 2.8%33. serverspace.us/about/blog/best-ides-and-code-editors-in-2026/: 2.8%34. truefoundry.com/blog/ai-coding-agent-pricing: 2.8%35. truefoundry.com/blog/vendor-lock-in-prevention: 2.8%36. anthropic.com/engineering/claude-code-auto-mode: 2.8%37. arxiv.org/html/2602.08915v2: 2.8%38. devopsschool.com/blog/top-10-ai-code-assistants-features-pros-cons-comparison-2/: 2.8%39. docs.langchain.com/oss/python/langgraph/workflows-agents: 2.8%40. domo.com/learn/article/ai-governance-tools: 2.8%41. entremt.com/ai-data-privacy-business-guide-2026/: 2.8%42. frontman.sh/blog/6-ai-coding-tools-production/: 2.8%43. getbeam.dev/blog/ai-coding-tools-pricing-guide-2026.html: 2.8%44. greptile.com/: 2.8%45. greptile.com/content-library/best-security-code-review-tools: 2.8%46. jacepopen.com/article/S2688-1152(25)00275-9/fulltext: 2.8%47. levelup.gitconnected.com/why-i-run-10-ai-coding-agents-at-once-and-my-team-thinks-im-crazy-e796545a69bc: 2.8%48. linkedin.com/posts/nikitaviktorov_ai-coding-tools-a-real-world-comparison-activity-7427125241262460928-Td3R: 2.8%49. mindstudio.ai/blog/best-ai-code-editors: 2.8%50. mindstudio.ai/blog/portable-ai-agent-stack-avoid-platform-lock-in: 2.8%51. openrouter.ai/apps/category/coding: 2.8%52. pecollective.com/tools/best-ai-coding-assistants/: 2.8%53. pricepertoken.com/coding-assistants: 2.8%54. reddit.com/r/ChatGPTCoding/comments/1htlx48/cursor_vs_windsurf_realworld_experience_with/: 2.8%55. snowmanlabs.com/insights/ai-powered-legacy-modernization: 2.8%56. aipractitioner.substack.com/p/scaling-langgraph-agents-parallelization: 2.8%57. appian.com/blog/acp/ai/address-the-long-tail-of-legacy-applications-with-ai-modernizati: 2.8%58. axify.io/blog/the-best-ai-coding-assistants-a-full-comparison-of-20-tools: 2.8%59. callmissed.com/blog/the-best-ai-code-review-tools-in-2026-hands-on-developer-comparison: 2.8%60. coderabbit.ai/blog/a-very-brief-history-of-ai-coding-from-copilot-to-next-gen-agents: 2.8%61. devtk.ai/en/blog/ai-coding-agent-cost-comparison-2026/: 2.8%62. facebook.com/groups/aiautomationagency.aaa/posts/1675366116923464/: 2.8%63. getdx.com/blog/ai-coding-assistant-pricing/: 2.8%64. glean.com/perspectives/navigating-compliance-risks-in-ai-code-analysis: 2.8%65. jetadmin.io/blog/what-is-cursor-ai-a-practical-guide-for-modern-software-teams/: 2.8%66. joinleland.com/library/a/ai-coding-agents: 2.8%67. kodesage.ai/blog/legacy-system-modernization: 2.8%68. linkedin.com/posts/natebjones_i-analyzed-512000-lines-of-leaked-code-activity-7447848916173193216-NJ-u: 2.8%69. protecto.ai/blog/best-data-privacy-tools/: 2.8%70. sweet.security/agent-security/ai-policy-enforcement-tools: 2.8%71. tessl.io/blog/anthropic-launches-ai-code-review-agents-that-scan-pull-requests-for-bugs: 2.8%72. abstracta.us/blog/ai/best-ai-agent-for-coding: 2.8%73. augmentcode.com/tools/6-ai-platforms-for-safe-legacy-code-modernization: 2.8%74. augmentcode.com/tools/ai-coding-assistants-for-large-codebases-a-complete-guide: 2.8%75. codecademy.com/article/cursor-vs-windsurf-ai-which-ai-code-editor-should-you-choose: 2.8%76. community.openai.com/t/codex-vscode-extension-agent-full-access-always-asks-for-approval/1355908: 2.8%77. dev.to/lightningdev123/best-open-source-cli-coding-agents-to-explore-in-2026-5bn7: 2.8%78. dev.to/rahulxsingh/the-state-of-ai-code-review-in-2026-trends-tools-and-whats-next-2gfh: 2.8%79. f22labs.com/blogs/7-best-ai-code-editors-in-2025/: 2.8%80. kodesage.ai/: 2.8%81. latenode.com/blog/ai-frameworks-technical-infrastructure/langgraph-multi-agent-orchestration/langgraph-multi-agent-orchestration-complete-framework-guide-architecture-analysis-2025: 2.8%82. linkedin.com/posts/andrewyng_ai-powered-phones-get-proactive-robot-antelope-activity-7366883733846548480-p0mp: 2.8%83. linkedin.com/posts/rayeitelporter_ai-dev-tools-risk-assessment-secure-your-activity-7392467095827038208-KiVD: 2.8%84. reddit.com/r/developers/comments/1fqwsg0/what_is_the_best_multifile_ai_code_editor_for/: 2.8%85. reddit.com/r/vscode/comments/1je1i6h/what_are_the_best_ai_code_assistants_for_vscode/: 2.8%86. scriptbyai.com/ai-coding-plan-comparison/: 2.8%87. sitepoint.com/ai-coding-tools-comparison-2026/: 2.8%88. tembo.io/blog/most-secure-ai-coding-tools-for-enterprises: 2.8%89. transcend.io/blog/the-best-tools-for-managing-ai-data-privacy-risks-in-2026: 2.8%90. agentdeals.dev/ai-coding-tools-pricing: 2.8%91. augmentcode.com/guides/7-soc-2-ready-ai-coding-tools-for-enterprise-security: 2.8%92. best.openssf.org/Security-Focused-Guide-for-AI-Code-Assistant-Instructions.html: 2.8%93. blog.n8n.io/best-ai-for-coding/: 2.8%94. corsactech.com/ai-powered-application-modernization: 2.8%95. daily.dev/blog/best-ai-coding-assistants-comparison/: 2.8%96. dialzara.com/blog/top-5-ai-tools-with-transparent-data-policies: 2.8%97. endorlabs.com/learn/ai-risk-reduction-complete-guide-to-mitigation-strategies-for-2026: 2.8%98. github.com/The-PR-Agent/pr-agent: 2.8%99. github.com/orgs/community/discussions/163572: 2.8%100. kimi.ai/resources/parallel-agent: 2.8%101. mastra.ai/articles/ai-code-review-tools: 2.8%102. medium.com/@d.jeziorski/the-ai-coding-tools-pricing-battle-who-offers-the-most-in-the-pro-plan-f8a3a6f63182: 2.8%103. medium.com/@manojjahgirdar/scale-a-multi-agent-system-effectively-by-parallel-execution-of-agents-acc79a126a0b: 2.8%104. myengineeringpath.dev/tools/agentic-ides/: 2.8%105. reddit.com/r/ChatGPTCoding/comments/1hgosbp/windsurf_vs_cursor_which_is_the_better_ai_code/: 2.8%106. aicentralresources.com/ai-tools-for-developers: 2.8%107. arxiv.org/html/2603.21489v2: 2.8%108. chatgpt.com/codex/pricing/: 2.8%109. dev.to/builderio/windsurf-vs-cursor-which-is-the-better-ai-code-editor-3m7n: 2.8%110. dev.to/jonathanvila/code-reviews-with-ai-a-developer-guide-3fam: 2.8%111. docs.github.com/copilot/reference/ai-models/model-comparison: 2.8%112. emergent.sh/learn/best-ai-coding-assistant: 2.8%113. permit.io/blog/securing-coding-agents-what-you-need-to-know: 2.8%114. stackoverflow.blog/2024/06/07/saumil-patel-squire-ai-agents-pr-pull-request-reviews-code/: 2.8%115. truefoundry.com/fr/blog/claude-code-security-best-practices: 2.8%116. zencoder.ai/blog/ai-code-review-tools: 2.8%117. aiagentslist.io/categories/coding: 2.8%118. arxiv.org/html/2604.14228v1: 2.8%119. builder.io/blog/windsurf-vs-cursor: 2.8%120. developersdigest.tech/blog/ai-coding-tools-pricing-2026: 2.8%121. dust.tt/blog/secure-enterprise-software-ai-powered-teams: 2.8%122. effectivesoft.com/blog/ai-legacy-code-modernization-migration.html: 2.8%123. medium.com/@manuelmj12310/how-i-built-an-ai-powered-workflow-to-auto-generate-github-pull-requests-842d37012b28: 2.8%124. reddit.com/r/ClaudeAI/comments/1kwm4gm/has_anyone_tried_parallelizing_ai_coding_agents/: 2.8%125. sourcegraph.com/blog/automated-code-review-tools: 2.8%126. exadel.com/news/legacy-modernization-with-ai-agents: 2.8%127. facebook.com/NewRelic/posts/90-of-software-engineers-will-use-ai-coding-assistants-by-2028tools-like-claude-/1495483909292737/: 2.8%128. nxcode.io/resources/news/ai-coding-tools-pricing-comparison-2026: 2.8%129. reddit.com/r/developers/comments/1txlnsf/asking_devs_who_proudly_have_5_agents_running_in/: 2.8%130. windsurf.com/compare/windsurf-vs-cursor: 2.8%131. diatomenterprises.com/blog/which-ai-is-best-for-coding-guide/: 2.8%132. huuhka.net/building-your-own-pr-reviewer-with-coding-agents/: 2.8%
Rank 1One bar per published rowRank 132

The prompt boards are re-run in rotation, about one category a day, so each board refreshes every few weeks and shows the date of its snapshot.

page cited answer: 1 on 116 of 132 rows · page engine breadth: 1 on 118 of 132 rows · 36 checks behind each row.

Most cited pages in AI developer tools answers current rankings
RankNameCited answer coveragePage best positionPage mean positionChangeWhy
01youtube.com/watch19.4%16 33This rank
02mightybot.ai/blog/coding-ai-agents-for-accelerating-engineering-workflows/11.1%25.3 45This rank
03vellum.ai/blog/best-ai-coding-agents5.6%12—This rank
04faros.ai/blog/best-ai-coding-agents-20265.6%34.5 90This rank
05augmentcode.com/tools/best-ai-coding-agent-desktop-apps5.6%35—This rank
06zapier.com/blog/ai-coding-tools/5.6%45 1This rank
07coderabbit.ai/5.6%12 13Showing
08reddit.com/r/ExperiencedDevs/comments/1nfzhqd/anyone_experimenting_with_ai_agents_that_pick_up/5.6%12.5—This rank
09lumenalta.com/insights/a-practical-guide-to-parallel-coding-with-ai-agents5.6%33.5—This rank
10medium.com/aimonks/parallel-ai-agents-the-next-wave-transforming-software-development-4e16caf058dd5.6%23.5 88This rank
11reddit.com/r/codereview/comments/1ctxbw7/which_is_best_ai_code_review_tool_that_youve_come/5.6%33.5 90This rank
12kodesage.ai/blog/ai-documentation-tools-for-legacy-code5.6%24 70This rank
13secondtalent.com/resources/ai-code-assistants-for-codebases/5.6%24—This rank
14reddit.com/r/ChatGPTCoding/comments/1i14ogw/best_ai_assistant_for_large_codebases/5.6%55 14This rank
15artificialanalysis.ai/agents/coding5.6%12—This rank
16augmentcode.com/tools/open-source-ai-code-review-tools-worth-trying5.6%44.5 13This rank
17aimadetools.com/blog/ai-coding-tools-pricing-2026/2.8%11—This rank
18builder.io/blog/best-ai-code-editors2.8%11—This rank
19checkmarx.com/learn/ai-security/top-12-ai-developer-tools-in-2026-for-security-coding-and-quality/2.8%11 56This rank
20community.intersystems.com/post/proven-ai-%E2%80%94-modernizing-legacy-systems-ai-coding-agents2.8%11—This rank
21daily.dev/blog/ai-code-editor-comparison-cursor-vs-vs-code-vs-windsurf/2.8%11—This rank
22departmentofproduct.substack.com/p/what-is-parallel-ai-agent-coding2.8%11 17This rank
23devin.ai/blog/code-assistant-comparison-copilot-tabnine-ghostwriter-codeium2.8%11 36This rank
24digitalocean.com/resources/articles/ai-code-review-tools2.8%11—This rank
25docs.langchain.com/oss/python/langchain/multi-agent2.8%11—This rank
26gartner.com/reviews/market/ai-augmented-code-modernization-tools2.8%11 10This rank
27intuitionlabs.ai/articles/ai-code-assistants-large-codebases2.8%11 16This rank
28lumenalta.com/insights/how-to-evaluate-ai-coding-tools-for-enterprise-teams2.8%11—This rank
29medium.com/data-science-collective/your-ai-coding-assistant-has-the-keys-to-your-machine-a3727b70f0152.8%11—This rank
30mindstudio.ai/blog/compliance-first-ai-enterprise-deployments2.8%11 26This rank
31monday.com/blog/ai-agents/enterprise-ai-platforms/2.8%11—This rank
32nimbalyst.com/blog/best-tools-for-running-parallel-ai-coding-agents/2.8%11 52This rank
33serverspace.us/about/blog/best-ides-and-code-editors-in-2026/2.8%11—This rank
34truefoundry.com/blog/ai-coding-agent-pricing2.8%11—This rank
35truefoundry.com/blog/vendor-lock-in-prevention2.8%11 16This rank
36anthropic.com/engineering/claude-code-auto-mode2.8%22 20This rank
37arxiv.org/html/2602.08915v22.8%22—This rank
38devopsschool.com/blog/top-10-ai-code-assistants-features-pros-cons-comparison-2/2.8%22—This rank
39docs.langchain.com/oss/python/langgraph/workflows-agents2.8%22—This rank
40domo.com/learn/article/ai-governance-tools2.8%22 88This rank
41entremt.com/ai-data-privacy-business-guide-2026/2.8%22—This rank
42frontman.sh/blog/6-ai-coding-tools-production/2.8%22—This rank
43getbeam.dev/blog/ai-coding-tools-pricing-guide-2026.html2.8%22—This rank
44greptile.com/2.8%22—This rank
45greptile.com/content-library/best-security-code-review-tools2.8%22—This rank
46jacepopen.com/article/S2688-1152(25)00275-9/fulltext2.8%22—This rank
47levelup.gitconnected.com/why-i-run-10-ai-coding-agents-at-once-and-my-team-thinks-im-crazy-e796545a69bc2.8%22—This rank
48linkedin.com/posts/nikitaviktorov_ai-coding-tools-a-real-world-comparison-activity-7427125241262460928-Td3R2.8%22—This rank
49mindstudio.ai/blog/best-ai-code-editors2.8%22—This rank
50mindstudio.ai/blog/portable-ai-agent-stack-avoid-platform-lock-in2.8%22—This rank
51openrouter.ai/apps/category/coding2.8%22—This rank
52pecollective.com/tools/best-ai-coding-assistants/2.8%22—This rank
53pricepertoken.com/coding-assistants2.8%22—This rank
54reddit.com/r/ChatGPTCoding/comments/1htlx48/cursor_vs_windsurf_realworld_experience_with/2.8%22—This rank
55snowmanlabs.com/insights/ai-powered-legacy-modernization2.8%22—This rank
56aipractitioner.substack.com/p/scaling-langgraph-agents-parallelization2.8%33—This rank
57appian.com/blog/acp/ai/address-the-long-tail-of-legacy-applications-with-ai-modernizati2.8%33—This rank
58axify.io/blog/the-best-ai-coding-assistants-a-full-comparison-of-20-tools2.8%33 58This rank
59callmissed.com/blog/the-best-ai-code-review-tools-in-2026-hands-on-developer-comparison2.8%33—This rank
60coderabbit.ai/blog/a-very-brief-history-of-ai-coding-from-copilot-to-next-gen-agents2.8%33—This rank
61devtk.ai/en/blog/ai-coding-agent-cost-comparison-2026/2.8%33—This rank
62facebook.com/groups/aiautomationagency.aaa/posts/1675366116923464/2.8%33—This rank
63getdx.com/blog/ai-coding-assistant-pricing/2.8%33 49This rank
64glean.com/perspectives/navigating-compliance-risks-in-ai-code-analysis2.8%33—This rank
65jetadmin.io/blog/what-is-cursor-ai-a-practical-guide-for-modern-software-teams/2.8%33—This rank
66joinleland.com/library/a/ai-coding-agents2.8%33—This rank
67kodesage.ai/blog/legacy-system-modernization2.8%33—This rank
68linkedin.com/posts/natebjones_i-analyzed-512000-lines-of-leaked-code-activity-7447848916173193216-NJ-u2.8%33—This rank
69protecto.ai/blog/best-data-privacy-tools/2.8%33—This rank
70sweet.security/agent-security/ai-policy-enforcement-tools2.8%33—This rank
71tessl.io/blog/anthropic-launches-ai-code-review-agents-that-scan-pull-requests-for-bugs2.8%33—This rank
72abstracta.us/blog/ai/best-ai-agent-for-coding2.8%44—This rank
73augmentcode.com/tools/6-ai-platforms-for-safe-legacy-code-modernization2.8%44 15This rank
74augmentcode.com/tools/ai-coding-assistants-for-large-codebases-a-complete-guide2.8%44—This rank
75codecademy.com/article/cursor-vs-windsurf-ai-which-ai-code-editor-should-you-choose2.8%44—This rank
76community.openai.com/t/codex-vscode-extension-agent-full-access-always-asks-for-approval/13559082.8%44—This rank
77dev.to/lightningdev123/best-open-source-cli-coding-agents-to-explore-in-2026-5bn72.8%44—This rank
78dev.to/rahulxsingh/the-state-of-ai-code-review-in-2026-trends-tools-and-whats-next-2gfh2.8%44—This rank
79f22labs.com/blogs/7-best-ai-code-editors-in-2025/2.8%44—This rank
80kodesage.ai/2.8%44—This rank
81latenode.com/blog/ai-frameworks-technical-infrastructure/langgraph-multi-agent-orchestration/langgraph-multi-agent-orchestration-complete-framework-guide-architecture-analysis-20252.8%44—This rank
82linkedin.com/posts/andrewyng_ai-powered-phones-get-proactive-robot-antelope-activity-7366883733846548480-p0mp2.8%44—This rank
83linkedin.com/posts/rayeitelporter_ai-dev-tools-risk-assessment-secure-your-activity-7392467095827038208-KiVD2.8%44—This rank
84reddit.com/r/developers/comments/1fqwsg0/what_is_the_best_multifile_ai_code_editor_for/2.8%44 2This rank
85reddit.com/r/vscode/comments/1je1i6h/what_are_the_best_ai_code_assistants_for_vscode/2.8%44—This rank
86scriptbyai.com/ai-coding-plan-comparison/2.8%44—This rank
87sitepoint.com/ai-coding-tools-comparison-2026/2.8%44—This rank
88tembo.io/blog/most-secure-ai-coding-tools-for-enterprises2.8%44 18This rank
89transcend.io/blog/the-best-tools-for-managing-ai-data-privacy-risks-in-20262.8%44—This rank
90agentdeals.dev/ai-coding-tools-pricing2.8%55—This rank
91augmentcode.com/guides/7-soc-2-ready-ai-coding-tools-for-enterprise-security2.8%55 80This rank
92best.openssf.org/Security-Focused-Guide-for-AI-Code-Assistant-Instructions.html2.8%55—This rank
93blog.n8n.io/best-ai-for-coding/2.8%55—This rank
94corsactech.com/ai-powered-application-modernization2.8%55 86This rank
95daily.dev/blog/best-ai-coding-assistants-comparison/2.8%55 4This rank
96dialzara.com/blog/top-5-ai-tools-with-transparent-data-policies2.8%55—This rank
97endorlabs.com/learn/ai-risk-reduction-complete-guide-to-mitigation-strategies-for-20262.8%55—This rank
98github.com/The-PR-Agent/pr-agent2.8%55 36This rank
99github.com/orgs/community/discussions/1635722.8%55—This rank
100kimi.ai/resources/parallel-agent2.8%55—This rank
101mastra.ai/articles/ai-code-review-tools2.8%55—This rank
102medium.com/@d.jeziorski/the-ai-coding-tools-pricing-battle-who-offers-the-most-in-the-pro-plan-f8a3a6f631822.8%55—This rank
103medium.com/@manojjahgirdar/scale-a-multi-agent-system-effectively-by-parallel-execution-of-agents-acc79a126a0b2.8%55—This rank
104myengineeringpath.dev/tools/agentic-ides/2.8%55—This rank
105reddit.com/r/ChatGPTCoding/comments/1hgosbp/windsurf_vs_cursor_which_is_the_better_ai_code/2.8%55—This rank
106aicentralresources.com/ai-tools-for-developers2.8%66—This rank
107arxiv.org/html/2603.21489v22.8%66—This rank
108chatgpt.com/codex/pricing/2.8%66—This rank
109dev.to/builderio/windsurf-vs-cursor-which-is-the-better-ai-code-editor-3m7n2.8%66—This rank
110dev.to/jonathanvila/code-reviews-with-ai-a-developer-guide-3fam2.8%66—This rank
111docs.github.com/copilot/reference/ai-models/model-comparison2.8%66—This rank
112emergent.sh/learn/best-ai-coding-assistant2.8%66—This rank
113permit.io/blog/securing-coding-agents-what-you-need-to-know2.8%66—This rank
114stackoverflow.blog/2024/06/07/saumil-patel-squire-ai-agents-pr-pull-request-reviews-code/2.8%66—This rank
115truefoundry.com/fr/blog/claude-code-security-best-practices2.8%66—This rank
116zencoder.ai/blog/ai-code-review-tools2.8%66—This rank
117aiagentslist.io/categories/coding2.8%77—This rank
118arxiv.org/html/2604.14228v12.8%77 12This rank
119builder.io/blog/windsurf-vs-cursor2.8%77—This rank
120developersdigest.tech/blog/ai-coding-tools-pricing-20262.8%77 27This rank
121dust.tt/blog/secure-enterprise-software-ai-powered-teams2.8%77—This rank
122effectivesoft.com/blog/ai-legacy-code-modernization-migration.html2.8%77—This rank
123medium.com/@manuelmj12310/how-i-built-an-ai-powered-workflow-to-auto-generate-github-pull-requests-842d37012b282.8%77—This rank
124reddit.com/r/ClaudeAI/comments/1kwm4gm/has_anyone_tried_parallelizing_ai_coding_agents/2.8%77—This rank
125sourcegraph.com/blog/automated-code-review-tools2.8%77—This rank
126exadel.com/news/legacy-modernization-with-ai-agents2.8%88—This rank
127facebook.com/NewRelic/posts/90-of-software-engineers-will-use-ai-coding-assistants-by-2028tools-like-claude-/1495483909292737/2.8%88—This rank
128nxcode.io/resources/news/ai-coding-tools-pricing-comparison-20262.8%88 60This rank
129reddit.com/r/developers/comments/1txlnsf/asking_devs_who_proudly_have_5_agents_running_in/2.8%88—This rank
130windsurf.com/compare/windsurf-vs-cursor2.8%88—This rank
131diatomenterprises.com/blog/which-ai-is-best-for-coding-guide/2.8%99—This rank
132huuhka.net/building-your-own-pr-reviewer-with-coding-agents/2.8%99—This rank

Why this rank

coderabbit.ai/ on Most-cited pages in AI Developer Tools answers

Snapshot of Sep 16, 2026, 12:00 AM UTC · Link to this snapshot

Some explanation inputs are unavailable. Not published: the evidence frozen with this snapshot.

Ranks privacy-safe canonical citation pages in the complete public prompt benchmark without additional provider calls.

7

Rank on this board

5.556 percent

Score

36

Answers behind the score

100% confidence · 1 of 1 components evidenced

What the score is built from

1 of 1 evidenced

Every component evidenced · 1 evidence record each

Components of coderabbit.ai/'s score
ComponentValueContribution
Page answer coverage5.5555565.556

Moved up since the previous snapshot

+13 places
  1. Position numerator2 to 4
    +2
  2. Page engine breadth1 to 2
    +1
  3. Page mean position1 to 2
    +1
  4. Page median position1 to 2
    +1
  5. Page prompt breadth2 to 1
    -1
  6. Answer denominator36 to 36
    0
  7. Engine denominator3 to 3
    0
  8. Position denominator2 to 2
    0
  9. Prompt denominator12 to 12
    0
  10. Page answer coverage5.556 to 5.556
    0
  11. Page best position1 to 1
    0
  12. Page cited answer2 to 2
    0

Where each number comes from

7 public records
  • Cited-answer coveragePage answer coverage · observed Sep 16, 2026, 12:00 AM UTC5.556 percent100% confidence
    Source
    Rank.ai AI Developer Tools Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["9ad60133-5350-4963-8119-24b96a7efb7e","f1134410-beea-4e97-abce-81940d777810","e49a3e38-4e4f-4c92-8822-685066a8a20e","01707889-2052-4c7b-b303-c1db67ba48d6","26b3c7d6-060f-41e2-9a67-31f1b7f0b55a","a761aedb-183b-46cf-ab69-962db6b4b8f2","95332732-5cbe-461c-98d1-d943f678a6a7","a732afcd-7014-479d-be4e-e0df7ad745e7","e531f716-cf72-4ae7-bc74-02ff3bc5fa80","fd3e235c-44e2-4f3e-883a-7d3b612d5191","96fbb270-3eb5-438b-b458-6f8f7efef9eb","e313c13b-ab49-4b93-b868-f3c6baeae67c","dbf68a16-0663-41e7-b4b6-2b9f0e6acde4","aa5d1e4f-a78b-4ff3-8f93-8ef0260a419c","5bd36090-bda9-4893-8528-8684b0358fc3","7e78b28c-2c78-4b2d-a107-8ac4a52638b1","986eaa34-8d5d-4bd6-b247-817ca58b60bf","5107394f-7b87-4550-8e9d-7fd9a51fea52","d38ee55d-659f-4f1c-93b6-bf53306d9f05","3b3e303c-d5c2-48f1-a403-b833f5a1edc5","d33160eb-2ae1-48f0-9c91-523c2e65401d","252a9bd9-13ab-4c6c-a2ef-7eece444f4f1","41f83e11-9f57-4474-a2a2-ba28e05549f2","d4f17644-2ee0-4fbf-adee-72bea2921b93","654e7d9b-8225-485e-bb80-5b21978f43fd","ae2a93e7-a69e-4e56-ac73-97d59db4909b","70db12bd-4602-4aac-ba8b-617284d98401","789e9509-8a15-4866-b77e-8f95a414f6d1","499d7fb8-f15e-415d-ac43-18e986845732","df790e68-0df0-4aa2-bb54-50a341a0b847","7660c84b-ac1e-42e4-bc70-ef81353dcc04","cdcb49c6-ac2e-479d-8ff2-d770fdf9cc25","dc56e3b9-f53f-4519-88d6-319a81a66fb4","3c78de8b-8cc2-49db-8b40-162147eea6f0","fb30ef34-c165-4b80-a13f-2b13636ec346","a20a6513-7f3d-4e20-a05b-87fe45765b04"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open the source
  • Best citation positionPage best position · observed Sep 16, 2026, 12:00 AM UTC1 position100% confidence
    Source
    Rank.ai AI Developer Tools Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["9ad60133-5350-4963-8119-24b96a7efb7e","f1134410-beea-4e97-abce-81940d777810","e49a3e38-4e4f-4c92-8822-685066a8a20e","01707889-2052-4c7b-b303-c1db67ba48d6","26b3c7d6-060f-41e2-9a67-31f1b7f0b55a","a761aedb-183b-46cf-ab69-962db6b4b8f2","95332732-5cbe-461c-98d1-d943f678a6a7","a732afcd-7014-479d-be4e-e0df7ad745e7","e531f716-cf72-4ae7-bc74-02ff3bc5fa80","fd3e235c-44e2-4f3e-883a-7d3b612d5191","96fbb270-3eb5-438b-b458-6f8f7efef9eb","e313c13b-ab49-4b93-b868-f3c6baeae67c","dbf68a16-0663-41e7-b4b6-2b9f0e6acde4","aa5d1e4f-a78b-4ff3-8f93-8ef0260a419c","5bd36090-bda9-4893-8528-8684b0358fc3","7e78b28c-2c78-4b2d-a107-8ac4a52638b1","986eaa34-8d5d-4bd6-b247-817ca58b60bf","5107394f-7b87-4550-8e9d-7fd9a51fea52","d38ee55d-659f-4f1c-93b6-bf53306d9f05","3b3e303c-d5c2-48f1-a403-b833f5a1edc5","d33160eb-2ae1-48f0-9c91-523c2e65401d","252a9bd9-13ab-4c6c-a2ef-7eece444f4f1","41f83e11-9f57-4474-a2a2-ba28e05549f2","d4f17644-2ee0-4fbf-adee-72bea2921b93","654e7d9b-8225-485e-bb80-5b21978f43fd","ae2a93e7-a69e-4e56-ac73-97d59db4909b","70db12bd-4602-4aac-ba8b-617284d98401","789e9509-8a15-4866-b77e-8f95a414f6d1","499d7fb8-f15e-415d-ac43-18e986845732","df790e68-0df0-4aa2-bb54-50a341a0b847","7660c84b-ac1e-42e4-bc70-ef81353dcc04","cdcb49c6-ac2e-479d-8ff2-d770fdf9cc25","dc56e3b9-f53f-4519-88d6-319a81a66fb4","3c78de8b-8cc2-49db-8b40-162147eea6f0","fb30ef34-c165-4b80-a13f-2b13636ec346","a20a6513-7f3d-4e20-a05b-87fe45765b04"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open the source
  • Cited answersPage cited answer · observed Sep 16, 2026, 12:00 AM UTC2 answers100% confidence
    Source
    Rank.ai AI Developer Tools Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["9ad60133-5350-4963-8119-24b96a7efb7e","f1134410-beea-4e97-abce-81940d777810","e49a3e38-4e4f-4c92-8822-685066a8a20e","01707889-2052-4c7b-b303-c1db67ba48d6","26b3c7d6-060f-41e2-9a67-31f1b7f0b55a","a761aedb-183b-46cf-ab69-962db6b4b8f2","95332732-5cbe-461c-98d1-d943f678a6a7","a732afcd-7014-479d-be4e-e0df7ad745e7","e531f716-cf72-4ae7-bc74-02ff3bc5fa80","fd3e235c-44e2-4f3e-883a-7d3b612d5191","96fbb270-3eb5-438b-b458-6f8f7efef9eb","e313c13b-ab49-4b93-b868-f3c6baeae67c","dbf68a16-0663-41e7-b4b6-2b9f0e6acde4","aa5d1e4f-a78b-4ff3-8f93-8ef0260a419c","5bd36090-bda9-4893-8528-8684b0358fc3","7e78b28c-2c78-4b2d-a107-8ac4a52638b1","986eaa34-8d5d-4bd6-b247-817ca58b60bf","5107394f-7b87-4550-8e9d-7fd9a51fea52","d38ee55d-659f-4f1c-93b6-bf53306d9f05","3b3e303c-d5c2-48f1-a403-b833f5a1edc5","d33160eb-2ae1-48f0-9c91-523c2e65401d","252a9bd9-13ab-4c6c-a2ef-7eece444f4f1","41f83e11-9f57-4474-a2a2-ba28e05549f2","d4f17644-2ee0-4fbf-adee-72bea2921b93","654e7d9b-8225-485e-bb80-5b21978f43fd","ae2a93e7-a69e-4e56-ac73-97d59db4909b","70db12bd-4602-4aac-ba8b-617284d98401","789e9509-8a15-4866-b77e-8f95a414f6d1","499d7fb8-f15e-415d-ac43-18e986845732","df790e68-0df0-4aa2-bb54-50a341a0b847","7660c84b-ac1e-42e4-bc70-ef81353dcc04","cdcb49c6-ac2e-479d-8ff2-d770fdf9cc25","dc56e3b9-f53f-4519-88d6-319a81a66fb4","3c78de8b-8cc2-49db-8b40-162147eea6f0","fb30ef34-c165-4b80-a13f-2b13636ec346","a20a6513-7f3d-4e20-a05b-87fe45765b04"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open the source
  • Engine breadthPage engine breadth · observed Sep 16, 2026, 12:00 AM UTC2 engines100% confidence
    Source
    Rank.ai AI Developer Tools Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["9ad60133-5350-4963-8119-24b96a7efb7e","f1134410-beea-4e97-abce-81940d777810","e49a3e38-4e4f-4c92-8822-685066a8a20e","01707889-2052-4c7b-b303-c1db67ba48d6","26b3c7d6-060f-41e2-9a67-31f1b7f0b55a","a761aedb-183b-46cf-ab69-962db6b4b8f2","95332732-5cbe-461c-98d1-d943f678a6a7","a732afcd-7014-479d-be4e-e0df7ad745e7","e531f716-cf72-4ae7-bc74-02ff3bc5fa80","fd3e235c-44e2-4f3e-883a-7d3b612d5191","96fbb270-3eb5-438b-b458-6f8f7efef9eb","e313c13b-ab49-4b93-b868-f3c6baeae67c","dbf68a16-0663-41e7-b4b6-2b9f0e6acde4","aa5d1e4f-a78b-4ff3-8f93-8ef0260a419c","5bd36090-bda9-4893-8528-8684b0358fc3","7e78b28c-2c78-4b2d-a107-8ac4a52638b1","986eaa34-8d5d-4bd6-b247-817ca58b60bf","5107394f-7b87-4550-8e9d-7fd9a51fea52","d38ee55d-659f-4f1c-93b6-bf53306d9f05","3b3e303c-d5c2-48f1-a403-b833f5a1edc5","d33160eb-2ae1-48f0-9c91-523c2e65401d","252a9bd9-13ab-4c6c-a2ef-7eece444f4f1","41f83e11-9f57-4474-a2a2-ba28e05549f2","d4f17644-2ee0-4fbf-adee-72bea2921b93","654e7d9b-8225-485e-bb80-5b21978f43fd","ae2a93e7-a69e-4e56-ac73-97d59db4909b","70db12bd-4602-4aac-ba8b-617284d98401","789e9509-8a15-4866-b77e-8f95a414f6d1","499d7fb8-f15e-415d-ac43-18e986845732","df790e68-0df0-4aa2-bb54-50a341a0b847","7660c84b-ac1e-42e4-bc70-ef81353dcc04","cdcb49c6-ac2e-479d-8ff2-d770fdf9cc25","dc56e3b9-f53f-4519-88d6-319a81a66fb4","3c78de8b-8cc2-49db-8b40-162147eea6f0","fb30ef34-c165-4b80-a13f-2b13636ec346","a20a6513-7f3d-4e20-a05b-87fe45765b04"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open the source
  • Mean citation positionPage mean position · observed Sep 16, 2026, 12:00 AM UTC2 position100% confidence
    Source
    Rank.ai AI Developer Tools Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["9ad60133-5350-4963-8119-24b96a7efb7e","f1134410-beea-4e97-abce-81940d777810","e49a3e38-4e4f-4c92-8822-685066a8a20e","01707889-2052-4c7b-b303-c1db67ba48d6","26b3c7d6-060f-41e2-9a67-31f1b7f0b55a","a761aedb-183b-46cf-ab69-962db6b4b8f2","95332732-5cbe-461c-98d1-d943f678a6a7","a732afcd-7014-479d-be4e-e0df7ad745e7","e531f716-cf72-4ae7-bc74-02ff3bc5fa80","fd3e235c-44e2-4f3e-883a-7d3b612d5191","96fbb270-3eb5-438b-b458-6f8f7efef9eb","e313c13b-ab49-4b93-b868-f3c6baeae67c","dbf68a16-0663-41e7-b4b6-2b9f0e6acde4","aa5d1e4f-a78b-4ff3-8f93-8ef0260a419c","5bd36090-bda9-4893-8528-8684b0358fc3","7e78b28c-2c78-4b2d-a107-8ac4a52638b1","986eaa34-8d5d-4bd6-b247-817ca58b60bf","5107394f-7b87-4550-8e9d-7fd9a51fea52","d38ee55d-659f-4f1c-93b6-bf53306d9f05","3b3e303c-d5c2-48f1-a403-b833f5a1edc5","d33160eb-2ae1-48f0-9c91-523c2e65401d","252a9bd9-13ab-4c6c-a2ef-7eece444f4f1","41f83e11-9f57-4474-a2a2-ba28e05549f2","d4f17644-2ee0-4fbf-adee-72bea2921b93","654e7d9b-8225-485e-bb80-5b21978f43fd","ae2a93e7-a69e-4e56-ac73-97d59db4909b","70db12bd-4602-4aac-ba8b-617284d98401","789e9509-8a15-4866-b77e-8f95a414f6d1","499d7fb8-f15e-415d-ac43-18e986845732","df790e68-0df0-4aa2-bb54-50a341a0b847","7660c84b-ac1e-42e4-bc70-ef81353dcc04","cdcb49c6-ac2e-479d-8ff2-d770fdf9cc25","dc56e3b9-f53f-4519-88d6-319a81a66fb4","3c78de8b-8cc2-49db-8b40-162147eea6f0","fb30ef34-c165-4b80-a13f-2b13636ec346","a20a6513-7f3d-4e20-a05b-87fe45765b04"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open the source
  • Median citation positionPage median position · observed Sep 16, 2026, 12:00 AM UTC2 position100% confidence
    Source
    Rank.ai AI Developer Tools Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["9ad60133-5350-4963-8119-24b96a7efb7e","f1134410-beea-4e97-abce-81940d777810","e49a3e38-4e4f-4c92-8822-685066a8a20e","01707889-2052-4c7b-b303-c1db67ba48d6","26b3c7d6-060f-41e2-9a67-31f1b7f0b55a","a761aedb-183b-46cf-ab69-962db6b4b8f2","95332732-5cbe-461c-98d1-d943f678a6a7","a732afcd-7014-479d-be4e-e0df7ad745e7","e531f716-cf72-4ae7-bc74-02ff3bc5fa80","fd3e235c-44e2-4f3e-883a-7d3b612d5191","96fbb270-3eb5-438b-b458-6f8f7efef9eb","e313c13b-ab49-4b93-b868-f3c6baeae67c","dbf68a16-0663-41e7-b4b6-2b9f0e6acde4","aa5d1e4f-a78b-4ff3-8f93-8ef0260a419c","5bd36090-bda9-4893-8528-8684b0358fc3","7e78b28c-2c78-4b2d-a107-8ac4a52638b1","986eaa34-8d5d-4bd6-b247-817ca58b60bf","5107394f-7b87-4550-8e9d-7fd9a51fea52","d38ee55d-659f-4f1c-93b6-bf53306d9f05","3b3e303c-d5c2-48f1-a403-b833f5a1edc5","d33160eb-2ae1-48f0-9c91-523c2e65401d","252a9bd9-13ab-4c6c-a2ef-7eece444f4f1","41f83e11-9f57-4474-a2a2-ba28e05549f2","d4f17644-2ee0-4fbf-adee-72bea2921b93","654e7d9b-8225-485e-bb80-5b21978f43fd","ae2a93e7-a69e-4e56-ac73-97d59db4909b","70db12bd-4602-4aac-ba8b-617284d98401","789e9509-8a15-4866-b77e-8f95a414f6d1","499d7fb8-f15e-415d-ac43-18e986845732","df790e68-0df0-4aa2-bb54-50a341a0b847","7660c84b-ac1e-42e4-bc70-ef81353dcc04","cdcb49c6-ac2e-479d-8ff2-d770fdf9cc25","dc56e3b9-f53f-4519-88d6-319a81a66fb4","3c78de8b-8cc2-49db-8b40-162147eea6f0","fb30ef34-c165-4b80-a13f-2b13636ec346","a20a6513-7f3d-4e20-a05b-87fe45765b04"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open the source
  • Prompt breadthPage prompt breadth · observed Sep 16, 2026, 12:00 AM UTC1 prompts100% confidence
    Source
    Rank.ai AI Developer Tools Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
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    Open the source
Public AI Developer Tools cited-page visibility, version 1-parent-993085b528082880924 observations · 1 source · quality passed
Snapshot
9320e1d1-fea0-4ad6-8405-96925b8f2e32
Data hash
9f418408534754d16b6653a0cd1482834a16ecb10b621ca4126e537b04e37578
Method hash
c03b3a08b1ad37cff9cc10e98075e56bff4294b4366471c9f19af7f49791927e

See how often AI names you.

Enter your website. In about two minutes, Rank.ai asks ChatGPT, Claude and Gemini 12 questions your customers ask and grades how often they name you.

  • Your grade out of 100How often AI names you, cites your site, and how high it ranks you.
  • Who gets namedEvery competitor in the answers, most named first.
  • The pages AI readsThe sources behind each answer.
  • Three fixesWhat to fix first, with a brief for the first article.