Brand report · September 2026

Artwork Archive: AI Visibility Report

When buyers ask ChatGPT, Claude, and Gemini about museum & cultural institution, Artwork Archive ranks #14 of 15, a Visibility Score of 9 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.

How AI sees Artwork Archive

One category, near the bottom, almost never chosen.

Where it wins. Artwork Archive does register in Museum & Cultural Institution conversations, and its 9.7% mention rate at least keeps it visible when buyers ask about collection management tools in that space.

Where it loses. Ranked 14th of 15 in its only category with a first-pick rate of 2.8%, it is effectively an afterthought next to CatalogIt and PastPerfect, and the AI models skip it entirely across six prompt types including budget comparisons, feature questions, and top-tool roundups.

AI-generated analysis of the September 2026 measurements.

Museum & Cultural Institution · #14 of 15

9 / 100 first snapshot (September 2026)

10%

mention rate (72 answers)

2

avg. position

3%

first pick

2%

share of voice

First snapshot: September 2026. The trend line appears with the second monthly measurement; no modeled history.

ChatGPT

8

Claude

3

Gemini

15

How the models portray Artwork Archive

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).

86% 14%

endorsed · 95% band 49–97% listed caveated graded across 7 mentions in Museum & Cultural Institution answers

Prompt themes Artwork Archive would want to own

Share of each theme's answers that mention Artwork Archive. Hover a row for the exact prompt. Compare shapes on the head-to-head page.

6/9 · #1×2

1/9

0/9

0/9

0/9

0/9

If you could pick one

0/9

Budget & alternatives

0/9

Gaps Use-case fit · Top tools in 2026 · Enterprise pick · Feature-led ask · If you could pick one · Budget & alternatives

Most co-mentioned competitors

Share of Artwork Archive's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.

CatalogIt

86%

PastPerfect

86%

CollectiveAccess

71%

Omeka

57%

Axiell

43%

Airtable

43%

Scores are measured from real AI answers, refreshed monthly. Methodology.

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