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Brand report · September 2026
Lumar: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about seo crawlers & site audit, Lumar ranks #5 of 15, a Visibility Score of 32 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.
Mid-table site auditor in a crowded crawling race.
Where it wins. Lumar earns a mention in nearly half of all SEO crawler conversations, a 47% mention rate that keeps it visible in broad 'top tools' prompts alongside Screaming Frog and Sitebulb.
Where it loses. A first-pick rate of only 6% means buyers hear the name but reach past it for something else, and Lumar goes completely unrepresented when prompts turn to startup budgets or specific feature comparisons.
AI-generated analysis of the September 2026 measurements.
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 Lumar. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Startup & small team · Feature-led ask
Share of Lumar'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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ChatGPT
Claude
Gemini