AI Visibility Scorecard
Lay Day Coffee
laydaycoffee.com · E-commerce
At 2.10/10, Lay Day Coffee 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
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 →2.10
-
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 →50
Muse Index Score
iAI agent readiness
Transactable · 50/100
E-commerce average 27
See what's behind this score →0
About Lay Day Coffee
from our crawl and measurement
Lay Day Coffee is a business whose own site puts it this way: "Small-batch, ethically sourced specialty coffee. Smooth, bright, and roasted in Australia, delivered fresh, nationwide." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.10 out of 10.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Lay Day Coffee
- Website ·
- laydaycoffee.com
- Industry ·
- E-commerce
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 8, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Strong
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 2.10/10, Lay Day Coffee is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
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 Lay Day Coffee.
Lay Day Coffee lists 4 products, 4 in stock, priced 26.50 to 78.00.
Show all 4 products
- Filter Roast | 250g · 26.50
- Espresso Roast | 250g · 26.50
- Espresso Roast 1kg · 78.00
- Filter Roast I 1kg · 78.00
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/laydaycoffee
Cite this score: Engagemii (2026). "AEO Score for Lay Day Coffee." Retrieved from https://engagemii.com/aeo/brands/laydaycoffee
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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