RRepoGEO

REPOGEO REPORT · LITE

We5ter/Scanners-Box

Default branch master · commit f2fb781b · scanned 5/22/2026, 10:42:55 AM

GitHub: 8,904 stars · 2,427 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 We5ter/Scanners-Box, 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
    Move the "Introduction" section to the top of the README

    Why:

    CURRENT
    The current README starts with 'Donate with PayPal' and 'Sponsors' before the '## Introduction' section.
    COPY-PASTE FIX
    Rearrange the README to place the '## Introduction' section immediately after the language selection links, ensuring the project's identity as a 'curated arsenal' is the first thing users and AI see.
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with your chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0) to clarify usage terms.
  • mediumhomepage#3
    Add a homepage URL to the repository settings

    Why:

    COPY-PASTE FIX
    Add a relevant URL (e.g., a project website, documentation, or a more detailed GitHub Pages site) to the 'Homepage' field in the repository settings.

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 We5ter/Scanners-Box
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Metasploit Framework
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Metasploit Framework · recommended 1×
  2. Cobalt Strike · recommended 1×
  3. BloodHound · recommended 1×
  4. Impacket · recommended 1×
  5. CrackMapExec (CME) · recommended 1×
  • CATEGORY QUERY
    What are the best open-source toolkits for security automation and red team operations?
    you: not recommended
    AI recommended (in order):
    1. Metasploit Framework
    2. Cobalt Strike
    3. BloodHound
    4. Impacket
    5. CrackMapExec (CME)
    6. Responder
    7. Empire

    AI recommended 7 alternatives but never named We5ter/Scanners-Box. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for AI-powered tools to automate mobile and smart contract security analysis.
    you: not recommended
    AI recommended (in order):
    1. Slither (crytic/slither)
    2. Mythril (ConsenSys/mythril)
    3. QuillAudits
    4. CertiK
    5. MobSF (MobSF/Mobile-Security-Framework-MobSF)
    6. NowSecure Platform
    7. Checkmarx

    AI recommended 7 alternatives but never named We5ter/Scanners-Box. 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 We5ter/Scanners-Box?
    pass
    AI named We5ter/Scanners-Box explicitly

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

  • If a team adopts We5ter/Scanners-Box in production, what risks or prerequisites should they evaluate first?
    pass
    AI named We5ter/Scanners-Box 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 We5ter/Scanners-Box solve, and who is the primary audience?
    pass
    AI named We5ter/Scanners-Box 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 We5ter/Scanners-Box. 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)
[![RepoGEO](https://repogeo.com/badge/We5ter/Scanners-Box.svg)](https://repogeo.com/en/r/We5ter/Scanners-Box)
HTML
<a href="https://repogeo.com/en/r/We5ter/Scanners-Box"><img src="https://repogeo.com/badge/We5ter/Scanners-Box.svg" alt="RepoGEO" /></a>
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We5ter/Scanners-Box — 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