AI Visibility Scorecard
MPI CUSTOMS — Auto Detailing & Repair (Napa, CA)
mpicustoms.com · Automotive
Borderline visible. AI bots can crawl MPI CUSTOMS — Auto Detailing & Repair (Napa, CA), 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 5 times
Meta AI · Claude
#259,499 of 365,731 in Automotive for AI visibility
4
AEO Visibility
iBorderline · 4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About MPI CUSTOMS — Auto Detailing & Repair (Napa, CA)
from our crawl and measurement
"Mobile auto detailing, ceramic coatings, paint correction, and auto repair in Napa, CA. First-time clients get 10% OFF." That is how MPI CUSTOMS Auto Detailing & Repair (Napa, CA) introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Fair
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 4/10, MPI CUSTOMS — Auto Detailing & Repair (Napa, CA) is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MPI CUSTOMS — Auto Detailing & Repair (Napa, CA)
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.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mpicustoms
Cite this score: Engagemii (2026). "AEO Score for MPI CUSTOMS — Auto Detailing & Repair (Napa, CA)." Retrieved from https://engagemii.com/aeo/brands/mpicustoms
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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