RRepoGEO

REPOGEO REPORT · LITE

wikiZ/RedGuard

Default branch main · commit 588f3fae · scanned 5/10/2026, 3:37:25 PM

GitHub: 1,567 stars · 213 forks

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 wikiZ/RedGuard, 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
  • hightopics#1
    Add specific topics for C2 flow control and red teaming

    Why:

    COPY-PASTE FIX
    c2, red-team, flow-control, evasion, blue-team-evasion, edr-bypass, av-bypass, offensive-security, traffic-obfuscation, command-and-control
  • highabout#2
    Refine the repository's 'About' description

    Why:

    CURRENT
    RedGuard is a C2 front flow control tool,Can avoid Blue Teams,AVs,EDRs check.
    COPY-PASTE FIX
    RedGuard is an offensive security C2 front flow control tool designed to evade Blue Teams, AVs, and EDRs by managing and obfuscating C2 traffic.
  • mediumreadme#3
    Add a concise, direct summary statement immediately after the H1

    Why:

    COPY-PASTE FIX
    (Insert this line after the H1, before 'English | 中文文档'):
A C2 front flow control tool for red team operations, designed to evade Blue Teams, AVs, EDRs, and cyberspace search engines.

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 wikiZ/RedGuard
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Amazon CloudFront
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Amazon CloudFront · recommended 1×
  2. Google Cloud CDN · recommended 1×
  3. Azure Front Door · recommended 1×
  4. Cobalt Strike · recommended 1×
  5. Mythic · recommended 1×
  • CATEGORY QUERY
    How can I hide C2 communication channels from blue team and EDR detection?
    you: not recommended
    AI recommended (in order):
    1. Amazon CloudFront
    2. Google Cloud CDN
    3. Azure Front Door
    4. Cobalt Strike
    5. Mythic
    6. Nginx
    7. Apache
    8. Cloudflare
    9. AWS CloudFront
    10. dnscat2
    11. iodine
    12. PoshC2
    13. Slack
    14. Discord
    15. Telegram
    16. GitHub
    17. Slackor
    18. DiscordC2
    19. Telegram-C2
    20. Metasploit Framework
    21. Nishang
    22. Invoke-PowerShellTcpOneLine
    23. Invoke-PowerShellUdp
    24. StegHide
    25. Invoke-Steganography
    26. F5-stego
    27. ptunnel
    28. icmpsh

    AI recommended 28 alternatives but never named wikiZ/RedGuard. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help control C2 front traffic to avoid security analysis and attribution?
    you: not recommended
    AI recommended (in order):
    1. Apache mod_rewrite
    2. Nginx rewrite module
    3. HAProxy (haproxy/haproxy)
    4. Cloudflare Workers
    5. AWS Lambda@Edge
    6. Google Cloud Functions
    7. Varnish Cache (varnishcache/varnish-cache)
    8. Snort (snort3/snort3)
    9. Suricata (OISF/suricata)
    10. Caddy (caddyserver/caddy)

    AI recommended 10 alternatives but never named wikiZ/RedGuard. 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 wikiZ/RedGuard?
    pass
    AI named wikiZ/RedGuard explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts wikiZ/RedGuard in production, what risks or prerequisites should they evaluate first?
    pass
    AI named wikiZ/RedGuard 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 wikiZ/RedGuard solve, and who is the primary audience?
    pass
    AI named wikiZ/RedGuard 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 wikiZ/RedGuard. 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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MARKDOWN (README)
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HTML
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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite