AI visibility score
5.0/ 10Fair

#363,325 of 2,704,471 in Technology

As of 2026-09-08 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Eggheads

Eggheads

Unclaimed

docs.eggheads.org · Technology

Borderline visible. AI bots can crawl Eggheads, 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 1 times

Claude

#363,325 of 2,704,471 in Technology for AI visibility

76

AI Naming Predictability

i

Named occasionally · 76/100

Technology average 28

Top 4% of Technology

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5

AEO Visibility

i

Borderline · 5/10

Technology average 4.4

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-

Network Authority

i

Not connected yet

Technology average 0.0

0 relationships · Technology average 4

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0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

Technology average 17

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?

AI Adoption

i

None detected · -/100

Technology average 2

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About Eggheads

from docs.eggheads.org

Eggdrop, an open source IRC bot — Eggdrop 1.10.2 documentation - Eggdrop, an open source IRC bot¶

Company ·
Eggheads
Industry ·
Technology
Site status ·
Live (The website showed an active business site when last checked (Nov 1, 2026).)
Last scored ·
Sep 8, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Weak

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Fair

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

AI Discoverability

Fair

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Strong

Inbound links from other sites.

Domain Authority

Fair

Established authority for your domain.

Reference Presence

Strong

Recognized in AI knowledge graphs.

News & Press

Weak

No press coverage found yet.

Community

Weak

No community discussion yet.

Social Mentions

Weak

No social discussion found yet.

What this score means

Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 5/10, Eggheads is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

How to get Eggdrop¶?

The Eggdrop project source code is hosted at https://github.com/eggheads/eggdrop. You can clone it via git, or alternatively a copy of the current stable snapshot is located at https://geteggdrop.com. Additional information can be found on the official Eggdrop webpage at https://www.eggheads.org. For more information, see Installing Eggdrop

How to install Eggdrop¶?

Installation Pre-requisites¶ Eggdrop requires Tcl (and its development header files) to be present on the system it is compiled on. It is also strongly encouraged to install openssl (and its development header files) to enable TLS-protected network communication. Installation¶ A guide to quickly installing Eggdrop can be found here.

Where to find more help¶?

The Eggheads development team can be found lurking on #eggdrop on the Libera network (irc.libera.chat).

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Picked for Eggheads: How-To

How to Get Your Company Named by ChatGPT, Gemini, and Claude

When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.

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Source & Attribution

Scored by Engagemii on September 8, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/docs-eggheads-org

Cite this score: Engagemii (2026). "AEO Score for Eggheads." Retrieved from https://engagemii.com/aeo/brands/docs-eggheads-org

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

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