REPOGEO REPORT · LITE

lintsinghua/DeepAudit

Default branch v3.0.0 · commit 6a99a076 · scanned 6/23/2026, 1:46:26 AM

GitHub: 6,462 stars · 802 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE

35 /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

3 / 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 lintsinghua/DeepAudit, 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

Add a clear English introductory paragraph to the README

Why:

COPY-PASTE FIX

DeepAudit is the first open-source **multi-agent AI system** designed for **code vulnerability discovery** and **automated PoC verification**. It empowers anyone to deploy an AI hacker team for comprehensive security auditing, supporting private LLM deployment (Ollama) and one-click report generation. Make security affordable and auditing simple.

mediumtopics#2

Add specific topics for multi-agent systems and PoC verification

Why:

CURRENT

ai, bug-detection, code-audit, code-quality, code-review, developer-tools, devsecops, google-gemini, llm, react, sast, security-scanner, supabase, typescript, vite, vulnerability-scanner, xai

COPY-PASTE FIX

ai, bug-detection, code-audit, code-quality, code-review, developer-tools, devsecops, google-gemini, llm, react, sast, security-scanner, supabase, typescript, vite, vulnerability-scanner, xai, multi-agent-system, poc-verification, code-vulnerability, security-auditing

lowhomepage#3
Add a homepage URL to the repository's About section
Why:
COPY-PASTE FIX
```
https://deepwiki.com/lintsinghua/DeepAudit
```

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 lintsinghua/DeepAudit

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Snyk Code

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Snyk Code · recommended 1×
GitHub Advanced Security (CodeQL) · recommended 1×
Checkmarx SAST (CxSAST) · recommended 1×
SonarQube · recommended 1×
SonarCloud · recommended 1×

CATEGORY QUERY
Need an AI-powered tool to automatically detect security vulnerabilities in my source code.
you: not recommended
AI recommended (in order):
1. Snyk Code
2. GitHub Advanced Security (CodeQL)
3. Checkmarx SAST (CxSAST)
4. SonarQube
5. SonarCloud
6. SonarLint
7. Veracode Static Analysis
8. HCL AppScan Static Analyzer
9. DeepCode AI
AI recommended 9 alternatives but never named lintsinghua/DeepAudit. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What open-source solutions offer automated security auditing and PoC verification for code?
you: not recommended
AI recommended (in order):
1. OWASP ZAP (zaproxy/zaproxy)
2. Bandit (PyCQA/bandit)
3. Semgrep (returntocorp/semgrep)
4. Grype (anchore/grype)
5. TruffleHog (trufflesecurity/trufflehog)
6. Nuclei (projectdiscovery/nuclei)
7. Dependency-Track (DependencyTrack/dependency-track)
AI recommended 7 alternatives but never named lintsinghua/DeepAudit. 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 lintsinghua/DeepAudit?
pass
AI named lintsinghua/DeepAudit explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts lintsinghua/DeepAudit in production, what risks or prerequisites should they evaluate first?
pass
AI named lintsinghua/DeepAudit 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 lintsinghua/DeepAudit solve, and who is the primary audience?
pass
AI named lintsinghua/DeepAudit 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 lintsinghua/DeepAudit. 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/lintsinghua/DeepAudit.svg)](https://repogeo.com/en/r/lintsinghua/DeepAudit)

HTML

<a href="https://repogeo.com/en/r/lintsinghua/DeepAudit"><img src="https://repogeo.com/badge/lintsinghua/DeepAudit.svg" alt="RepoGEO" /></a>

Pro

Subscribe to Pro for deep diagnoses

lintsinghua/DeepAudit — 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