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AI Visibility Scorecard

ICA SF

ICA SF

Unclaimed

icasf.org · museums and institutions

Somewhat visible. AI bots can read ICA SF, but it is missing the structured signals that push citation rate above competitors.

Monitoring for AI engine activity

In the Engagemii AEO index

#41,418 of 624,296 in Nonprofits for AI visibility

6.1

/10

AEO Score

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About ICA SF

from our crawl and measurement

ICA SF describes itself simply: "Nomadic by design and non-collecting by choice, the Institute of Contemporary Art San Francisco (ICA SF) is an arts organization dedicated to commissioning and producing boundary-pushing." Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.

The page falls short on a heading structure that lays out what it offers, a clearly stated business identity, the technical files AI engines look for, such as llms.txt or an open robots.txt, sitemaps and entity links AI can follow, structured data describing the business and credibility markers like credentials or reviews.

Off the page, other sites link to it and AI engines recognise it as a distinct business. There is some, but not much, sign that the domain is only lightly established and press coverage is thin. Beyond that, nobody is discussing it where AI engines look and it does not come up on Reddit.

There is not much on the page to read either, about 108 words. The business dates to 2021.

Industry · museums and institutions
Last scored · Jul 31, 2026
Employees · 1-10
Founded · 2021

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

3

Clear headings and answer-style content.

Entity Clarity

3

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

4

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

4

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

10

Inbound links from other sites.

Domain Trust

3

Established authority for your domain.

Entity Presence

10

Recognized in AI knowledge graphs.

News Mentions

4

Press and news coverage.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions found yet.

What this score means

Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6.1/10, ICA SF has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for ICA SF

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Weekly ChatGPT & Claude citation tracking

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Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/icasf-org

Cite this score: Engagemii (2026). "AEO Score for ICA SF." Retrieved from https://engagemii.com/aeo/brands/icasf-org

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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