AI Visibility Scorecard
RaterZero
raterzero.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl RaterZero, 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 1 times
Claude
#246,270 of 267,978 in Manufacturing & Industrial for AI visibility
3
AEO Visibility
iNear-invisible · 3.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
4
AI Adoption
iBasic · 4/100
About RaterZero
from our crawl and measurement
RaterZero The reference point outside the loop describes itself simply: "RaterZero is a data-quality practice for computer vision and generative AI pipelines: ground-truth standards, drift detection, and the human reference layer automated QA can't replace." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.1 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 3.1/10, RaterZero is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Who calibrates the calibrators?
Every rating system presumes a reference. Follow the chain of calibration upward and you reach a fixed point — the rater the others are measured against. Most pipelines never define it. Then the drift starts.
Is this your brand?
The exact fixes for RaterZero
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 RaterZero.
Source & Attribution
Scored by Engagemii on August 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/raterzero
Cite this score: Engagemii (2026). "AEO Score for RaterZero." Retrieved from https://engagemii.com/aeo/brands/raterzero
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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