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AI Visibility Scorecard
Neighbors For More Neighbors // Boston
bostonn4mn.com · Real Estate
At 3/10, Neighbors For More Neighbors // Boston is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#508,844 of 685,563 in Real Estate for AI visibility
3
AEO Visibility
iNear-invisible · 3/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About Neighbors For More Neighbors // Boston
from our crawl and measurement
Neighbors For More Neighbors // Boston is a business whose own site puts it this way: "Boston Neighbors for More Neighbors is a grassroots coalition advocating for more housing in every Boston neighborhood, so more people can afford to live, stay, and put down roots here." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.0 out of 10.
Our crawl found structured data on the page (WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
1
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 3/10, Neighbors For More Neighbors // Boston is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Neighbors For More Neighbors // Boston
Which AI engines already crawl you
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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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/bostonn4mn
Cite this score: Engagemii (2026). "AEO Score for Neighbors For More Neighbors // Boston." Retrieved from https://engagemii.com/aeo/brands/bostonn4mn
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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