AI Visibility Scorecard
The Boston Foundation
tbf.org · Nonprofits
Somewhat visible. AI bots can read The Boston Foundation, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Claude · ChatGPT · Meta AI · Apple Intelligence
#4,126 of 826,673 in Nonprofits for AI visibility
7
AEO Visibility
iVisible · 6.7/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About The Boston Foundation
from our crawl and measurement
"Greater Boston’s community foundation, working in partnership with donors to build and sustain a vital, prosperous city and region." That is how The Boston Foundation introduces itself. Its AI visibility score is 6.7 out of 10: the engines can find it, but they do not have much to hold on to.
The site gets some of it right: it has a sitemap, a readable heading structure. What holds it back is what is absent, including structured data describing the business, an llms.txt file.
Our monitoring has logged 7 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Fair
Press and news coverage.
Community
Weak
No community discussion yet.
Social Mentions
Good
Social discussion and mentions.
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 6.7/10, The Boston Foundation 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 Boston Foundation
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/tbf-org
Cite this score: Engagemii (2026). "AEO Score for The Boston Foundation." Retrieved from https://engagemii.com/aeo/brands/tbf-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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