← Auto Repair Shop Management ranking
Brand report · September 2026
RepairShopr: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about auto repair shop management, RepairShopr ranks #11 of 15, a Visibility Score of 5 in Auto Repair Shop Management .
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.
Ranked 12th of 15, RepairShopr barely registers in its only race.
Where it wins. Among startup and small-team prompts, RepairShopr does earn a spot in the conversation, holding a 6.9% mention rate in Auto Repair Shop Management.
Where it loses. With zero first-pick selections and no presence across six major prompt themes including feature-led and budget-focused asks, the AI models treat it as a background name rather than a contender worth recommending ahead of Shopmonkey or Tekmetric.
AI-generated analysis of the September 2026 measurements.
ChatGPT 
Claude 
Gemini 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 RepairShopr. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Use-case fit · Top tools in 2026 · Enterprise pick · Feature-led ask · If you could pick one · Budget & alternatives
Share of RepairShopr'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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