Thunderdome B2B SaaS AI Visibility Index

← Auto Repair Shop Management ranking

If you could pick one · Prompt 7 of 8 · September 2026

A real buyer question from the September 2026 snapshot, asked 3× to each of the three models. 9 answers recorded.

“If you could only pick one auto repair shop management platform, which would it be and why?”

ChatGPT answered 3× this snapshot

If I had to pick just one, I’d choose Shopmonkey. Why Shopmonkey It’s the best all-around balance of: Ease of use Modern interface Strong workflow tools Digital inspections Customer communication Parts/labor estimating Reporting Scalability for growing shops It tends to fit a wide range of independent auto repair shops without being overly clunky or overly enterprise-focused. What makes it stand out User-friendly:…

Named across its answers: 1. Shopmonkey2. Tekmetric3. Mitchell 14. Shop-Ware5. RO Writer

Verbatim excerpt from one collected ChatGPT answer; formatting flattened, words untouched.

Tekmetric is the only brand named in all 9 answers, making it the consensus presence, but Shopmonkey wins the first-mention battle 4 times to Tekmetric's 2 and holds a tighter average position of 1.8 versus 2.1. Shopmonkey's edge is fragile though, since its entire showing comes from ChatGPT alone, meaning one model's preferences are driving what looks like a competitive result.

AI-generated read of the September 2026 measurements.

Who wins this question

Contested Consensus

All three models name Tekmetric, Mitchell 1 and RO Writer on this question.

ChatGPTClaudeGemini mentioned · first · avg. pos
Tekmetric 222342121 9/9 · 2× first · #2.1
Mitchell 1 343121232 9/9 · 2× first · #2.3
Shopmonkey 111314 6/9 · 4× first · #1.8
Shop-Ware 435213 6/9 · 1× first · #3
RO Writer 55433 5/9 · never first · #4
AutoLeap 6764 4/9 · never first · #5.8
Protractor 55 2/9 · never first · #5
Fullbay 76 2/9 · never first · #6.5
AllData Manage 4 1/9 · never first · #4
NAPA TRACS 4 1/9 · never first · #4
Shop Boss 5 1/9 · never first · #5
AutoFluent 6 1/9 · never first · #6

Each square is one collected answer; the number is the brand's position in that answer. Lime = the very first recommendation. Unlinked brands were named by the models here but sit outside this category's published top 15 overall. Never mentioned here: Microsoft Entra ID, ARI, RepairShopr, Torque360, Okta, Manager SE.

Build variants of this question: the Auto Repair Shop Management prompt tree → ← Previous prompt Next prompt →

Part of the Auto Repair Shop Management snapshot: 72 answers across 8 prompts. Full category ranking · Compare brands head-to-head · Methodology.