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AI Visibility Scorecard
Is It Vibe Coded?
isitvibecoded.com · Other
At 3/10, Is It Vibe Coded? is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
3
/10
AEO Score
About Is It Vibe Coded?
from our crawl and measurement
Is It Vibe Coded? is a business whose own site puts it this way: "Analyze any website to detect if it was built with AI tools like Lovable, Replit, or Bolt. Get instant insights on domain age, content patterns, and vibe coding indicators." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.0 out of 10.
Our crawl found a sitemap. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file, a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3/10, Is It Vibe Coded? is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Is It Vibe Coded?
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
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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/isitvibecoded
Cite this score: Engagemii (2026). "AEO Score for Is It Vibe Coded?." Retrieved from https://engagemii.com/aeo/brands/isitvibecoded
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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