AI Visibility Scorecard
Formula Scout
formulascout.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 28 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#530 of 251,531 in Sports & Recreation for AI visibility
86
6
AEO Visibility
iVisible · 6.1/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Formula Scout
from our crawl and measurement
Formula Scout describes itself simply: "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 6.1 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 sitemap.
AI crawlers have visited 28 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Good
Social discussion and mentions.
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 6.1/10, 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
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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 October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/formulascout
Cite this score: Engagemii (2026). "AEO Score for Formula Scout." Retrieved from https://engagemii.com/aeo/brands/formulascout
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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