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AI Visibility Scorecard
David Pollak for School Committee
votedavidpollak.com · Education
At 3/10, David Pollak for School Committee 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.
AI engines read this profile 1 times
Claude
#798,653 of 882,350 in Education for AI visibility
3
/10
AEO Score
About David Pollak for School Committee
from our crawl and measurement
David Pollak for School Committee is a Brookline, MA business whose own site puts it this way: "Gives information about David Pollak's campaign for Brookline School Committee. The election will be held on April 30, 2013. The page includes his position, strengths, and endorsements." When AI engines look at it, they find little to work with. It scores 3.0 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
3
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
5
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, David Pollak for School Committee is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for David Pollak for School Committee
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/votedavidpollak
Cite this score: Engagemii (2026). "AEO Score for David Pollak for School Committee." Retrieved from https://engagemii.com/aeo/brands/votedavidpollak
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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