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Tidy Messy Data • tidyr

Name: Tidy Messy Data • tidyr - AI Visibility Score
Creator: Engagemii
Published: 2026-05-22T18:28:37.363Z
License: https://creativecommons.org/licenses/by/4.0/

Unclaimed

AEO Score: 5/10

Monitoring for AI engine activity

In the Engagemii AEO index

tidyr.tidyverse.org

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. Two-thirds of websites are invisible to them. Tidy Messy Data • tidyr just got measured.

5/10 means Tidy Messy Data • tidyr is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.

About Tidy Messy Data • tidyr

Tools to help to create tidy data, where each column is a variable, each row is an observation, and each cell contains a single value. tidyr contains tools for changing the shape (pivoting) and hierarchy (nesting and unnesting) of a dataset, turning deeply nested lists into rectangular data frames (rectangling), and extracting values out of string columns. It also includes tools for working with missing values (both implicit and explicit).