AI Visibility Scorecard
Part Finder
partfinder.com · Automotive
Borderline visible. AI bots can crawl Part Finder, 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 1 times
Claude
#135,758 of 365,677 in Automotive for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Part Finder
from our crawl and measurement
"Frustrated that you can't find the auto part you need for your next repair? Let us help! Part Finder is fueled by 1AAuto.com." That is how Part Finder introduces itself. When AI engines look at it, they find little to work with. It scores 4.8 out of 10.
The site does the on-page work well, with structured data on the page (WebSite), an llms.txt file for AI models, a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.8/10, Part Finder is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Still can't find the part you need?
SEARCH2018 PartFinder.com fueled by 1A Auto Quality Auto Partsbottom of page
Is this your brand?
The exact fixes for Part Finder
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Part Finder.
Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/partfinder
Cite this score: Engagemii (2026). "AEO Score for Part Finder." Retrieved from https://engagemii.com/aeo/brands/partfinder
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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