REPOGEO REPORT · LITE
alexandreborges/malwoverview
Default branch master · commit 6691ddaf · scanned 6/23/2026, 8:31:41 AM
GitHub: 3,882 stars · 529 forks
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.
2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).
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.
- highreadme#1Reposition README's opening to clarify core function and broad integration
Why:
CURRENTThe README starts with license text after the title and badges.
COPY-PASTE FIXMalwoverview 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#2Enhance topics to reflect aggregation and orchestration role
Why:
CURRENTalienvault, cve, cve-search, cybersecurity, malpedia, malshare, malware, malware-analysis, malwarebazaar, threat-hunting, threatfox, threathunting, threatintelligence, triage, urlhaus, virustotal, vulnerability
COPY-PASTE FIXalienvault, 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#3Add a dedicated 'Core Differentiator' section to README
Why:
COPY-PASTE FIXAdd 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.
- MISP/MISP · recommended 1×
- ThreatConnect · recommended 1×
- Anomali ThreatStream · recommended 1×
- EclecticIQ Platform · recommended 1×
- Recorded Future · recommended 1×
- CATEGORY QUERYWhat tools aggregate threat intelligence from multiple sources for initial incident response?you: not recommendedAI recommended (in order):
- MISP (MISP/MISP)
- ThreatConnect
- Anomali ThreatStream
- EclecticIQ Platform
- Recorded Future
- OpenCTI (OpenCTI-Platform/opencti)
AI recommended 6 alternatives but never named alexandreborges/malwoverview. This is the gap to close.
Show full AI answer
- CATEGORY QUERYSeeking a platform to perform malware analysis, IOC extraction, and YARA scanning across various feeds.you: not recommendedAI recommended (in order):
- ANY.RUN
- Cuckoo Sandbox
- VirusTotal
- CAPE Sandbox
- MalwareBazaar
- 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 completenesspass
- README presencepass
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?passAI 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?passAI 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?passAI named alexandreborges/malwoverview 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 alexandreborges/malwoverview. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.
[](https://repogeo.com/en/r/alexandreborges/malwoverview)<a href="https://repogeo.com/en/r/alexandreborges/malwoverview"><img src="https://repogeo.com/badge/alexandreborges/malwoverview.svg" alt="RepoGEO" /></a>Subscribe to Pro for deep diagnoses
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