AI Visibility Scorecard
gmparts.com · Automotive
Somewhat visible. AI bots can read OEM & Aftermarket Auto Parts, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 8 times
Claude · ShapBot · Perplexity · Apple Intelligence
#541 of 365,617 in Automotive for AI visibility
87
AI Naming Predictability
iAI names companies like this often · 87/100
Automotive average 5
Top 1% of Automotive
See what's behind this score →6
-
Network Authority
iNot connected yet
Automotive average 0.0
0 relationships · Automotive average 5
See what's behind this score →5
0
from our crawl and measurement
OEM & Aftermarket Auto Parts describes itself simply: "Welcome to GM Parts - your new, consolidated home for GM Genuine Parts and ACDelco parts information and resources. Shop our online catalog of parts today." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.8 out of 10, readable in places, missing in others.
Under the hood there is a sitemap and a readable heading structure, but the score is capped by what is missing: structured data describing the business, an llms.txt file.
AI crawlers have visited the site 4 times in our tracking, so the engines are already looking.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 5.5/10, OEM & Aftermarket Auto Parts has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for OEM & Aftermarket Auto Parts
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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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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/gmparts
Cite this score: Engagemii (2026). "AEO Score for OEM & Aftermarket Auto Parts." Retrieved from https://engagemii.com/aeo/brands/gmparts
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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