AI Visibility Scorecard
Leaders Forum
aapilf.com · Nonprofits
Borderline visible. AI bots can crawl Leaders Forum, 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 5 times
ShapBot · Claude · Perplexity · Apple Intelligence
#332,973 of 827,667 in Nonprofits for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Nonprofits average 9
Top 58% of Nonprofits
See what's behind this score →4
-
Network Authority
iNot connected yet
Nonprofits average 0.0
0 relationships · Nonprofits average 2
See what's behind this score →0
0
About Leaders Forum
from our crawl and measurement
Leaders Forum is a San Francisco, CA business whose own site puts it this way: "Who We Are Groundbreaking Pew AAPI Research LF secured funding for new research from Pew Research Center that will better inform policy and understanding of the AANHPI community." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (WebSite). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
- Company ·
- Leaders Forum
- Website ·
- aapilf.com
- Industry ·
- Nonprofits
- Location ·
- San Francisco, CA
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Sep 16, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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 read your site and name it in answers. At 4/10, Leaders Forum is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Leaders Forum
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on September 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/aapilf
Cite this score: Engagemii (2026). "AEO Score for Leaders Forum." Retrieved from https://engagemii.com/aeo/brands/aapilf
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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