RRepoGEO

REPOGEO REPORT · LITE

birdhan/SecurityProduct

Default branch master · commit 1d11f27d · scanned 5/21/2026, 1:29:04 AM

GitHub: 1,169 stars · 188 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
23 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 birdhan/SecurityProduct, 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 to clarify it's a collection, not a product

    Why:

    CURRENT
    ### 项目介绍
    
    搜集大量网络安全行业开源项目,这些开源项目,每一个都在致力于解决一些安全问题。
    COPY-PASTE FIX
    ### 项目介绍
    
    `birdhan/SecurityProduct` 是一个精心策划的开源安全项目集合,旨在汇集网络安全领域中各种解决特定安全问题的优秀工具和资源。本仓库本身不是一个安全产品,而是一个持续更新的精选列表,涵盖了从IDS、IPS、WAF到蜜罐等多种类别的开源解决方案。
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    security, open-source, cybersecurity, security-tools, ids, ips, waf, honeypot, data-security, threat-intelligence, vulnerability-management, asset-management, llm-security, security-collection, curated-list
  • highlicense#3
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with the text of a standard permissive license, such as the MIT License, to clarify the terms under which this collection of links and descriptions is provided. This will not affect the licenses of the individual projects listed within the collection.

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 birdhan/SecurityProduct
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitGuardian Internal Monitoring
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GitGuardian Internal Monitoring · recommended 1×
  2. Snyk Code · recommended 1×
  3. GitHub Advanced Security (GHAS) · recommended 1×
  4. TruffleHog · recommended 1×
  5. Gitleaks · recommended 1×
  • CATEGORY QUERY
    How to monitor GitHub repositories for sensitive data leaks and compliance issues?
    you: not recommended
    AI recommended (in order):
    1. GitGuardian Internal Monitoring
    2. Snyk Code
    3. GitHub Advanced Security (GHAS)
    4. TruffleHog
    5. Gitleaks
    6. Checkmarx SAST (CxSAST)

    AI recommended 6 alternatives but never named birdhan/SecurityProduct. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for open source solutions to prevent data loss and monitor network traffic.
    you: not recommended
    AI recommended (in order):
    1. Suricata (OISF/suricata)
    2. Zeek (zeek/zeek)
    3. OSSEC (ossec/ossec-hids)
    4. ntopng (ntop/ntopng)
    5. OpenVAS (greenbone/openvas)
    6. Snort (snort/snort3)

    AI recommended 6 alternatives but never named birdhan/SecurityProduct. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    fail

    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 birdhan/SecurityProduct?
    pass
    AI did not name birdhan/SecurityProduct — 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 birdhan/SecurityProduct in production, what risks or prerequisites should they evaluate first?
    pass
    AI named birdhan/SecurityProduct 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 birdhan/SecurityProduct solve, and who is the primary audience?
    pass
    AI named birdhan/SecurityProduct 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 birdhan/SecurityProduct. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
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HTML
<a href="https://repogeo.com/en/r/birdhan/SecurityProduct"><img src="https://repogeo.com/badge/birdhan/SecurityProduct.svg" alt="RepoGEO" /></a>
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birdhan/SecurityProduct — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite
birdhan/SecurityProduct — RepoGEO report