#1,674 OF 811,225 IN NONPROFITS
SCORE HISTORY BEGINS 2026-08-01
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AI Visibility Scorecard
Liquid AI: Build efficient general
liquid.ai · Nonprofits
Somewhat visible. AI bots can read Liquid AI: Build efficient general, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 63 times
Meta AI · ChatGPT · Claude · Apple Intelligence
#1,674 of 811,225 in Nonprofits for AI visibility
7
AEO Visibility
iVisible · 7/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
6
AI Adoption
iBasic · 6/100
About Liquid AI: Build efficient general
from our crawl and measurement
Liquid AI: Build efficient general describes itself simply: "Liquid AI is an efficiency-first foundation model company. We build highly capable, compute-optimized models that bring intelligence to any device and medium of choice." Its AI visibility score is 6.8 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 8 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
6
Press and news coverage.
Community
7
Forum and community discussion.
Social Mentions
6
Social discussion and mentions.
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 7/10, Liquid AI: Build efficient general has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Liquid AI: Build efficient general
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/liquid-ai
Cite this score: Engagemii (2026). "AEO Score for Liquid AI: Build efficient general." Retrieved from https://engagemii.com/aeo/brands/liquid-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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