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AI Visibility Scorecard
The Doris Hatch Foun
dorishatchfoundation.com · Nonprofits
Somewhat visible. AI bots can read The Doris Hatch Foun, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#240,676 of 764,091 in Nonprofits for AI visibility
5.2
/10
AEO Score
About The Doris Hatch Foun
from our crawl and measurement
The Doris Hatch Foun is a Plainville, MA business whose own site puts it this way: "Founded in 2018, The Doris Hatch Foundation's mission is to help raise funded for pancreatic cancer research to serve the underfunded cause in hopes of finding an early detector to save." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places, missing in others.
Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models, a sitemap. It also found the gaps that keep answer engines guessing: a heading structure that lays out what it offers.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.2/10, The Doris Hatch Foun has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Doris Hatch Foun
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/dorishatchfoundation
Cite this score: Engagemii (2026). "AEO Score for The Doris Hatch Foun." Retrieved from https://engagemii.com/aeo/brands/dorishatchfoundation
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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