AI Visibility Scorecard
mrq
getmrq.com · Technology
Somewhat visible. AI bots can read mrq, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude · Apple Intelligence
#393,233 of 2,705,019 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.5/10
85
Muse Index Score
iAI agent readiness
Transactable · 85/100
12
AI Adoption
iBasic · 12/100
About mrq
from our crawl and measurement
mrq describes itself simply: "The undo button for AI coding. Automatic versioning for AI coding assistants." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, SoftwareApplication, FAQPage), an llms.txt file for AI models and a readable heading structure. It is missing a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
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
Strong
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 5.5/10, mrq has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is mrq?
mrq is an automatic versioning tool for AI coding. It runs in the background, captures every file change as a snapshot, and lets you instantly restore your code when AI agents like Cursor, Claude Code, or GitHub Copilot make unexpected or destructive changes.
How does mrq work?
Install the CLI with 'npm install -g mrq-cli', then run 'mrq watch' in your project folder. mrq monitors file changes in the background and creates encrypted snapshots automatically. When something breaks, run 'mrq restore' to instantly revert to any previous state.
Is mrq free?
mrq has a free Hobby tier with 1 project, 500MB storage, and 100 snapshots per month. Paid plans start at $9/month for 5 projects, 5GB storage, 1,000 snapshots, and security audits.
Does mrq work with Cursor, Claude Code, and GitHub Copilot?
Yes. mrq works with every AI coding tool including Cursor, Claude Code, GitHub Copilot, Windsurf, Aider, OpenAI Codex, and any other tool that modifies files. It monitors at the filesystem level, so it's tool-agnostic.
How is mrq different from git?
Git requires manual commits with messages and staging. mrq captures every change automatically with zero friction — no commits, no staging, no messages. mrq complements git: use git for your canonical history, and mrq for continuous protection between commits.
Is this your brand?
The exact fixes for mrq
Which AI engines already crawl you
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/getmrq
Cite this score: Engagemii (2026). "AEO Score for mrq." Retrieved from https://engagemii.com/aeo/brands/getmrq
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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