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AI Visibility Scorecard

Formula Scout

Formula Scout

Unclaimed

paddockscout.com · Sports & Recreation

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

AI engines read this profile 4 times

Claude · Apple Intelligence

#3,410 of 233,383 in Sports & Recreation for AI visibility

6.5

/10

AEO Score

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About Formula Scout

from our crawl and measurement

Formula Scout is a business whose own site puts it this way: "Junior single-seater racing news and features from F1, F2, F3, F4 and more." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.

Our crawl found structured data on the page (CollectionPage, BreadcrumbList, WebSite), an llms.txt file for AI models and a readable heading structure. It is missing a sitemap.

AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).

Industry · Sports & Recreation
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

Clear headings and answer-style content.

Entity Clarity

9

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

6

Experience, Expertise, Authority, Trust markers.

Technical AEO

9

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

9

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 Authority

4

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.

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 6.5/10, Formula Scout has a working base to build on - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for Formula Scout

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Formula Scout: AEO & AI Search

The AEO Checklist Every Small Business Owner Needs Right Now

Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.

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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/paddockscout

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

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

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