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AI Visibility Scorecard
ribbitcap.com · Technology
Somewhat visible. AI bots can read RIBBIT, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Claude · ChatGPT · Apple Intelligence
#302,981 of 2,623,115 in Technology for AI visibility
5.8
/10
AEO Score
from our crawl and measurement
RIBBIT is a business whose own site puts it this way: "It changes because someone, somewhere, decides the system is broken and has the conviction to build something better." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places, missing in others.
What holds it back is structured data describing the business, an llms.txt file, a sitemap, the first things an answer engine looks for.
AI crawlers have visited the site 4 times in our tracking, so the engines are already looking.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
2
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
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 5.8/10, RIBBIT has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for RIBBIT
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech buyers are the most research-intensive shoppers on the internet.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ribbitcap
Cite this score: Engagemii (2026). "AEO Score for RIBBIT." Retrieved from https://engagemii.com/aeo/brands/ribbitcap
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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