AI Visibility Scorecard
Vibe CoCo — Small apps, made with care.
vibe-coco.com · Technology
Borderline visible. AI bots can crawl Vibe CoCo — Small apps, made with care., 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
#2,302,875 of 2,704,485 in Technology for AI visibility
15
AI Naming Predictability
iRarely named · 15/100
Technology average 28
Top 64% of Technology
See what's behind this score →4
-
Network Authority
iNot connected yet
Technology average 0.0
0 relationships · Technology average 4
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Technology average 17
See what's behind this score →0
About Vibe CoCo — Small apps, made with care.
from our crawl and measurement
"Vibe CoCo, LLC builds small, thoughtful apps for real life. Our first app is WhisperWake, an alarm clock for couples." That is how Vibe CoCo — Small apps, made with care. introduces itself. When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
- Company ·
- Vibe CoCo — Small apps, made with care.
- Website ·
- vibe-coco.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Aug 1, 2026
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
Weak
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 read your site and name it in answers. At 3.5/10, Vibe CoCo — Small apps, made with care. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Vibe CoCo — Small apps, made with care.
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/vibe-coco
Cite this score: Engagemii (2026). "AEO Score for Vibe CoCo — Small apps, made with care.." Retrieved from https://engagemii.com/aeo/brands/vibe-coco
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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