RRepoGEO

REPOGEO REPORT · LITE

c3rb3ru5d3d53c/binlex

Default branch master · commit f02f270c · scanned 5/31/2026, 1:16:51 AM

GitHub: 587 stars · 60 forks

AI VISIBILITY SCORE
28 /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
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 c3rb3ru5d3d53c/binlex, 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 opening to highlight unique approach and use cases

    Why:

    CURRENT
    Binlex extracts instructions, basic blocks, and functions from binaries and emits searchable JSON traits for reverse engineering, hunting, and similarity workflows. It models binary structure with a genomics-inspired hierarchy: genomes (instructions, blocks, functions), chromosomes (wildcarded patterns), allele pairs (bytes), and genes (nibbles). That representation makes malware analysis and binary similarity more systematic by enabling pattern-level comparison, clustering, and signature generation across large sample sets.
    COPY-PASTE FIX
    Binlex is a novel framework for binary analysis that extracts unique 'genetic traits' from executables, enabling systematic code comparison, malware analysis, threat hunting, and signature generation. Its genomics-inspired approach provides granular, pattern-level insights, making it a powerful complement to tools like IDA Pro or Ghidra for advanced reverse engineering workflows, and a data-driven method for generating YARA-like signatures.
  • mediumhomepage#2
    Add homepage URL to About section

    Why:

    COPY-PASTE FIX
    https://[YOUR_PROJECT_HOMEPAGE_URL_HERE]
  • mediumreadme#3
    Add a 'Why Binlex?' or 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    ## Why Binlex? (or How Binlex Compares)
    
    Binlex offers a unique approach to binary analysis by focusing on 'genetic traits' for granular similarity detection and signature generation. Unlike general-purpose reverse engineering tools like IDA Pro or Ghidra, Binlex specializes in automated feature extraction and pattern-level comparison, making it ideal for large-scale malware analysis, threat hunting, and generating highly specific YARA rules. It complements these tools by providing a systematic, data-driven method for identifying relationships between binaries that might be missed by traditional diffing or signature-based approaches.

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 c3rb3ru5d3d53c/binlex
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
IDA Pro
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. IDA Pro · recommended 2×
  2. BinDiff · recommended 2×
  3. Ghidra · recommended 2×
  4. Unicorn Engine · recommended 2×
  5. YARA · recommended 2×
  • CATEGORY QUERY
    How to systematically compare binary code for malware analysis and threat hunting?
    you: not recommended
    AI recommended (in order):
    1. IDA Pro
    2. BinDiff
    3. Ghidra
    4. GhidraDiff
    5. Diaphora
    6. Radare2
    7. Cutter
    8. radiff2
    9. Capstone
    10. Unicorn Engine
    11. Binwalk
    12. YARA

    AI recommended 12 alternatives but never named c3rb3ru5d3d53c/binlex. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool to extract genetic traits from binaries for reverse engineering and signature generation?
    you: not recommended
    AI recommended (in order):
    1. IDA Pro
    2. Ghidra
    3. BinDiff
    4. Capstone Engine
    5. Unicorn Engine
    6. LIEF
    7. YARA

    AI recommended 7 alternatives but never named c3rb3ru5d3d53c/binlex. 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 c3rb3ru5d3d53c/binlex?
    pass
    AI did not name c3rb3ru5d3d53c/binlex — 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 c3rb3ru5d3d53c/binlex in production, what risks or prerequisites should they evaluate first?
    pass
    AI named c3rb3ru5d3d53c/binlex 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 c3rb3ru5d3d53c/binlex solve, and who is the primary audience?
    pass
    AI named c3rb3ru5d3d53c/binlex explicitly

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

Embed your GEO score

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MARKDOWN (README)
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c3rb3ru5d3d53c/binlex — 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