← Auto Repair Shop Management ranking
Brand report · September 2026
Torque360: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about auto repair shop management, Torque360 ranks #12 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.
Torque360 barely registers in the one race it runs.
Where it wins. Its only foothold is the startup and small team prompt theme in Auto Repair Shop Management, where a 5.6% mention rate at least keeps it on the board against 14 other tools.
Where it loses. Ranked 13th of 15, it surfaces in only 1 in 70 first-pick moments, and the AI models skip it entirely when buyers frame questions around use-case fit, top tools, enterprise needs, features, or budget trade-offs.
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 Torque360. 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 Torque360'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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