AI Visibility Scorecard
Catch
catch.cafe · Food & Beverage
Borderline visible. AI bots can crawl Catch, 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 1 times
Claude
#1,182,421 of 1,392,413 in Food & Beverage for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 32% of Food & Beverage companies
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 Catch
from our crawl and measurement
Catch. describes itself simply: "Skip to content Filter coffeeCheck out our single origin beans with recommended brewing methods ME OUTSIDE ME OUTSIDE Vendor: Catch." 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.
The 6 signals AI reads
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
Weak
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.
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, Catch is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why go with us?
QUALITY OVER QUANTITY We're a small indie coffee roaster and we're all about quality over quantity. We only choose the best beans from around the world and roast 'em in small batches to bring out their unique flavors. We're super careful with our process to make sure every cup of coffee we serve is top-notch and full of flavor. At our roastery, we're all about excellence in every cup.
Is this your brand?
The exact fixes for Catch
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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 Catch.
Catch lists 6 products, 6 in stock, priced 10.00 to 12.50.
Show all 6 products
- Lightning in the Bottlee · 12.50
- THE 🌊 · 12.50 · Coffee
- Dungeons & Dragons | Catch in Sidcup · 10.00
- ME OUTSIDE · 11.00 · Coffee
- A BREAK (decaf) · 12.50 · Coffee
- 22 (house blend) · 10.00 · Coffee
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on September 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/catch-cafe
Cite this score: Engagemii (2026). "AEO Score for Catch." Retrieved from https://engagemii.com/aeo/brands/catch-cafe
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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