AI Visibility Scorecard
Intrepid by VitalSource
intrepidlearning.com · Technology
Somewhat visible. AI bots can read Intrepid by VitalSource, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Meta AI · Claude · Apple Intelligence
#102,254 of 2,705,580 in Technology for AI visibility
6
AEO Visibility
iVisible · 6.2/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
8
AI Adoption
iBasic · 8/100
About Intrepid by VitalSource
from our crawl and measurement
Intrepid by VitalSource is a business whose own site puts it this way: "Intrepid is the Applied Learning Platform that blends practice, collaboration and personalized coaching at scale to build capability and workplace performance." Its AI visibility score is 6.2 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, WebSite, ImageObject) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Strong
Recognized in AI knowledge graphs.
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 6.2/10, Intrepid by VitalSource has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Intrepid by VitalSource
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/intrepidlearning
Cite this score: Engagemii (2026). "AEO Score for Intrepid by VitalSource." Retrieved from https://engagemii.com/aeo/brands/intrepidlearning
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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