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AI Visibility Scorecard
Femme Frontera
femmefrontera.org · Nonprofits
Somewhat visible. AI bots can read Femme Frontera, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#13,090 of 622,885 in Nonprofits for AI visibility
6.5
/10
AEO Score
About Femme Frontera
from our crawl and measurement
Femme Frontera describes itself simply: "Femme Frontera provides essential support and expanded access for women and gender-expansive BIPOC filmmakers who are navigating and examining pervasive and perceived barriers." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure. It is passable on a partly stated business identity, a few credibility markers and basic crawler access. What holds it back is structured data describing the business and sitemaps and entity links AI can follow.
Away from its own site, 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.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
9
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.
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 6.5/10, Femme Frontera has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Femme Frontera
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/femmefrontera-org
Cite this score: Engagemii (2026). "AEO Score for Femme Frontera." Retrieved from https://engagemii.com/aeo/brands/femmefrontera-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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