AI Visibility Scorecard
Harnd
harnd.com · Technology
Borderline visible. AI bots can crawl Harnd, 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
#1,683,638 of 2,705,907 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
70
Muse Index Score
iAI agent readiness
Transactable · 70/100
9
AI Adoption
iBasic · 9/100
About Harnd
from our crawl and measurement
Harnd the AI harness for your design system describes itself simply: "Harnd is a design harness for AI-driven development: a single source of design tokens, component specs, and quality gates that both AI agents and humans read, and an append-only record of." When AI engines look at it, they find little to work with. It scores 4.3 out of 10.
Our crawl found structured data on the page (SoftwareApplication, FAQPage), an llms.txt file for AI models and a sitemap.
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
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 4.3/10, Harnd is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Harnd
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 Harnd.
Source & Attribution
Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/harnd
Cite this score: Engagemii (2026). "AEO Score for Harnd." Retrieved from https://engagemii.com/aeo/brands/harnd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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