AI Visibility Scorecard
Tiny Bubble Company
rails-agent.com · Technology
Borderline visible. AI bots can crawl Tiny Bubble Company, 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 1 times
Claude
#1,544,568 of 2,707,327 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.5/10
75
Muse Index Score
iAI agent readiness
Transactable · 75/100
12
AI Adoption
iBasic · 12/100
About Tiny Bubble Company
from our crawl and measurement
Rails Agent The full-stack agentic platform for Ruby on Rails describes itself simply: "The fullstack agentic platform for Ruby on Rails. Install rails-agent-stack, open /agents, build agents with docs and your coding agent, test, deploy, and monitor at the speed of light." When AI engines look at it, they find little to work with. It scores 4.5 out of 10.
Our crawl found structured data on the page (Organization, WebSite, SoftwareApplication), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.5/10, Tiny Bubble Company is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Tiny Bubble Company
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/rails-agent
Cite this score: Engagemii (2026). "AEO Score for Tiny Bubble Company." Retrieved from https://engagemii.com/aeo/brands/rails-agent
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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