CollectiveAccess AI visibility score and rankings

Data as of Mar 20, 2026. Sign up free to see the latest daily data.

Parse Score

60.9

87.5

How well you compete

40.2

How broadly AI mentions you

39.9

How often AI cites you

Parse Score

60.9

87.5

How well you compete

40.2

How broadly AI mentions you

39.9

How often AI cites you

This week· sample

Mixed week — score steady, one competitor gained ground.

Score shiftGained ground on 3 prompts this week

CompetitorA competitor was added to a cited roundup page

CitationNew source citing this brand in 2 prompt answers

Add CollectiveAccessto see what's changing each week.

Tasks· sample

Reply to this cited Reddit thread

Reach out to this cited publication

Brand performance

How CollectiveAccess's AI visibility has changed over time

Preview of competitive strength history (coarsened).

Brands AI most often recommends alongside CollectiveAccess

Brand	Parse Score	Shared Niches
PastPerfect Museum Software	61.6	1
FotoWare	65.5	1
NetX	67.6	1

Questions people ask AI where CollectiveAccess appears in the last 30 days

Prompt	Prompt visibility
What is the best way for a Librarian to organize a digital archive of historical photos?	8.3
As a museum curator, what is the best collection management software for cataloging our artifacts?	0.0
Which museum collection management software supports high-resolution image hosting?	0.0

Domains AI cites when recommending CollectiveAccess in the last 30 days

Domain	Citations	Prompts
us.fitgap.com Best open source collections management software of March 2026 \| FitGap	1	1
collectiveaccess.org Home \| CollectiveAccess	1	1