AI Visibility Scorecard
Admin Columns
admincolumns.com · Technology
Somewhat visible. AI bots can read Admin Columns, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Claude · Amazon Alexa · Meta AI · Apple Intelligence
#81,505 of 2,704,685 in Technology for AI visibility
6
AEO Visibility
iVisible · 6.3/10
75
Muse Index Score
iAI agent readiness
Transactable · 75/100
0
AI Adoption
iNone detected · 0/100
About Admin Columns
from our crawl and measurement
Admin Columns describes itself simply: "Manage content in WordPress at scale. Add custom columns to the WordPress admin with bulk filtering and editing, sorting, and easy export." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places, missing in others.
On the page, the fundamentals are in place: structured data on the page (WebPage, BreadcrumbList, WebSite), an llms.txt file for AI models, a sitemap.
AI crawlers have visited the site 3 times in our tracking, so the engines are already looking.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 6.3/10, Admin Columns has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Admin Columns
Which AI engines already crawl you
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/admincolumns
Cite this score: Engagemii (2026). "AEO Score for Admin Columns." Retrieved from https://engagemii.com/aeo/brands/admincolumns
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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