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Head-to-head · September 2026 snapshotJobber dominates every model; Service Autopilot holds nothing. Jobber wins across all three models and all five contested question themes, with Claude pushing it highest at 88 and ChatGPT close behind at 85. Service Autopilot surfaces in 57% of answers but almost never leads, landing first pick just 1% of the time and averaging position 3 when named. There is no question theme where Service Autopilot outright wins, leaving Jobber with full ownership of the category as AI models currently frame it.
| Jobber | Service Autopilot | |
|---|---|---|
| Visibility Score | 85 | 44 |
| Rank in category | #1 | #2 |
| Mention rate | 88% | 57% |
| #1 pick rate | 71% | 1% |
| Avg. position when named | 1.3 | 3.3 |
All three models put Jobber ahead.
Each axis is one of the 8 measured buyer questions; the further out, the more of that question's answers name the brand. Hover an axis for the raw counts. Single-axis gaps ride on 9 answers each, so read the overall shape, not one spike.
Mentions out of 9 answers per question. Click any question for the full transcripts.
Open this matchup in the compare tool → · Jobber brand report · Service Autopilot brand report
Measured from 72 fresh answers collected from the models' production APIs in September 2026; rankings change monthly. Neither brand can pay to appear here or to move the numbers. Full recipe on the methodology page.