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AI Visibility Scorecard
tdott's Auto Blog
tdott.me · Automotive
Borderline visible. AI bots can crawl tdott's Auto Blog, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#279,084 of 331,730 in Automotive for AI visibility
3.3
/10
AEO Score
About tdott's Auto Blog
from our crawl and measurement
"tdott.me is a Toronto (GTA) based automotive blog with the goal of being your go to source for information about the local car scene with details about all car shows, track days, autocross." That is how tdott's Auto Blog introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.7 out of 10.
On the page it is passable on a workable page structure, a partly stated business identity and basic crawler access. What holds it back is credibility markers like credentials or reviews, structured data describing the business and sitemaps and entity links AI can follow.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
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.
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 3.3/10, tdott's Auto Blog is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for tdott's Auto Blog
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tdott-me
Cite this score: Engagemii (2026). "AEO Score for tdott's Auto Blog." Retrieved from https://engagemii.com/aeo/brands/tdott-me
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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