AI Visibility Scorecard
Mapped Research
mappedresearch.com · Technology
Somewhat visible. AI bots can read Mapped Research, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 13 times
Meta AI · Claude · Apple Intelligence
#181,485 of 2,707,329 in Technology for AI visibility
70
AI Naming Predictability
iLikely to be named · 70/100
6
AEO Visibility
iBorderline · 5.9/10
60
Muse Index Score
iAI agent readiness
Transactable · 60/100
13
AI Adoption
iBasic · 13/100
About Mapped Research
from mappedresearch.com
mapped — systematic review & meta-analysis platform: AI-assisted screening, extraction, eight RoB tools, R meta-analysis (DTA/NMA), GRADE & PRISMA-ready manuscripts; full workflow, pay per project.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 5.9/10, Mapped Research has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mapped Research
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mappedresearch
Cite this score: Engagemii (2026). "AEO Score for Mapped Research." Retrieved from https://engagemii.com/aeo/brands/mappedresearch
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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