AI Visibility Scorecard
Rayforce — Columnar Analytics and Graph Traversal in One Pipeline
rayforcedb.com · Technology
Somewhat visible. AI bots can read Rayforce — Columnar Analytics and Graph Traversal in One Pipeline, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Meta AI
#393,429 of 2,705,907 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.5/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Rayforce — Columnar Analytics and Graph Traversal in One Pipeline
from our crawl and measurement
"Pure C zero-dependency embeddable engine where columnar analytics and graph operations share a single operation DAG, pass through a multi-pass optimizer, and execute as fused morsel-driven." That is how Rayforce Columnar Analytics and Graph Traversal in One Pipeline introduces itself. Its AI visibility score is 5.5 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
Fair
Forum and community discussion.
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 5.5/10, Rayforce — Columnar Analytics and Graph Traversal in One Pipeline has a working base to build on - fixable, and the signals above are where to start.
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Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/rayforcedb
Cite this score: Engagemii (2026). "AEO Score for Rayforce — Columnar Analytics and Graph Traversal in One Pipeline." Retrieved from https://engagemii.com/aeo/brands/rayforcedb
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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