AI Visibility Scorecard
LineTemp
linetemp.com · Sports & Recreation
Borderline visible. AI bots can crawl LineTemp, 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 7 times
Meta AI · Claude · Perplexity · ShapBot
#82,925 of 251,116 in Sports & Recreation for AI visibility
50
AI Naming Predictability
iSometimes named · 50/100
5
AEO Visibility
iBorderline · 4.9/10
38
Muse Index Score
iAI agent readiness
Basic · 38/100
0
AI Adoption
iNone detected · 0/100
About LineTemp
from our crawl and measurement
LineTemp, based in Chicago, IL, describes itself simply: "Commercial refrigeration repair, beer line cleaning, draft system service, and glycol chiller maintenance for restaurants, bars, and breweries in the Chicago metropolitan area." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.
Under the hood there is a clear heading structure and a clearly stated business identity and structured data describing the business, but the score is capped by what is missing: credibility markers like credentials or reviews.
AI crawlers have visited the site once in our tracking, so the engines are already looking. Off the page there is almost nothing to corroborate it: 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. That half of the score is earned elsewhere on the web, not on the site itself.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
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
Good
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 4.9/10, LineTemp is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for LineTemp
Which AI engines already crawl you
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/linetemp
Cite this score: Engagemii (2026). "AEO Score for LineTemp." Retrieved from https://engagemii.com/aeo/brands/linetemp
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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