← Docs & Knowledge Management ranking
Brand report · July 2026
Coda: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about docs & knowledge management, Coda ranks #4 of 15, a Visibility Score of 25 in Docs & Knowledge Management (and appears in 2 categories of the index).
These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.
Visible in docs, an afterthought in project management.
Where it wins. In Docs and Knowledge Management, Coda earns a 40% mention rate and ranks 4th across all prompt themes with no blind spots, putting it in genuine consideration alongside Notion and Confluence.
Where it loses. In Project Management it sits 10th with a 15% mention rate and zero first-pick selections, and the AIs never surface it for high-intent prompts like best overall, enterprise, or startup fit, which are exactly the queries that convert.
AI-generated analysis of the July 2026 measurements.
Coda claims Docs & Knowledge Management and the models back it: #4 of 15 there.
"Coda is an all-in-one platform that blends the flexibility of docs, structure of spreadsheets, power of applications, and intelligence of AI."
Homepage self-messaging · July 2026 ranking · the biggest gaps across the index →
ChatGPT 
Claude 
Gemini Share of each theme's answers that mention Coda. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Share of Coda's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.
ChatGPT Claude Gemini Share of each theme's answers that mention Coda. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Best overall · Startup & small team · Enterprise pick · If you could pick one · Budget & alternatives
Share of Coda's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.
Scores are measured from real AI answers, refreshed monthly. Methodology.
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