AI Visibility Scorecard
Auto128
auto128.com · Automotive
Borderline visible. AI bots can crawl Auto128, 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
#152,731 of 365,646 in Automotive for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Auto128
from our crawl and measurement
Auto128, Find any used OEM part. Delivered anywhere. is a business whose own site puts it this way: "Search used auto parts by OEM code. We aggregate live listings across Europe, group them by code, and deliver to your door, UPS, FedEx, DHL. Worldwide." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found structured data on the page (Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 4.7/10, Auto128 is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Can't find your part, or need it in your country?
Tell us the OEM code and where you are. We'll source it and deliver it, from a garage in Europe to your driveway.Request a delivery12,000+parts shipped85+countries98%fulfilment7yearsWhy Auto128
Is this your brand?
The exact fixes for Auto128
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 Auto128.
Source & Attribution
Scored by Engagemii on September 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/auto128
Cite this score: Engagemii (2026). "AEO Score for Auto128." Retrieved from https://engagemii.com/aeo/brands/auto128
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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