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Brand report · July 2026
Browserless: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about seo crawlers & site audit, Browserless ranks #13 of 15, a Visibility Score of 7 in SEO Crawlers & Site Audit .
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.
Barely visible, and only when buyers already know what they want.
Where it wins. Browserless surfaces in feature-led queries, where buyers ask about specific capabilities rather than broad recommendations. That narrow foothold produces a 6.9% mention rate, though first-pick selection sits at just 2.8%.
Where it loses. It is absent from seven major prompt themes, including best overall, enterprise, startup, and use-case fit, which are the categories where purchase decisions actually form. At rank 13 of 15, it is effectively invisible to buyers who have not already narrowed their search.
AI-generated analysis of the July 2026 measurements.
"Run headless Chrome in production without the maintenance"
Homepage self-messaging · July 2026 ranking · the biggest gaps across the index →
ChatGPT 
Claude 
Gemini Share of each theme's answers that mention Browserless. 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 · Budget & alternatives
Share of Browserless'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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