AI Visibility Scorecard
Ruff.io
ruff.io · Technology
Borderline visible. AI bots can crawl Ruff.io, 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
#2,160,866 of 2,707,520 in Technology for AI visibility
3
AEO Visibility
iNear-invisible · 3.4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Ruff.io
from our crawl and measurement
Ruff is a business whose own site puts it this way: "A JavaScript runtime specialized in IoT development." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.4 out of 10.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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 3.4/10, Ruff.io is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Are you ready?Start your IoT Development Journey?
Getting StartedSoftware Defines HardwareProductFeatureDownloadPurchaseDevelopersDocumentationAPICommunityRepositoryCompanyAbout RuffNewsJoin UsMore [email protected]+86 12334444Business Service© 2021 Nanchao沪ICP备16002278号 沪公网安备 31011502005873号HomeDocsAPIDownload中
Is this your brand?
The exact fixes for Ruff.io
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 Ruff.io.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ruff-io
Cite this score: Engagemii (2026). "AEO Score for Ruff.io." Retrieved from https://engagemii.com/aeo/brands/ruff-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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