AI Visibility Scorecard
CBS Racing database
cbsracingdatabase.com · Sports & Recreation
Borderline visible. AI bots can crawl CBS Racing database, 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 2 times
Claude · ShapBot
#85,920 of 251,540 in Sports & Recreation for AI visibility
6
AI Naming Predictability
iRarely named · 6/100
Sports & Recreation average 17
Top 79% of Sports & Recreation
See what's behind this score →4
-
Network Authority
iNot connected yet
Sports & Recreation average 0.0
0 relationships · Sports & Recreation average 3
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Sports & Recreation average 16
See what's behind this score →0
About CBS Racing database
from our crawl and measurement
CBS Racing database is a business whose own site puts it this way: "+Previous +Next Features Repair manuals learn more Selection of: ✔ original repair manuals ✔ engine repair manuals ✔ Electrical wiring diagrams ✔ Aftermarket part manuals usefull in the." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (WebSite, Organization, Article) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- CBS Racing database
- Website ·
- cbsracingdatabase.com
- Industry ·
- Sports & Recreation
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 2, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
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
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4/10, CBS Racing database is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for CBS Racing database
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cbsracingdatabase
Cite this score: Engagemii (2026). "AEO Score for CBS Racing database." Retrieved from https://engagemii.com/aeo/brands/cbsracingdatabase
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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