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AI Visibility Scorecard

froglan

froglan

Unclaimed

froglan.com · Food & Beverage

Somewhat visible. AI bots can read froglan, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 2 times

Claude · Meta AI

#300,559 of 1,346,094 in Food & Beverage for AI visibility

5.1

/10

AEO Score

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About froglan

from our crawl and measurement

"Be sure to click on anything that looks like the button above, or a funny button, or even a photo or character like Ben below." That is how froglan introduces itself. Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.

Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.

Industry · Food & Beverage
Last scored · Aug 7, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

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

10

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

AI Discoverability

5

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

7

Inbound links from other sites.

Domain Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

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 5.1/10, froglan has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for froglan

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for froglan: Food & Beverage

Your Ingredient Label Has a Story. Is Anyone Telling It?

Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.

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Source & Attribution

Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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