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AI Visibility Scorecard

Comma to Column

Name: Comma to Column - AI Visibility Score
Creator: Engagemii
Published: 2026-08-12T12:52:02.096Z
License: https://creativecommons.org/licenses/by/4.0/

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commatocolumn.com · Technology

At 1.1/10, Comma to Column is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

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Monitoring for AI engine activity

In the Engagemii AEO index

#2,596,379 of 2,623,115 in Technology for AI visibility

1.1

/10

AEO Score

About Comma to Column

from our crawl and measurement

Comma to Column is a business whose own site puts it this way: "Comma to Column Paste column data and convert it to a SQL IN statement Input (one value per line) Sample Convert → Copy SQL IN Statement made by Peter Clark." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 0.8 out of 10.

The site is missing structured data describing the business, an llms.txt file and a sitemap.

Industry · Technology

Last scored · Aug 12, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Clear headings and answer-style content.

Entity Clarity

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Experience, Expertise, Authority, Trust markers.

Technical AEO

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Inbound links from other sites.

Domain Trust

Little domain authority yet.

Entity Presence

Not in AI knowledge graphs yet.

News Mentions

No press coverage found yet.

Community

No community discussion yet.

No Reddit mentions 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 1.1/10, Comma to Column is crawlable but under-signaled - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

Picked for Comma to Column: Tech & Electronics

Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?

Tech buyers are the most research-intensive shoppers on the internet.

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Source & Attribution

Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/commatocolumn

Cite this score: Engagemii (2026). "AEO Score for Comma to Column." Retrieved from https://engagemii.com/aeo/brands/commatocolumn

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.