AI Visibility Scorecard
fridge2go.com · E-commerce
At 1.65/10, fridge2go.com is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
Top 50% in E-commerce for AI visibility
20
AI Naming Predictability
iRarely named · 20/100
E-commerce average 18
Top 50% of E-commerce
See what's behind this score →1.65
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in E-commerce average 9. Claim your page and Engagemii is your first.
See what's behind this score →20
Muse Index Score
iAI agent readiness
Transactable · 20/100
E-commerce average 27
See what's behind this score →0
from our crawl and measurement
"Discover quality products designed to inspire healthy eating, including the home of the 8-hour insulated lunchbox." That is how fridge2go.com introduces itself. When AI engines look at it, they find little to work with. It scores 1.65 out of 10.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
AI crawlers have read this profile once in our tracking, including ClaudeBot (Anthropic).
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 1.65/10, fridge2go.com is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Stress or Overwhelm?
I started ‘The Over-r-whelm’ blog so long ago when I was in the chaos of raising young boys and trying to just get through one day at a time. I figured if I was getting overwhelmed at the time as a new parent, I was sure there were others out there like me. This blog has been a sharing of taking each day as it comes and doing your best.
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fridge2go
Cite this score: Engagemii (2026). "AEO Score for fridge2go.com." Retrieved from https://engagemii.com/aeo/brands/fridge2go
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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