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AI Visibility Scorecard
Research Configuration LLC
researchconfiguration.com · Education
Borderline visible. AI bots can crawl Research Configuration LLC, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#643,254 of 863,134 in Education for AI visibility
3.8
/10
AEO Score
About Research Configuration LLC
from our crawl and measurement
"REDCap design · Workflow mapping From protocolto production. We clarify how your study will run, then design and build the REDCap system that runs it. REDCap design and...." That is how Research Configuration LLC introduces itself. When AI engines look at it, they find little to work with. It scores 3.8 out of 10.
The site gets some of it right: it has a sitemap, substantial page content. What holds it back is what is absent, including structured data describing the business, an llms.txt file, a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.8/10, Research Configuration LLC is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Research Configuration LLC
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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/researchconfiguration
Cite this score: Engagemii (2026). "AEO Score for Research Configuration LLC." Retrieved from https://engagemii.com/aeo/brands/researchconfiguration
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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