AI Visibility Scorecard
Mountain Pass Performance
mountainpassperformance.com · Automotive
Borderline visible. AI bots can crawl Mountain Pass Performance, 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 16 times
Meta AI · Claude · ChatGPT · Amazon Alexa
#2,686 of 365,615 in Automotive for AI visibility
5
5
AEO Visibility
iBorderline · 4.7/10
-
Network Authority
iNot connected yet
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Mountain Pass Performance
from our crawl and measurement
Mountain Pass Performance is a business whose own site puts it this way: "Offering performance upgrades, modifications, and custom tuning parts for Tesla Model S, 3, X, and Y. An EV mod company with racing roots." 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 (WebPage, BreadcrumbList, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 15 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Applebot (Siri).
- Company ·
- Mountain Pass Performance
- Website ·
- mountainpassperformance.com
- Industry ·
- Automotive
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- AI reads ·
- 16
- Last scored ·
- Oct 24, 2026
- Verified connections ·
- None yet
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
Strong
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
Strong
Sitemaps and entity links AI can follow.
Off-page authority
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.
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, Mountain Pass Performance is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mountain Pass Performance
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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 October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mountainpassperformance
Cite this score: Engagemii (2026). "AEO Score for Mountain Pass Performance." Retrieved from https://engagemii.com/aeo/brands/mountainpassperformance
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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