← SEO Crawlers & Site Audit ranking
Brand report · September 2026
Screaming Frog: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about seo crawlers & site audit, Screaming Frog ranks #1 of 15, a Visibility Score of 74 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.
Screaming Frog owns the SEO crawler category outright.
Where it wins. In SEO Crawlers & Site Audit, Screaming Frog ranks first among 15 competitors with a 79% mention rate and claims the first-pick slot 57% of the time, meaning AI models default to it before any other tool when buyers ask for a recommendation.
Where it loses. Feature-led prompts produce a blind spot: when buyers frame questions around specific capabilities rather than overall quality, Screaming Frog drops out of the results entirely, ceding that conversation to rivals like Ahrefs and Sitebulb.
AI-generated analysis of the September 2026 measurements.
Screaming Frog claims SEO Crawlers & Site Audit and the models back it: #1 of 15 there.
"We run remarkably successful search engine optimisation (SEO) and paid search (PPC) campaigns using a unique blend of data, technology & creativity."
Homepage self-messaging · September 2026 ranking · the biggest gaps across the index →
Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).
Share of each theme's answers that mention Screaming Frog. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Feature-led ask
Share of Screaming Frog's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.
Head-to-head: Screaming Frog vs Ahrefs
Scores are measured from real AI answers, refreshed monthly. Methodology.
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ChatGPT
Claude
Gemini