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AI Visibility Scorecard

lab-msp.com

lab-msp.com

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lab-msp.com · Education

Borderline visible. AI bots can crawl lab-msp.com, 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 4 times

Claude · Meta AI · Apple Intelligence

#356,812 of 871,295 in Education for AI visibility

5

/10

AEO Score

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About lab-msp.com

from our crawl and measurement

lab-msp.com is a business whose own site puts it this way: "Our research program is on human-centered multimodal machine intelligence and applications for speech-based interfaces." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places and missing in others.

The site is missing structured data describing the business, an llms.txt file and a sitemap.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).

Industry · Education
Last scored · Aug 9, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

5

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

5

Experience, Expertise, Authority, Trust markers.

Technical AEO

4

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

5

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

6

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.

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 5/10, lab-msp.com is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for lab-msp.com

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for lab-msp.com: How-To

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 August 9, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/lab-msp

Cite this score: Engagemii (2026). "AEO Score for lab-msp.com." Retrieved from https://engagemii.com/aeo/brands/lab-msp

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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