REPOGEO REPORT · LITE
Commando-X/vuln-bank
Default branch main · commit c25af713 · scanned 6/4/2026, 4:18:23 AM
GitHub: 741 stars · 275 forks
Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface Commando-X/vuln-bank, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.
Action plan — copy-paste fixes
3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.
- highreadme#1Reposition README opening to emphasize single app and AI/LLM focus
Why:
CURRENT# Vulnerable Bank Application 🏦 A deliberately vulnerable web application for practicing application security testing of Web, APIs and LLMs, secure code review and implementing security in CI/CD pipelines.
COPY-PASTE FIX# Vulnerable Bank Application 🏦 A **single, deliberately vulnerable banking application** designed for practicing application security testing of Web, APIs, **and especially AI/LLM-integrated apps**, secure code review, and implementing security in CI/CD pipelines.
- mediumabout#2Enhance 'About' description to highlight AI/LLM integration
Why:
CURRENTA deliberately vulnerable banking application designed for practicing Security Testing of Web App, APIs, AI integrated App and secure code reviews. Features common vulnerabilities found in real-world applications, making it an ideal platform for security professionals, developers, and enthusiasts to learn pentesting and secure coding practices.
COPY-PASTE FIXA deliberately vulnerable banking application designed for practicing Security Testing of Web App, APIs, and **AI-integrated applications (LLMs)**. It features common vulnerabilities found in real-world applications, making it an ideal platform for security professionals, developers, and enthusiasts to learn pentesting and secure coding practices, **including AI security**.
- lowreadme#3Add a 'Comparison with Alternatives' section to README
Why:
COPY-PASTE FIX## Comparison with Alternatives While projects like OWASP Juice Shop and DVWA are excellent for general web application security testing, Vuln-Bank differentiates itself by focusing on a **single, realistic banking application scenario** and uniquely integrating **AI/LLM vulnerabilities** alongside traditional web and API flaws. This provides a more integrated and modern learning experience, especially for those interested in AI security.
Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash
Category visibility — the real GEO test
Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?
Same questions for every model — switch tabs to compare answers and rankings.
- OWASP Juice Shop · recommended 2×
- OWASP WebGoat · recommended 1×
- OWASP Broken Web Applications Project · recommended 1×
- Damn Vulnerable Web Application (DVWA) · recommended 1×
- Mutillidae II · recommended 1×
- CATEGORY QUERYWhere can I find a deliberately vulnerable application to practice web and API security testing?you: not recommendedAI recommended (in order):
- OWASP Juice Shop
- OWASP WebGoat
- OWASP Broken Web Applications Project
- Damn Vulnerable Web Application (DVWA)
- Mutillidae II
- Vulnerable REST API (VAPI)
- PortSwigger Web Security Academy Labs
AI recommended 7 alternatives but never named Commando-X/vuln-bank. This is the gap to close.
Show full AI answer
- CATEGORY QUERYWhat are good intentionally vulnerable applications for learning AI security and secure code review?you: not recommendedAI recommended (in order):
- OWASP Top 10 for Large Language Model Applications (LLM Top 10)
- OWASP Juice Shop
- DVWA (Damn Vulnerable Web Application)
- PromptInject
- Garak
- Hugging Face Transformers
- TensorFlow
- PyTorch
AI recommended 8 alternatives but never named Commando-X/vuln-bank. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesspass
- README presencepass
Self-mention check
Does AI even know your repo exists when asked about it directly?
- Compared to common alternatives in this category, what is the core differentiator of Commando-X/vuln-bank?passAI named Commando-X/vuln-bank explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts Commando-X/vuln-bank in production, what risks or prerequisites should they evaluate first?passAI named Commando-X/vuln-bank explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- In one sentence, what problem does the repo Commando-X/vuln-bank solve, and who is the primary audience?passAI named Commando-X/vuln-bank explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
Embed your GEO score
Drop this badge into the README of Commando-X/vuln-bank. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.
Live preview[](https://repogeo.com/en/r/Commando-X/vuln-bank)<a href="https://repogeo.com/en/r/Commando-X/vuln-bank"><img src="https://repogeo.com/badge/Commando-X/vuln-bank.svg" alt="RepoGEO" /></a>Subscribe to Pro for deep diagnoses
Commando-X/vuln-bank — Lite scans stay free; this card itemizes Pro deep limits vs Lite.
- Deep reports10 / month
- Brand-free category queries5 vs 2 in Lite
- Prioritized action items8 vs 3 in Lite