AI Visibility Scorecard
4liang Framework
stablepsu.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl 4liang Framework, 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
#71,105 of 269,181 in Manufacturing & Industrial for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About 4liang Framework
from our crawl and measurement
"Leading AC DC power supply manufacturers provide reliable and innovative solutions for all your power supply needs. Experience StablePSU high-quality products." That is how 4liang Framework introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (Person, Organization, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Good
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 4/10, 4liang Framework is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What can we provide for you?
We mainly design and produce three categories of power supplies, The Industry’s Most Comprehensive Power Supply Selection. Moreover, we can do ODM and OEM services for you. AC Power AdapterPower range from 6W to 150W, StablePSU's line of AC Power adapter is available in a variety of wall fixed plug & interchangeable plug and desktop adapter configurations.
Is this your brand?
The exact fixes for 4liang Framework
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for 4liang Framework.
Source & Attribution
Scored by Engagemii on August 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/stablepsu
Cite this score: Engagemii (2026). "AEO Score for 4liang Framework." Retrieved from https://engagemii.com/aeo/brands/stablepsu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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