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AI Visibility Scorecard

CollinsforStateRep

CollinsforStateRep

Unclaimed
⚠ Identity mismatch

collinsfor117th.com · Food & Beverage

Borderline visible. AI bots can crawl CollinsforStateRep, 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 3 times

Meta AI · Claude

#379,589 of 1,356,762 in Food & Beverage for AI visibility

5

/10

AEO Score

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About CollinsforStateRep

from our crawl and measurement

"Ray Collins is running for State Representative in the 117th district, which includes parts of Milford, Orange, and West Haven." That is how CollinsforStateRep introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places and missing in others.

Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Food & Beverage
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

4

Clear headings and answer-style content.

Entity Clarity

6

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

10

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

7

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 5/10, CollinsforStateRep is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for CollinsforStateRep

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for CollinsforStateRep: How-To

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 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/collinsfor117th

Cite this score: Engagemii (2026). "AEO Score for CollinsforStateRep." Retrieved from https://engagemii.com/aeo/brands/collinsfor117th

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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