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AI Visibility Scorecard

frog orbits

frog orbits

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frogorbits.com · Media & Entertainment

Borderline visible. AI bots can crawl frog orbits, 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.

AI engines read this profile 2 times

Claude

#1,125,638 of 1,865,789 in Media & Entertainment for AI visibility

4.4

/10

AEO Score

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About frog orbits

from our crawl and measurement

"frog orbits tomorrow’s technology yesterday Ever since I shoved all the Quikscript stuff off to quikscript.net, there are only two things here: a pile of opinions about Web and computer." That is how frog orbits introduces itself. When AI engines look at it, they find little to work with. It scores 4.4 out of 10.

The page falls short on structured data describing the business, a heading structure that lays out what it offers, a clearly stated business identity, credibility markers like credentials or reviews, the technical files AI engines look for, such as llms.txt or an open robots.txt and sitemaps and entity links AI can follow.

Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established and there is little discussion of it. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 36 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Media & Entertainment
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

2

Clear headings and answer-style content.

Entity Clarity

1

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

1

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

9

Inbound links from other sites.

Domain Trust

4

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

1

Forum and community discussion.

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 4.4/10, frog orbits is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for frog orbits

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for frog orbits: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.

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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/frogorbits

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

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

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