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AI Visibility Scorecard

Hypha

Name: Hypha - AI Visibility Score
Creator: Engagemii
Published: 2026-07-31T05:42:32.666Z
License: https://creativecommons.org/licenses/by/4.0/

Unclaimed

hypha.pub · Media & Entertainment

Borderline visible. AI bots can crawl Hypha, 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

#880,712 of 1,895,908 in Media & Entertainment for AI visibility

4.8

/10

AEO Score

About Hypha

from our crawl and measurement

Hypha describes itself simply: "ORM is Not.Nov 26, 2025·13 min readBack to FreeBSD: Part 2, JailsBefore we explore FreeBSD jails, it is worth refreshing our understanding of how Linux solved the same problem with LXC." 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 (Blog) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.

Industry · Media & Entertainment

Last scored · Jul 31, 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

Inbound links from other sites.

Domain Authority

Established authority for your domain.

Reference Presence

Not in AI knowledge graphs yet.

News & Press

No press coverage found yet.

Community

Forum and community discussion.

Social Mentions

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 4.8/10, Hypha 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→

Picked for Hypha: 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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Free signup unlocks the full article plus your personalized AEO fix list for Hypha.

Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/hypha-pub

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

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