AI Visibility Scorecard
CatchLeak
catchleak.com · Technology
Borderline visible. AI bots can crawl CatchLeak, 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 2 times
Claude · ShapBot
#1,309,472 of 2,704,542 in Technology for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Technology average 28
Top 80% of Technology
See what's behind this score →4
-
Network Authority
iNot connected yet
Technology average 0.0
0 relationships · Technology average 4
See what's behind this score →55
Muse Index Score
iAI agent readiness
Transactable · 55/100
Technology average 17
See what's behind this score →0
About CatchLeak
from our crawl and measurement
CatchLeak is a business whose own site puts it this way: "Scans an n8n or Make workflow export and shows where leads, runs and data are leaking. Free scan, one-time paid report." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (Organization, SoftwareApplication), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- CatchLeak
- Website ·
- catchleak.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 2, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
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
Fair
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 read your site and name it in answers. At 4/10, CatchLeak is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Which step is failing without telling you?
Paste your workflow and see the leaks in 30 seconds. Plugging them is what gives you the money back.Scan my flowCatchLeak © 2026Common n8n failuresPrivacyTermsRefundDPAContactPrices in USD. Sales tax/VAT is added at checkout where your country requires it — you see the final amount before paying.n8n and Make are trademarks of their respective owners.
Is this your brand?
The exact fixes for CatchLeak
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/catchleak
Cite this score: Engagemii (2026). "AEO Score for CatchLeak." Retrieved from https://engagemii.com/aeo/brands/catchleak
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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