AI visibility score
3.2/ 10Weak

#2,231,029 of 2,707,521 in Technology

As of 2026-08-21 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

VibeFixed

VibeFixed

Unclaimed

vibefixed.com · Technology

Borderline visible. AI bots can crawl VibeFixed, 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 3 times

Claude · Meta AI · Perplexity

#2,231,029 of 2,707,521 in Technology for AI visibility

3

AEO Visibility

i

Near-invisible · 3.2/10

0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

0

AI Adoption

i

None detected · 0/100

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About VibeFixed

from our crawl and measurement

"VibeFixed turns AI-built prototypes into secure, production-ready web applications. Senior engineers fix code, stabilize core flows and harden security in one focused service." That is how VibeFixed of Newark, DE introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.2 out of 10.

Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.

Industry · Technology
Last scored · Aug 21, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

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

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Weak

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Good

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 3.2/10, VibeFixed is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

What do you need from me?

Access to your code and a short conversation about where you are. We’ll ask about your launch goals, any specific issues you’re facing, and what “production-ready” means for your project if you’ve already defined that. That’s it. We handle the rest.

What if my app is in a bad state?

Don’t worry. We’ve worked on plenty of apps from big dev shops that still needed heavy cleanup and refactoring. That’s normal. Messy code doesn’t scare us.

What platforms and tech stacks do you support?

Lovable, Bolt, Cursor, Replit, v0, plain JavaScript, React, Node, Python - if AI can generate it, we can work with it. We’ve dealt with all major vibe-coding platforms and frameworks. If you built it, we can ship it.

What kind of apps qualify for this package?

This package is for AI-built apps that already exist and basically run - you can click through the main thing the app is supposed to do, even if it’s buggy or unstable. If you’re earlier than that or starting more from an idea than a working app, we’ll use the intro call to suggest a different scope or a custom build instead.

Do you sign an NDA?

Yes. We’re happy to sign a standard NDA. Your code and ideas stay private.

Is this your brand?

✓

The exact fixes for VibeFixed

✓

Which AI engines already crawl you

✓

Free AI bot monitoring: see every AI crawler that visits you

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Picked for VibeFixed: How-To

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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Free signup unlocks the full article plus your personalized AEO fix list for VibeFixed.

Source & Attribution

Scored by Engagemii on August 21, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/vibefixed

Cite this score: Engagemii (2026). "AEO Score for VibeFixed." Retrieved from https://engagemii.com/aeo/brands/vibefixed

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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