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AI Visibility Scorecard
Rybbit
rybbit.io · 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 7 times
ChatGPT · Claude · Meta AI · Apple Intelligence
#181,024 of 2,655,512 in Technology for AI visibility
6.1
/10
AEO Score
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." Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (FAQPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/rybbit-io
Cite this score: Engagemii (2026). "AEO Score for Rybbit." Retrieved from https://engagemii.com/aeo/brands/rybbit-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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