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AI Visibility Scorecard

Tetra

Tetra

Unclaimed

tetraframework.com · Technology

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

AI engines read this profile 2 times

Claude

#258,085 of 2,633,480 in Technology for AI visibility

5.9

/10

AEO Score

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About Tetra

from our crawl and measurement

"Alpha v0.9.1 Full stack reactive component framework for Django using Alpine.js Tetra is a new full stack component framework for Django, bridging the gap between your server logic and." That is how Tetra introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.

On the page it is passable on partial sitemap and link coverage. What holds it back is a heading structure that lays out what it offers, the technical files AI engines look for, such as llms.txt or an open robots.txt, structured data describing the business, a clearly stated business identity and credibility markers like credentials or reviews.

Away from its own site, other sites link to it and people discuss it in places AI engines read. There is some, but not much, sign that the domain is only lightly established and it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business and there is no press coverage to draw on.

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

Industry · Technology
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

3

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

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

4

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

AI Discoverability

6

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 Authority

3

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

6

Forum and community discussion.

Social Mentions

1

Social discussion and mentions.

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 5.9/10, Tetra has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Tetra

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Tetra: 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/tetraframework

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

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

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