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AI Visibility Scorecard

Humus Labs — AI Research Laboratory

Humus Labs — AI Research Laboratory

Unclaimed

humuslabs.com · Technology

At 1.8/10, Humus Labs — AI Research Laboratory is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

AI engines read this profile 6 times

Meta AI · Claude · Apple Intelligence

#2,381,849 of 2,667,630 in Technology for AI visibility

2

AEO Visibility

i

Near-invisible · 1.8/10

0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

0

AI Adoption

i

None detected · 0/100

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About Humus Labs — AI Research Laboratory

from our crawl and measurement

Humus Labs AI Research Laboratory is a business whose own site puts it this way: "HUMUSLABS About Research Spotlight Articles Early Career Pioneering AI Research for the Global South We look at the frontiers of artificial intelligence with particular focus on the." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.8 out of 10.

Our crawl found a readable heading structure. It 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 · Technology
Last scored · Aug 10, 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

4

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

3

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

AI Discoverability

1

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

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 1.8/10, Humus Labs — AI Research Laboratory is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Humus Labs — AI Research Laboratory: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Source & Attribution

Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/humuslabs

Cite this score: Engagemii (2026). "AEO Score for Humus Labs — AI Research Laboratory." Retrieved from https://engagemii.com/aeo/brands/humuslabs

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

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