AI Visibility Scorecard
mrq
getmrq.com · Technology
At 2.87/10, mrq is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Backlinks and Domain Trust. That is fixable, and the signals below show where to start.
AI engines read this profile 8 times
Claude · Meta AI · Apple Intelligence
Top 50% in Technology for AI visibility
30
AI Naming Predictability
iRarely named · 30/100
Technology average 28
Top 23% of Technology
See what's behind this score →2.87
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →75
Muse Index Score
iAI agent readiness
Transactable · 75/100
Technology average 17
See what's behind this score →12
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, though, it is barely visible: it scores 2.87 out of 10.
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 read this profile 8 times in our tracking, including ClaudeBot (Anthropic), Meta AI and Applebot (Siri).
- Company ·
- mrq
- Website ·
- getmrq.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page 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.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 2.87/10, mrq is near-invisible to AI engines today. That is 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.
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 November 9, 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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