AI Visibility Scorecard
Toby
coffeewithconscience.org · Media & Entertainment
At 2.47/10, Toby is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Authority and News & Press. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude · Meta AI
Top 10% in Media & Entertainment for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Media & Entertainment average 17
Top 50% of Media & Entertainment
See what's behind this score →2.47
AEO Visibility
iNear-invisible · 2.47/10
Media & Entertainment average 1.4
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Media & Entertainment average 3. Claim your page and Engagemii is your first.
See what's behind this score →20
Muse Index Score
iAI agent readiness
Basic · 20/100
Media & Entertainment average 15
See what's behind this score →0
About Toby
from our crawl and measurement
Toby describes itself simply: "A site dedicated to great tasting coffee, supplying you with info about, coffee, related initiatives & recent coffee news so that you can enjoy it without it 'costing the earth'." When AI engines look at it, they find little to work with. It scores 2.47 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have read this profile 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
- Company ·
- Toby
- Website ·
- coffeewithconscience.org
- Industry ·
- Media & Entertainment
- 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
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 2.47/10, Toby is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
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Sep 29, 2026The Perfect Brew - How an Espresso Machine Works Espresso isn’t just a drink it’s an experience a ritual loved by coffee lovers everywhere. Whether you’re a seasoned home barista or just starting out on your coffee journey, understanding the brewing process and how an...
Why Are Panama Geisha Coffee Beans So Expensive?
Sep 18, 2026If you’re a coffee connoisseur and have ever heard of Panama Geisha Coffee, but still not sure what all the hype is about, then this article is for you. We’ll be covering everything about this type of coffee, from its history, to why it commands such a premium price,...
How to Make Coffee While Camping?
Sep 16, 2026Going camping shouldn’t mean you have to forgo great coffee.
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 Toby.
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coffeewithconscience-org
Cite this score: Engagemii (2026). "AEO Score for Toby." Retrieved from https://engagemii.com/aeo/brands/coffeewithconscience-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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