AI Visibility Scorecard
Extra Recipes for Encoding Predictors • embed
embed.tidymodels.org · Technology
Somewhat visible. AI bots can read Extra Recipes for Encoding Predictors • embed, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 10 times
Meta AI · Claude · Apple Intelligence · Perplexity
#100,449 of 2,706,130 in Technology for AI visibility
71
AI Naming Predictability
iAI names companies like this often · 71/100
More likely to be named than 98% of Technology companies
5
AEO Visibility
iBorderline · 5.4/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
2
AI Adoption
iBasic · 2/100
About Extra Recipes for Encoding Predictors • embed
from our crawl and measurement
Extra Recipes for Encoding Predictors • embed is a business whose own site puts it this way: "Predictors can be converted to one or more numeric representations using a variety of methods. Effect encodings using simple generalized linear models <doi:10.48550/arXiv.1611.09477> or." Its AI visibility score is 5.4 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
Weak
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
Strong
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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 5.4/10, Extra Recipes for Encoding Predictors • embed has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Extra Recipes for Encoding Predictors • embed
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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/embed-tidymodels-org
Cite this score: Engagemii (2026). "AEO Score for Extra Recipes for Encoding Predictors • embed." Retrieved from https://engagemii.com/aeo/brands/embed-tidymodels-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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