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AI Visibility Scorecard
Committee to Elect Keith Bernard
bernard4ward7.com · Education
Borderline visible. AI bots can crawl Committee to Elect Keith Bernard, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#642,160 of 876,918 in Education for AI visibility
3.9
/10
AEO Score
About Committee to Elect Keith Bernard
from our crawl and measurement
"Re-Elect Keith Bernard for Ward 7 School Committee I've been honored to be elected twice to represent my neighbors on the Malden School Committee." That is how Committee to Elect Keith Bernard introduces itself. When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 3.9/10, Committee to Elect Keith Bernard is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Committee to Elect Keith Bernard
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/bernard4ward7
Cite this score: Engagemii (2026). "AEO Score for Committee to Elect Keith Bernard." Retrieved from https://engagemii.com/aeo/brands/bernard4ward7
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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