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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.
Monitoring for AI engine activity
In the Engagemii AEO index
#842,534 of 2,708,729 in Technology for AI visibility
5.1
/10
AEO Score
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 5.1 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: structured data describing the business, a clear heading structure and crawler access and the files AI engines look for. It is passable on a partly stated business identity and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.
Off the page there is only faint evidence that only a handful of sites link to it and the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
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
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
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 5.1/10, 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
Weekly ChatGPT & Claude citation tracking
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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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