#257,451 OF 2,691,054 IN TECHNOLOGY
SCORE HISTORY BEGINS 2026-06-29
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AI Visibility Scorecard
Vibe Coding
codevibe.ai · Technology
Somewhat visible. AI bots can read Vibe Coding, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
ChatGPT · Claude · Apple Intelligence · Meta AI
#257,451 of 2,691,054 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
70
Muse Index Score
iAI agent readiness
Transactable · 70/100
13
AI Adoption
iBasic · 13/100
About Vibe Coding
from our crawl and measurement
Vibe Coding is a business whose own site puts it this way: "Vibe Coding. AI-powered app builder that runs entirely through WhatsApp. Build and run your entire app through chat, no builders, no dashboards, just natural conversation." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (SoftwareApplication), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.9/10, Vibe Coding has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Vibe Coding
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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.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codevibe-ai
Cite this score: Engagemii (2026). "AEO Score for Vibe Coding." Retrieved from https://engagemii.com/aeo/brands/codevibe-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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