AI Visibility Scorecard
Instruqt: The Hands
instruqt.com · Technology
Somewhat visible. AI bots can read Instruqt: The Hands, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Apple Intelligence
#194,357 of 2,705,855 in Technology for AI visibility
46
AI Naming Predictability
iNamed sometimes · 46/100
More likely to be named than 97% of Technology companies
5
AEO Visibility
iBorderline · 5.2/10
53
Muse Index Score
iAI agent readiness
Agent-ready · 53/100
0
AI Adoption
iNone detected · 0/100
About Instruqt: The Hands
from our crawl and measurement
Instruqt: The Hands is a business whose own site puts it this way: "The leading platform for GTM teams driving product adoption through hands-on developer experiences." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (SoftwareApplication), a sitemap and a readable heading structure. It is missing an llms.txt file.
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
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 5.2/10, Instruqt: The Hands has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
You’ve built amazing tech—so why’s it so hard to drive adoption?
Static docs, complicated demos, and clunky onboarding slow everything down. Imagine a world where complex technology feels simple and powerful—because developers experience it firsthand.22%of go-to-market teams cite product complexity and budget constraints as top blockersSource: State of Developer Adoption 2025 Report
Is this your brand?
The exact fixes for Instruqt: The Hands
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/instruqt
Cite this score: Engagemii (2026). "AEO Score for Instruqt: The Hands." Retrieved from https://engagemii.com/aeo/brands/instruqt
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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