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Brand report · September 2026
CatalogIt: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about museum & cultural institution, CatalogIt ranks #6 of 15, a Visibility Score of 22 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.
One arena, one ranking, and it's not close to the top.
Where it wins. CatalogIt gets mentioned in nearly 29% of museum software queries, which is real reach for a niche field. The 'Best overall' prompt theme is where it earns its spot, signaling that AI models treat it as a credible generalist pick among institutional cataloging tools.
Where it loses. A first-pick rate of just 8% means PastPerfect, Veevart, and Blackbaud Altru are clearing the room before CatalogIt gets chosen. It is also completely absent from the enterprise, trend-focused, and budget-comparison conversations that buyers increasingly use to shortlist.
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 CatalogIt. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Top tools in 2026 · Enterprise pick · Budget & alternatives
Share of CatalogIt'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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