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AI Visibility Scorecard

FoDMTB

FoDMTB

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fodmtb.com · Food & Beverage

Somewhat visible. AI bots can read FoDMTB, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 2 times

ChatGPT

#145,107 of 1,698,076 in Food & Beverage for AI visibility

5.7

/10

AEO Score

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About FoDMTB

from our crawl and measurement

FoDMTB is a business whose own site puts it this way: "Everything you need for Forest of Dean mountain biking, trail guides, live conditions, uplift info, and local know-how for the FoD bike park. Written by local riders." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.7 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. What holds it back is structured data describing the business, a clearly stated business identity and credibility markers like credentials or reviews.

Away from its own site, 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. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT). It does link out to several social profiles, which helps engines tie the brand together.

Industry · Food & Beverage
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

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

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

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

9

Inbound links from other sites.

Domain Trust

1

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 5.7/10, FoDMTB has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for FoDMTB

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for FoDMTB: Food & Beverage

Your Ingredient Label Has a Story. Is Anyone Telling It?

Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.

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Source & Attribution

Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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