AI Visibility Scorecard
Fran Antmann
franantmann.com · Media & Entertainment
Borderline visible. AI bots can crawl Fran Antmann, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#1,563,523 of 1,965,782 in Media & Entertainment for AI visibility
4
AEO Visibility
iNear-invisible · 3.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Fran Antmann
from our crawl and measurement
Fran Antmann describes itself simply: "Fran Antmann is a documentary photographer, writer, and professor. Her photographic work has focused on the lives and culture of the indigenous people of Guatemala, Peru, Mexico, the Dene." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Under the hood there is crawler access and the files AI engines look for, but the score is capped by what is missing: structured data describing the business, a heading structure that lays out what it offers, credibility markers like credentials or reviews.
Off the page there is almost nothing to corroborate it: almost no other sites link to it, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on. That half of the score is earned elsewhere on the web, not on the site itself.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion 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 3.6/10, Fran Antmann is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Fran Antmann
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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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/franantmann
Cite this score: Engagemii (2026). "AEO Score for Fran Antmann." Retrieved from https://engagemii.com/aeo/brands/franantmann
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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