AI Visibility Scorecard
Global Consumer Insights
missingbillion.com · Technology
Somewhat visible. AI bots can read Global Consumer Insights, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Apple Intelligence
#846,355 of 2,707,329 in Technology for AI visibility
74
AI Naming Predictability
iLikely to be named · 74/100
5
AEO Visibility
iBorderline · 5.1/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
4
AI Adoption
iBasic · 4/100
About Global Consumer Insights
from our crawl and measurement
Global Consumer Insights describes itself simply: "Get analyst-quality consumer insights at AI speed. GWI puts trusted human data from 50+ markets at your fingertips to power smarter decisions." Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Good
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 5.1/10, Global Consumer Insights has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Global Consumer Insights
Which AI engines already crawl you
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/missingbillion
Cite this score: Engagemii (2026). "AEO Score for Global Consumer Insights." Retrieved from https://engagemii.com/aeo/brands/missingbillion
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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