← SEO Crawlers & Site Audit ranking
Brand report · September 2026When buyers ask ChatGPT, Claude, and Gemini about seo crawlers & site audit, Ahrefs ranks #2 of 15, a Visibility Score of 56 in SEO Crawlers & Site Audit (and appears in 3 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.
Constantly recommended in SEO, consistently passed over when it counts.
Where it wins. In SEO Crawlers and Site Audit, Ahrefs lands rank 2 with a 76% mention rate, and it holds solid ground in Rank Tracking at 57% mention. Across those two categories it is a near-automatic inclusion when AI models field broad SEO tool questions.
Where it loses. Despite that volume, first-pick rates sit at 5.6% and 1.4% in its two strongest categories, meaning buyers hear the name but the models steer them elsewhere when forced to commit. AI Visibility is a sharper wound: Ahrefs appears in just 1 of 4 queries there and misses the 'Best overall' and 'Enterprise pick' frames entirely, the exact moments where category ownership gets decided.
AI-generated analysis of the September 2026 measurements.
Ahrefs claims SEO Crawlers & Site Audit and the models back it: #2 of 15 there.
"Make your business discoverable—in search, AI, and beyond"
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 Ahrefs. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Feature-led ask
Share of Ahrefs's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.
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 Ahrefs. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Budget & alternatives
Share of Ahrefs's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.
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 Ahrefs. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Best overall · Enterprise pick · Feature-led ask
Share of Ahrefs'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: Ahrefs vs Screaming Frog
Scores are measured from real AI answers, refreshed monthly. Methodology.
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