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AI Visibility Scorecard
mpsinteractive.com · Technology
Somewhat visible. AI bots can read Liberate, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#216,117 of 2,633,480 in Technology for AI visibility
6
/10
AEO Score
from our crawl and measurement
Liberate is a business whose own site puts it this way: "Liberate provides corporate learning and custom eLearning services aligned to business goals and workforce performance." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places, missing in others.
Our crawl found a clear heading structure. It also found the gaps that keep answer engines guessing: structured data describing the business, sitemaps and entity links AI can follow.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
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 6/10, Liberate has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Liberate
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 Liberate.
Scored by Engagemii on June 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mpsinteractive
Cite this score: Engagemii (2026). "AEO Score for Liberate." Retrieved from https://engagemii.com/aeo/brands/mpsinteractive
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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