← Auto Repair Shop Management ranking
Brand report · September 2026
Shop-Ware: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about auto repair shop management, Shop-Ware ranks #2 of 15, a Visibility Score of 59 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.
Strong #2 in one shop, but that shop is everything.
Where it wins. Shop-Ware earns a 71% mention rate in Auto Repair Shop Management, putting it in front of buyers nearly as reliably as the category leader. That reach makes it a genuine contender in the only race it runs.
Where it loses. First-pick selection sits at under 10%, meaning AI models consistently hand the final recommendation to someone else, and Shop-Ware never surfaces as an enterprise option, leaving larger multi-location operators out of reach entirely.
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 Shop-Ware. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Enterprise pick
Share of Shop-Ware'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: Shop-Ware vs Tekmetric
Scores are measured from real AI answers, refreshed monthly. Methodology.
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ChatGPT
Claude
Gemini