AI VISIBILITY SCOREAS OF 2026-07-31 · ENGAGEMII INDEX
3.9/ 10

▼ 1.1 since Jul 2026

#1,844,543 OF 2,704,447 IN TECHNOLOGY

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

OSSScan: Open Source License & Security Scanning

OSSScan: Open Source License & Security Scanning

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ossscan.com · Technology

Borderline visible. AI bots can crawl OSSScan: Open Source License & Security Scanning, 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

#1,844,543 of 2,704,447 in Technology for AI visibility

4

AEO Visibility

i

Near-invisible · 3.9/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

12

AI Adoption

i

Basic · 12/100

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About OSSScan: Open Source License & Security Scanning

from our crawl and measurement

OSSScan describes itself simply: "Open source license and CVE scanning that hands the triage to the AI coding agent you already use. Review conclusions, not hundreds of findings." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.7 out of 10.

Under the hood there is a sitemap and a readable heading structure and substantial page content, but the score is capped by what is missing: structured data describing the business, an llms.txt file.

Industry · Technology
Last scored · Jul 31, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Good

Clear headings and answer-style content.

Entity Clarity

Fair

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Good

Experience, Expertise, Authority, Trust markers.

Technical AEO

Good

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

AI Discoverability

Good

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.9/10, OSSScan: Open Source License & Security Scanning is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for OSSScan: Open Source License & Security Scanning: 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/ossscan

Cite this score: Engagemii (2026). "AEO Score for OSSScan: Open Source License & Security Scanning." Retrieved from https://engagemii.com/aeo/brands/ossscan

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

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