AI Visibility Scorecard
Rybbit
rybbit.com · Technology
Somewhat visible. AI bots can read Rybbit, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Claude · Apple Intelligence · Meta AI
#126,532 of 2,707,444 in Technology for AI visibility
6
AEO Visibility
iVisible · 6.1/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
12
AI Adoption
iBasic · 12/100
About Rybbit
from our crawl and measurement
Rybbit describes itself simply: "Open source, cookieless web & product analytics with an 18 KB script and one readable dashboard. GDPR/CCPA compliant, no cookie banner needed." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (FAQPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Fair
Forum and community discussion.
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 6.1/10, Rybbit has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Is Rybbit GDPR and CCPA compliant?
Yes, Rybbit is fully compliant with GDPR, CCPA, and other privacy regulations. We don't use cookies or collect any personal data that could identify your users. We salt user IDs daily to ensure users are not fingerprinted. You will not need to display a cookie consent banner to your users.
How does Rybbit compare to Google Analytics?
Rybbit is much less bloated than Google Analytics, both in terms of our tracking script and the UX of the dashboard. We show you exactly what you need to see. The difference in usability is night and day.
Can I self-host Rybbit?
Absolutely! Rybbit is available as a self-hosted option. You can install it on your own server and have complete control over your data. We also offer a cloud version if you prefer a managed solution.
How easy is it to set up Rybbit?
Setting up Rybbit is incredibly simple. Just add a small script to your website or install @rybbit/js from npm, and you're good to go. Most users are up and running in less than 5 minutes.
What platforms does Rybbit support?
Rybbit works with virtually any website platform. Whether you're using WordPress, Shopify, Next.js, React, Vue, or any other framework, our simple tracking snippet integrates seamlessly.
Is Rybbit truly open source?
Yes, Rybbit is 100% open source. Every single line of code, including for our cloud/enterprise offerings, is available on GitHub under the AGPL 3.0 license.
Is this your brand?
The exact fixes for Rybbit
Which AI engines already crawl you
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/rybbit
Cite this score: Engagemii (2026). "AEO Score for Rybbit." Retrieved from https://engagemii.com/aeo/brands/rybbit
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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