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AI Visibility Scorecard
Nick Boonstra for State Senate
nickforma.com · Education
Borderline visible. AI bots can crawl Nick Boonstra for State Senate, 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.
AI engines read this profile 4 times
Apple Intelligence · Claude · Meta AI
#620,259 of 876,918 in Education for AI visibility
4
/10
AEO Score
About Nick Boonstra for State Senate
from our crawl and measurement
Nick Boonstra for State Senate is a Three Rivers, MA business whose own site puts it this way: "Nick Boonstra is running for Massachusetts State Senate to fight for lower costs, good jobs, and accountability in the Hampden, Hampshire and Worcester district. Join our campaign today." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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 4/10, Nick Boonstra for State Senate is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Nick Boonstra for State Senate
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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/nickforma
Cite this score: Engagemii (2026). "AEO Score for Nick Boonstra for State Senate." Retrieved from https://engagemii.com/aeo/brands/nickforma
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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