AI Visibility Scorecard
FridgeToCook
fridgetocook.com · Technology
At 1.21/10, FridgeToCook is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Backlinks and Domain Authority. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
19
AI Naming Predictability
iRarely named · 19/100
Technology average 28
Top 49% of Technology
See what's behind this score →1.21
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →65
Muse Index Score
iAI agent readiness
Transactable · 65/100
Technology average 17
See what's behind this score →8
About FridgeToCook
from our crawl and measurement
FridgeToCook is a business whose own site puts it this way: "Enter what's in your fridge and get 3 full recipes in seconds. Reduce food waste, cook smarter. Free, no account." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.21 out of 10.
Our crawl found structured data on the page (SoftwareApplication, FAQPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have read this profile once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- FridgeToCook
- Website ·
- fridgetocook.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page 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
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
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.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 1.21/10, FridgeToCook is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
What is Ingredient Leftover Chef?
Ingredient Leftover Chef is a free AI-powered tool that transforms whatever you have in your fridge or pantry into complete, ready-to-cook recipes. Enter 2 to 10 ingredients you already own, and get 3 tailored recipe suggestions in seconds — no shopping required.Food waste is a significant issue: the average household throws away roughly 30% of the food it buys .
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
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.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for FridgeToCook.
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fridgetocook
Cite this score: Engagemii (2026). "AEO Score for FridgeToCook." Retrieved from https://engagemii.com/aeo/brands/fridgetocook
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform