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Head-to-head · September 2026 snapshotPastPerfect leads overall; Tessitura owns use-case and budget conversations. PastPerfect's 7-point visibility gap over Tessitura is driven by ChatGPT and Gemini, both of which score it roughly 36 versus Tessitura's 27 and 20 respectively, and by winning five of eight question themes including the high-intent 'if you could pick one' ask. Tessitura's only model advantage is Claude, where it scores 30 against PastPerfect's 27, and it holds the use-case fit and budget questions, suggesting buyers who arrive with a specific workflow or price constraint in mind are more likely to be pointed toward Tessitura. Neither brand moved meaningfully month-over-month, so the gap reflects a stable pattern rather than a momentum story.
| PastPerfect | Tessitura | |
|---|---|---|
| Visibility Score | 47 | 26 |
| Rank in category | #1 | #3 |
| Mention rate | 61% | 38% |
| #1 pick rate | 11% | 3% |
| Avg. position when named | 3.4 | 4.1 |
All three models put PastPerfect 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 → · PastPerfect brand report · Tessitura 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.