← Museum & Cultural Institution ranking
Brand report · September 2026
PastPerfect: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about museum & cultural institution, PastPerfect ranks #1 of 15, a Visibility Score of 47 in Museum & Cultural Institution .
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.
Museum software's AI kingpin, but ruling one small kingdom.
Where it wins. PastPerfect holds the top rank among 15 museum software options, and AI models mention it in nearly half of all relevant buying conversations at 47%. That mention rate is real presence, not a cameo.
Where it loses. First pick selection sits at just 8%, meaning AI models surface PastPerfect as a name to consider far more often than they hand it the crown. It also draws no recognition as an enterprise option, which limits its ceiling within the very niche it dominates.
AI-generated analysis of the September 2026 measurements.
ChatGPT 
Claude 
Gemini One of the index's bigger model splits: see where the models disagree →
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 PastPerfect. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Enterprise pick
Share of PastPerfect'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: PastPerfect vs Axiell · PastPerfect vs Tessitura
Scores are measured from real AI answers, refreshed monthly. Methodology.
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