RRepoGEO

REPOGEO REPORT · LITE

alexandreborges/malwoverview

Default branch master · commit 6691ddaf · scanned 6/23/2026, 8:31:41 AM

GitHub: 3,882 stars · 529 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
33 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 alexandreborges/malwoverview, 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 README's opening to clarify core function and broad integration

    Why:

    CURRENT
    The README starts with license text after the title and badges.
    COPY-PASTE FIX
    Malwoverview is a powerful first-response tool for threat hunting and incident response, aggregating intelligence from over 15 diverse sources including VirusTotal, Hybrid Analysis, URLHaus, and Malpedia. Unlike dedicated sandboxes, it provides a consolidated overview and supports LLM enrichment, IOC extraction, and YARA scanning, without submitting samples by default. It is designed for broad integration, not solely for Cuckoo Sandbox reports.
  • mediumtopics#2
    Enhance topics to reflect aggregation and orchestration role

    Why:

    CURRENT
    alienvault, cve, cve-search, cybersecurity, malpedia, malshare, malware, malware-analysis, malwarebazaar, threat-hunting, threatfox, threathunting, threatintelligence, triage, urlhaus, virustotal, vulnerability
    COPY-PASTE FIX
    alienvault, cve, cve-search, cybersecurity, malpedia, malshare, malware, malware-analysis, malwarebazaar, threat-hunting, threatfox, threathunting, threatintelligence, triage, urlhaus, virustotal, vulnerability, incident-response, threat-response, security-orchestration, multi-source-analysis, ioc-aggregation
  • lowreadme#3
    Add a dedicated 'Core Differentiator' section to README

    Why:

    COPY-PASTE FIX
    Add a new section to the README, e.g., `## Why Malwoverview Stands Out?` followed by text like: "Malwoverview distinguishes itself by offering a comprehensive, multi-source threat intelligence aggregation for first-response scenarios, without automatically submitting samples to external endpoints, thus respecting NDAs. Its unique blend of LLM enrichment, IOC extraction, and YARA scanning across a wide array of public and private feeds makes it an indispensable tool for rapid threat assessment and hunting."

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 alexandreborges/malwoverview
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
MISP/MISP
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. MISP/MISP · recommended 1×
  2. ThreatConnect · recommended 1×
  3. Anomali ThreatStream · recommended 1×
  4. EclecticIQ Platform · recommended 1×
  5. Recorded Future · recommended 1×
  • CATEGORY QUERY
    What tools aggregate threat intelligence from multiple sources for initial incident response?
    you: not recommended
    AI recommended (in order):
    1. MISP (MISP/MISP)
    2. ThreatConnect
    3. Anomali ThreatStream
    4. EclecticIQ Platform
    5. Recorded Future
    6. OpenCTI (OpenCTI-Platform/opencti)

    AI recommended 6 alternatives but never named alexandreborges/malwoverview. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a platform to perform malware analysis, IOC extraction, and YARA scanning across various feeds.
    you: not recommended
    AI recommended (in order):
    1. ANY.RUN
    2. Cuckoo Sandbox
    3. VirusTotal
    4. CAPE Sandbox
    5. MalwareBazaar
    6. Intezer Analyze

    AI recommended 6 alternatives but never named alexandreborges/malwoverview. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    pass

  • 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 alexandreborges/malwoverview?
    pass
    AI did not name alexandreborges/malwoverview — 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 alexandreborges/malwoverview in production, what risks or prerequisites should they evaluate first?
    pass
    AI named alexandreborges/malwoverview 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 alexandreborges/malwoverview solve, and who is the primary audience?
    pass
    AI named alexandreborges/malwoverview explicitly

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

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MARKDOWN (README)
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alexandreborges/malwoverview — 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