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AI Visibility Scorecard

CodeWall — AI Penetration Testing Platform

CodeWall — AI Penetration Testing Platform

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codewall.ai · Technology

Somewhat visible. AI bots can read CodeWall — AI Penetration Testing Platform, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 1 times

Claude

#209,145 of 2,808,083 in Technology for AI visibility

6.1

/10

AEO Score

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About CodeWall — AI Penetration Testing Platform

from our crawl and measurement

CodeWall AI Penetration Testing Platform is a business whose own site puts it this way: "AI penetration testing platform that autonomously maps attack surfaces, chains real exploits, and delivers verified proof-of-concept vulnerabilities." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: structured data describing the business, a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. What holds it back is credibility markers like credentials or reviews.

Away from its own site, people discuss it in places AI engines read. There is some, but not much, sign that only a handful of sites link to it and the domain is only lightly established. 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. Those are earned elsewhere on the web, not fixed on the site itself.

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

Industry · Technology
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

8

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

9

Clear headings and answer-style content.

Entity Clarity

7

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

7

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

AI Discoverability

9

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Trust

3

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

7

Forum and community discussion.

Reddit

0

No Reddit mentions 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 6.1/10, CodeWall — AI Penetration Testing Platform has a working base to build on - fixable, and the signals above are where to start.

Frequently Asked Questions

How is CodeWall different from a traditional penetration test?

Traditional pentests happen once a year, take weeks, and produce a PDF that's outdated by the time it's delivered. CodeWall runs continuously — so every new deployment, config change, or emerging threat is tested in real time. Our agents also chain findings across your entire stack, uncovering attack paths that point-in-time assessments consistently miss.

What kind of vulnerabilities does CodeWall find?

Our agents go beyond what scanners catch. They find logic flaws, chain vulnerabilities, broken authentication flows, and privilege escalation paths.

How does the autonomous agent work?

The agent maps your attack surface through active recon — subdomains, endpoints, APIs, exposed services. It then probes each target systematically, identifies vulnerabilities, chains findings, and attempts real exploitation to validate impact.

Is this safe to run against a production environment?

Our AI agents are designed with guardrails and customizable safeguards in place, allowing you to control how aggressive our agents are, their depth, and when to include a human-in-the-loop.

What types of targets can CodeWall test?

Web applications, AI chatbots, REST and GraphQL APIs, mobile app backends, MCP servers, cloud infrastructure, and internal tooling. If it has an attack surface, our agents can probe it.

Is this your brand?

The exact fixes for CodeWall — AI Penetration Testing Platform

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for CodeWall — AI Penetration Testing Platform: Tech & Electronics

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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/codewall-ai

Cite this score: Engagemii (2026). "AEO Score for CodeWall — AI Penetration Testing Platform." Retrieved from https://engagemii.com/aeo/brands/codewall-ai

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

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