AI Visibility Scorecard
Crumb Cookie Co
crumbcookieco.com · E-commerce
Borderline visible. AI bots can crawl Crumb Cookie Co, 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 2 times
Claude · ChatGPT
#595,300 of 738,818 in E-commerce for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
20
Muse Index Score
iAI agent readiness
Transactable · 20/100
0
AI Adoption
iNone detected · 0/100
About Crumb Cookie Co
from our crawl and measurement
Crumb Cookie Co describes itself simply: "I work alone and along with quality, have prioritized frequent sanitation of my workspace and kitchen, so I ask that you are patient with me getting your order to you." When AI engines look at it, they find little to work with. It scores 3.5 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 visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Weak
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 3.5/10, Crumb Cookie Co is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Crumb Cookie Co
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Already have an account? Sign in
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 Crumb Cookie Co.
Crumb Cookie Co lists 10 products, 5 in stock, priced 13.50 to 32.00.
Show all 10 products
- Crumb Cookie Co. Gift Card (Virtual) · 25.00 · Gift card
- Red Velvet · 16.50 · out of stock · Specialty Cookie
- X's and O's · 13.50 · out of stock · Seasonal Cookie
- The Fab 4 · 32.00 · out of stock · Variety
- White Chocolate Macadamia · 16.50 · out of stock · Specialty Cookie
- Oreo · 16.50 · out of stock · Specialty Cookie
- S'mores · 16.50 · Specialty Cookie
- M&M · 13.50 · Signature Cookie
- Chocolate Chunk Pecan · 13.50 · Signature Cookie
- Triple Chocolate Chip · 13.50 · Signature Cookie
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on August 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/crumbcookieco
Cite this score: Engagemii (2026). "AEO Score for Crumb Cookie Co." Retrieved from https://engagemii.com/aeo/brands/crumbcookieco
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