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AI Visibility Scorecard
mstpstore.com · E-commerce
Borderline visible. AI bots can crawl Midstates Transmission Parts, 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 3 times
Apple Intelligence
#521,373 of 630,783 in E-commerce for AI visibility
3.2
/10
AEO Score
from our crawl and measurement
"*can not guarantee same day shipping on all items, in stock items ordered before 3:30 CST typically ship same day." That is how Midstates Transmission Parts introduces itself. When AI engines look at it, they find little to work with. It scores 3.2 out of 10.
The page falls short on structured data describing the business, the technical files AI engines look for, such as llms.txt or an open robots.txt, a heading structure that lays out what it offers, a clearly stated business identity, credibility markers like credentials or reviews and sitemaps and entity links AI can follow.
Off the page, other sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including Applebot (Siri). There is not much on the page to read either, about 125 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
2
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
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 3.2/10, Midstates Transmission Parts is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Midstates Transmission Parts
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mstpstore
Cite this score: Engagemii (2026). "AEO Score for Midstates Transmission Parts." Retrieved from https://engagemii.com/aeo/brands/mstpstore
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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