AI Visibility Scorecard
R1BBIT
r1bbit.com · Technology
Borderline visible. AI bots can crawl R1BBIT, 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
#860,026 of 2,705,505 in Technology for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About R1BBIT
from our crawl and measurement
R1BBIT describes itself simply: "R1BBIT is an IoT ecosystem for ESP32 and STM32 boards: visual scripting language, mobile dashboards, cloud telemetry, and a curated catalog of supported devices." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
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
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
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 4.2/10, R1BBIT is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is R1BBIT?
R1BBIT is a firmware and software ecosystem designed to simplify and accelerate development on ESP32-P4, -S3, -C6, -C3 platforms. It enables users to quickly build working
Is this your brand?
The exact fixes for R1BBIT
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for R1BBIT.
Source & Attribution
Scored by Engagemii on September 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/r1bbit
Cite this score: Engagemii (2026). "AEO Score for R1BBIT." Retrieved from https://engagemii.com/aeo/brands/r1bbit
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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