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AI Visibility Scorecard

Open Source Software Directory

Open Source Software Directory

Unclaimed

opensourcesoftwaredirectory.com · Technology

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

AI engines read this profile 3 times

Claude · ChatGPT · Meta AI

#265,040 of 2,639,892 in Technology for AI visibility

5.9

/10

AEO Score

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About Open Source Software Directory

from our crawl and measurement

Open Source Software Directory describes itself simply: "Last added NFTBan31 July 2026NFTBan is an open-source Linux intrusion prevention and firewall management platform designed for servers, hosting environments, and infrastructure operators." Its AI visibility score is 5.9 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on sitemaps and entity links AI can follow. It is passable on a workable page structure and basic crawler access. What holds it back is a clearly stated business identity, structured data describing the business and credibility markers like credentials or reviews.

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 once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.

Industry · Technology
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

3

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

5

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

AI Discoverability

7

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

10

Inbound links from other sites.

Domain Authority

4

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

2

Forum and community discussion.

Social Mentions

0

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

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The exact fixes for Open Source Software Directory

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Weekly ChatGPT & Claude citation tracking

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Picked for Open Source Software Directory: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Open Source Software Directory." Retrieved from https://engagemii.com/aeo/brands/opensourcesoftwaredirectory

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

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