AI Visibility Scorecard
SOSVibecode
vibecodesos.com · Technology
Borderline visible. AI bots can crawl SOSVibecode, 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
#1,075,905 of 2,707,521 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
50
Muse Index Score
iAI agent readiness
Agent-ready · 50/100
4
AI Adoption
iBasic · 4/100
About SOSVibecode
from our crawl and measurement
SOSVibecode describes itself simply: "Code repair and optimization service for vibe-coded projects." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.
Our crawl found structured data on the page (Organization, FAQPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
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.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.9/10, SOSVibecode is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Where do we start?
Three situations, three ways of working. The quote is free in all three cases.Business owner · project leadFix & stabiliseYour application has bugs, slows down, or you suspect a security flaw. We identify what is wrong, fix it, and explain what was done.See the detailsSME running an ERPConnect your toolsYour application needs to talk to your ERP, your CRM, your email or a business API.
Does this sound familiar?
Obscure error messages are blocking your progress.Your application has become terribly slow and frustrating.The design doesn't look anything like you imagined.You're worried your code might have security vulnerabilities.Every hour spent debugging is an hour your project isn't moving forward, burning through your budget.Request a quoteDiscover our services
A question about the service?
A question about the service?×Hello, I am the SOSVibecode assistant. I can tell you about our services, our starting prices and how an engagement runs. Ask your question, and if your need matches what we do, I will help you prepare your quote request.Your question…SendGo to the contact form
Is this your brand?
The exact fixes for SOSVibecode
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for SOSVibecode.
Source & Attribution
Scored by Engagemii on August 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/vibecodesos
Cite this score: Engagemii (2026). "AEO Score for SOSVibecode." Retrieved from https://engagemii.com/aeo/brands/vibecodesos
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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