AI Visibility Scorecard
Micro Experimentation
microexperimentation.com · Media & Entertainment
Borderline visible. AI bots can crawl Micro Experimentation, 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 2 times
Claude
#1,747,618 of 1,966,717 in Media & Entertainment for AI visibility
20
AI Naming Predictability
iRarely named · 20/100
3
AEO Visibility
iNear-invisible · 3.1/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
4
AI Adoption
iBasic · 4/100
About Micro Experimentation
from our crawl and measurement
Micro Experimentation is a business whose own site puts it this way: "Home About Me Home About Me AI, Content Creation, Learning, Learning Design Can agentic AI create a useful case study from interview data?." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.1 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Weak
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
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
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 3.1/10, Micro Experimentation is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Can AI act as “fake” participants to help me understand how different people might respond to a reflective journal question?
This was an ambitious experiment, and in reflection, it wasn’t well structured. What I essentially wanted to know was whether I could pilot a reflective journal question, using AI as… admin on February 17, 2025 AI, Learning, Learning Design, Reflective Journaling with AI
Is this your brand?
The exact fixes for Micro Experimentation
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/microexperimentation
Cite this score: Engagemii (2026). "AEO Score for Micro Experimentation." Retrieved from https://engagemii.com/aeo/brands/microexperimentation
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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