AI Visibility Scorecard
Shepherd — Guide your users through a tour of your app.
shepherdjs.dev · Technology
Somewhat visible. AI bots can read Shepherd — Guide your users through a tour of your app., but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 9 times
Claude · Meta AI · Apple Intelligence
#194,431 of 2,705,506 in Technology for AI visibility
32
5
AEO Visibility
iBorderline · 5.2/10
60
Muse Index Score
iAI agent readiness
Transactable · 60/100
0
AI Adoption
iNone detected · 0/100
About Shepherd — Guide your users through a tour of your app.
from our crawl and measurement
Shepherd Guide your users through a tour of your app. describes itself simply: "Shepherd is an open-source JavaScript library for building guided product tours, user onboarding, trainings, and feature announcements in any web app." 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, Organization, WebSite) and an llms.txt file for AI models. It is missing a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited 9 times in our tracking, including ClaudeBot (Anthropic), Meta AI and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
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
Fair
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, Shepherd — Guide your users through a tour of your app. has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Shepherd — Guide your users through a tour of your app.
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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 October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/shepherdjs-dev
Cite this score: Engagemii (2026). "AEO Score for Shepherd — Guide your users through a tour of your app.." Retrieved from https://engagemii.com/aeo/brands/shepherdjs-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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