#181,588 OF 2,700,957 IN TECHNOLOGY
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AI Visibility Scorecard
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 8 times
Meta AI · Claude · Apple Intelligence
#181,588 of 2,700,957 in Technology for AI visibility
6
AEO Visibility
iVisible · 6.1/10
90
Muse Index Score
iAI agent readiness
Transactable · 90/100
12
AI Adoption
iBasic · 12/100
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.
Our crawl found structured data on the page (Organization, SoftwareApplication, FAQPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
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.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
7
Forum and community discussion.
Social Mentions
0
No social discussion found yet.
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.
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Traditional pentests happen once a year, take weeks, and produce a PDF that's outdated by the time it's delivered.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
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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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