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AI Visibility Scorecard
Part Report
partreport.com · Automotive
At 2.7/10, Part Report is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#303,698 of 322,295 in Automotive for AI visibility
2.7
/10
AEO Score
About Part Report
from our crawl and measurement
"Part Report A restoration blog about my 73 beetle Thursday, December 30, 2010 Its Official I've finally decided that the frame of the yellow beetle is too far gone for me to feasibly repair." That is how Part Report introduces itself. As far as answer engines are concerned it may as well not exist yet: 2.4 out of 10.
The site gets some of it right: it has a readable heading structure. What holds it back is what is absent, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
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 Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
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 2.7/10, Part Report is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Part Report
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/partreport
Cite this score: Engagemii (2026). "AEO Score for Part Report." Retrieved from https://engagemii.com/aeo/brands/partreport
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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