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AI Visibility Scorecard
hinghamturkeytrot.com · Nonprofits
Somewhat visible. AI bots can read Hingham Turkey Trot, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#240,673 of 764,039 in Nonprofits for AI visibility
5.2
/10
AEO Score
from our crawl and measurement
Hingham Turkey Trot is a Hingham, MA business whose own site puts it this way: "This section now needs to be updated under the website V2 Section About This Event Kick off your holiday weekend the right way with the biggest Thanksgiving Day race on the South Shore." Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clearly stated business identity. It is passable on a workable page structure, basic crawler access and partial sitemap and link coverage. What holds it back is structured data describing the business and credibility markers like credentials or reviews.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
7
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
6
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
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.
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 5.2/10, Hingham Turkey Trot has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Hingham Turkey Trot
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hinghamturkeytrot
Cite this score: Engagemii (2026). "AEO Score for Hingham Turkey Trot." Retrieved from https://engagemii.com/aeo/brands/hinghamturkeytrot
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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