▼ 0.2 since Sep 2026
#178,026 OF 267,381 IN MANUFACTURING & INDUSTRIAL
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AI Visibility Scorecard
FridgeRoute
fridgeroute.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl FridgeRoute, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#178,026 of 267,381 in Manufacturing & Industrial for AI visibility
4
AEO Visibility
iBorderline · 4.2/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About FridgeRoute
from our crawl and measurement
FridgeRoute is a business whose own site puts it this way: "Portable fridge guides, comparisons, troubleshooting, and planning tools for choosing by cargo fit, capacity, cooling design, and power use." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.
Our crawl found structured data on the page (Organization, WebSite, WebPage), 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
Fair
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
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 4.2/10, FridgeRoute is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How long will your fridge run?
The calculator connects usable battery energy with daily fridge use and the way power reaches the fridge.Battery capacity÷Fridge energy use=Estimated runtimeOpen runtime calculator01Setup previewExample setupBattery768 WhFridge use400 Wh/dayConnectionDirect DCThese values are an example. The full calculator accepts your own battery, fridge-use, and connection inputs.Start Here
Is this your brand?
The exact fixes for FridgeRoute
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for FridgeRoute.
Source & Attribution
Scored by Engagemii on September 25, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fridgeroute
Cite this score: Engagemii (2026). "AEO Score for FridgeRoute." Retrieved from https://engagemii.com/aeo/brands/fridgeroute
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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