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AI Visibility Scorecard

Roan Agriculture

Roan Agriculture

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roanag.com · Food & Beverage

At 1.9/10, Roan Agriculture 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.

Monitoring for AI engine activity

In the Engagemii AEO index

#1,309,295 of 1,354,263 in Food & Beverage for AI visibility

1.9

/10

AEO Score

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About Roan Agriculture

from our crawl and measurement

Roan Agriculture describes itself simply: "What if there was any easy way to add them back into your soil, to reap the benefits of increase drought and pest resistance, while boosting crop yields?Farmers are the...." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.6 out of 10.

Under the hood there is structured data on the page (WebSite, LocalBusiness) and a sitemap, but the score is capped by what is missing: an llms.txt file, a heading structure that lays out what it offers.

Industry · Food & Beverage
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

4

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

2

Clear headings and answer-style content.

Entity Clarity

4

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

5

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

AI Discoverability

1

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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 1.9/10, Roan Agriculture is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for Roan Agriculture

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Roan Agriculture: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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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/roanag

Cite this score: Engagemii (2026). "AEO Score for Roan Agriculture." Retrieved from https://engagemii.com/aeo/brands/roanag

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

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