RRepoGEO

REPOGEO REPORT · LITE

JusticeRage/Gepetto

Default branch main · commit 795a5493 · scanned 5/16/2026, 10:02:13 AM

GitHub: 3,425 stars · 329 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 JusticeRage/Gepetto, 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 H1 to clearly state purpose and category

    Why:

    CURRENT
    # Gepetto
    COPY-PASTE FIX
    # Gepetto: AI-Powered Reverse Engineering Assistant for IDA Pro
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/JusticeRage/Gepetto
  • mediumtopics#3
    Expand repository topics with more specific keywords

    Why:

    CURRENT
    gpt-5-api, ida-pro, openai, python, reverse-engineering
    COPY-PASTE FIX
    gpt-5-api, ida-pro, openai, python, reverse-engineering, binary-analysis, decompiler-plugin, llm-assistant, code-explanation, variable-renaming

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 JusticeRage/Gepetto
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. Ghidra · recommended 2×
  3. Hex-Rays Decompiler · recommended 1×
  4. BinDiff · recommended 1×
  5. Diaphora · recommended 1×
  • CATEGORY QUERY
    What AI-powered tools can help speed up reverse engineering and binary analysis workflows?
    you: not recommended
    AI recommended (in order):
    1. IDA Pro
    2. Hex-Rays Decompiler
    3. Ghidra
    4. BinDiff
    5. Diaphora
    6. Snyk Code
    7. MalwareBazaar
    8. TensorFlow
    9. PyTorch

    AI recommended 9 alternatives but never named JusticeRage/Gepetto. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a disassembler extension that uses language models to explain functions and rename variables.
    you: not recommended
    AI recommended (in order):
    1. IDA Pro
    2. IDAPython
    3. OpenAI's GPT-4
    4. Google's Gemini
    5. Ghidra
    6. GhidraDev
    7. Binary Ninja
    8. Radare2
    9. Cutter
    10. R2Pipe
    11. VS Code
    12. CodeGPT
    13. GitHub Copilot

    AI recommended 13 alternatives but never named JusticeRage/Gepetto. 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 JusticeRage/Gepetto?
    pass
    AI named JusticeRage/Gepetto explicitly

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

  • If a team adopts JusticeRage/Gepetto in production, what risks or prerequisites should they evaluate first?
    pass
    AI named JusticeRage/Gepetto 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 JusticeRage/Gepetto solve, and who is the primary audience?
    pass
    AI named JusticeRage/Gepetto explicitly

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

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JusticeRage/Gepetto — 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