REPOGEO REPORT · LITE
shuvonsec/claude-bug-bounty
Default branch main · commit 5413144a · scanned 5/10/2026, 4:12:00 AM
GitHub: 2,031 stars · 360 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 shuvonsec/claude-bug-bounty, 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#1Clarify README's opening statement to emphasize "tool"
Why:
CURRENT### Find security vulnerabilities, get paid — with AI doing the heavy lifting *Your AI hunting partner that remembers past targets, spots vulnerabilities, and writes reports for you.*
COPY-PASTE FIX### An AI-powered bug bounty *tool* for terminal-based hunting *Your AI hunting partner that remembers past targets, spots vulnerabilities, and writes reports for you, all within Claude Code.*
- mediumtopics#2Add more specific AI agent/automation topics
Why:
CURRENTai-security, bug-bounty, bugcrowd, claude-ai, claude-code, ethical-hacking, hackerone, penetration-testing, recon, vulnerability-scanner
COPY-PASTE FIXai-security, bug-bounty, bugcrowd, claude-ai, claude-code, ethical-hacking, hackerone, penetration-testing, recon, vulnerability-scanner, ai-agent, ai-assistant, autonomous-security, security-automation, terminal-tool
- lowhomepage#3Add homepage URL to About section
Why:
COPY-PASTE FIXhttps://claude.ai/claude-code
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.
- Snyk · recommended 1×
- Veracode · recommended 1×
- Checkmarx One · recommended 1×
- Invicti · recommended 1×
- Tenable.io · recommended 1×
- CATEGORY QUERYWhat are the best AI tools for automating security vulnerability discovery and reporting?you: not recommendedAI recommended (in order):
- Snyk
- Veracode
- Checkmarx One
- Invicti
- Tenable.io
- Rapid7 InsightAppSec
- DeepFactor
AI recommended 7 alternatives but never named shuvonsec/claude-bug-bounty. This is the gap to close.
Show full AI answer
- CATEGORY QUERYLooking for terminal-based tools to streamline bug bounty reconnaissance and penetration testing workflow.you: not recommendedAI recommended (in order):
- Subfinder
- httpx
- Naabu
- Nuclei
- Amass
- dirsearch
- sqlmap
AI recommended 7 alternatives but never named shuvonsec/claude-bug-bounty. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesswarn
Suggestion:
- 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 shuvonsec/claude-bug-bounty?passAI did not name shuvonsec/claude-bug-bounty — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts shuvonsec/claude-bug-bounty in production, what risks or prerequisites should they evaluate first?passAI named shuvonsec/claude-bug-bounty 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 shuvonsec/claude-bug-bounty solve, and who is the primary audience?passAI did not name shuvonsec/claude-bug-bounty — likely talking about a different project
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 shuvonsec/claude-bug-bounty. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.
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shuvonsec/claude-bug-bounty — 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