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AI Visibility Scorecard

Calderwell Nutrition Group, LLC

Name: Calderwell Nutrition Group, LLC - AI Visibility Score
Creator: Engagemii
Published: 2026-08-09T21:57:05.822Z
License: https://creativecommons.org/licenses/by/4.0/

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⚠ Identity mismatch

leanburnlab.com · E-commerce

Borderline visible. AI bots can crawl Calderwell Nutrition Group, LLC, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.

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Monitoring for AI engine activity

In the Engagemii AEO index

#248,098 of 539,028 in E-commerce for AI visibility

4.6

/10

AEO Score

About Calderwell Nutrition Group, LLC

from our crawl and measurement

"Liquid thermogenic dietary supplement in a 2 fl oz dropper bottle, taken as one to two dropperfuls each morning for daily metabolic and appetite support." That is how LeanBurn Drops Official Website of Cincinnati, OH introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.

Our crawl found structured data on the page (WebSite, Organization, Brand), an llms.txt file for AI models and a sitemap.

Industry · E-commerce

Last scored · Aug 9, 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

No inbound links found yet.

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 4.6/10, Calderwell Nutrition Group, LLC is crawlable but under-signaled - fixable, and the signals above are where to start.

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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→

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Source & Attribution

Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Calderwell Nutrition Group, LLC." Retrieved from https://engagemii.com/aeo/brands/leanburnlab

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