RudderStack: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about product analytics, RudderStack ranks #11 of 15, a Visibility Score of 9 in Product Analytics (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.
Rarely mentioned, never chosen first in either category.
Where it wins. In Product Analytics, RudderStack appears in 21% of conversations and holds rank 11 of 15, making it a background name that AI models at least recognize alongside PostHog and Amplitude.
Where it loses. In Data Integration and ETL it surfaces only 13% of the time and is absent from six prompt themes including enterprise, startup, and best-overall queries, which are the ones that drive actual purchase decisions.
AI-generated analysis of the July 2026 measurements.
RudderStack claims Data Integration & ETL and the models back it: #14 of 15 there.
Homepage self-messaging · July 2026 ranking · the biggest gaps across the index →
ChatGPT 
Claude 
Gemini Share of each theme's answers that mention RudderStack. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Feature-led ask · If you could pick one
Share of RudderStack'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 RudderStack. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Best overall · Use-case fit · Top tools in 2026 · Startup & small team · Enterprise pick · If you could pick one
Share of RudderStack'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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