REPOGEO REPORT · LITE

elementalsouls/Claude-BugHunter

Default branch main · commit 4fe1c60a · scanned 6/4/2026, 5:16:30 AM

GitHub: 1,622 stars · 244 forks

AI VISIBILITY SCORE

28 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

1 pass · 1 warn · 0 fail

Objective metadata checks

AI knows your name

2 / 3

Direct prompts that named your repo

HOW TO READ THIS REPORT

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 elementalsouls/Claude-BugHunter, 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.

OVERALL DIRECTION

highreadme#1

Reposition the README's opening sentence to clarify Claude's role

Why:

CURRENT

> A self-contained Claude skill bundle for bug hunting and external red-team work · **51 skills** · 15 slash commands · **681 disclosed-report patterns** across 24 vulnerability classes · enterprise identity + infrastructure attack matrices · engagement-folder scaffolding · Burp MCP integration · battle-tested across authorized red-team and bug-hunting engagements, plus public training platforms (DVWA, OWASP Juice Shop, Hacker101, testphp.vulnweb.com).

COPY-PASTE FIX

> This self-contained skill bundle transforms Claude into a senior bug-hunting researcher or red-team operator, equipped with 51 skills, 15 slash commands, and 681 disclosed-report patterns across 24 vulnerability classes for external security engagements.

mediumhomepage#2
Add a homepage URL to the repository metadata
Why:
COPY-PASTE FIX
```
https://elementalsouls.github.io/Claude-BugHunter-Docs
```

lowreadme#3

Clarify the repository's license(s) in the README

Why:

COPY-PASTE FIX

## License
This project includes a custom license file. Please refer to the [LICENSE](LICENSE) file for specific terms and conditions.

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.

Recall

0 / 2

0% of queries surface elementalsouls/Claude-BugHunter

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Burp Suite Professional

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Burp Suite Professional · recommended 2×
Nuclei · recommended 2×
OpenAI GPT-4 · recommended 1×
ChatGPT Enterprise · recommended 1×
GitHub Copilot Enterprise · recommended 1×

CATEGORY QUERY
How can AI assist with identifying vulnerabilities during penetration testing engagements?
you: not recommended
AI recommended (in order):
1. OpenAI GPT-4
2. ChatGPT Enterprise
3. GitHub Copilot Enterprise
4. CodeQL
5. OWASP ZAP
6. Burp Suite Enterprise Edition
7. Burp Suite Professional
8. DeepCode AI
9. Snyk Code
10. Prowler
11. ScoutSuite
12. Nuclei
AI recommended 12 alternatives but never named elementalsouls/Claude-BugHunter. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What tools help automate or enhance bug bounty reconnaissance and vulnerability discovery?
you: not recommended
AI recommended (in order):
1. Nuclei
2. Subfinder
3. Amass
4. findomain
5. httpx
6. Naabu
7. Burp Suite Professional
8. Active Scan++
9. Param Miner
10. dirsearch
11. ffuf
12. Shodan
13. Censys
AI recommended 13 alternatives but never named elementalsouls/Claude-BugHunter. This is the gap to close.
Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

Metadata completeness
warn
Suggestion:
README presence
pass

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 elementalsouls/Claude-BugHunter?
pass
AI did not name elementalsouls/Claude-BugHunter — 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 elementalsouls/Claude-BugHunter in production, what risks or prerequisites should they evaluate first?
pass
AI named elementalsouls/Claude-BugHunter 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 elementalsouls/Claude-BugHunter solve, and who is the primary audience?
pass
AI named elementalsouls/Claude-BugHunter 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 elementalsouls/Claude-BugHunter. 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

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/elementalsouls/Claude-BugHunter.svg)](https://repogeo.com/en/r/elementalsouls/Claude-BugHunter)

HTML

<a href="https://repogeo.com/en/r/elementalsouls/Claude-BugHunter"><img src="https://repogeo.com/badge/elementalsouls/Claude-BugHunter.svg" alt="RepoGEO" /></a>

Pro

Subscribe to Pro for deep diagnoses

elementalsouls/Claude-BugHunter — 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