RRepoGEO

REPOGEO REPORT · LITE

JusticeRage/Gepetto

Default branch main · commit 795a5493 · scanned 6/27/2026, 6:07:41 AM

GitHub: 3,436 stars · 331 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)

3 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 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 the README H1 to specify category and function

    Why:

    CURRENT
    # Gepetto
    COPY-PASTE FIX
    # Gepetto: LLM-powered IDA Pro Plugin for Reverse Engineering
  • mediumhomepage#2
    Add the GitHub repository URL as the homepage

    Why:

    COPY-PASTE FIX
    https://github.com/JusticeRage/Gepetto
  • mediumtopics#3
    Refine and expand repository topics for better categorization

    Why:

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

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
Ghidra
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Ghidra · recommended 2×
  2. Binary Ninja · recommended 2×
  3. IDA Pro · recommended 1×
  4. IDAPython · recommended 1×
  5. OpenAI API · recommended 1×
  • CATEGORY QUERY
    How to use large language models for automated function analysis in binary reverse engineering?
    you: not recommended
    AI recommended (in order):
    1. IDA Pro
    2. IDAPython
    3. OpenAI API
    4. Anthropic API
    5. Ollama
    6. LM Studio
    7. Ghidra
    8. Binary Ninja
    9. Radare2
    10. Cutter
    11. R2pipe
    12. Capstone
    13. Keystone
    14. LIEF

    AI recommended 14 alternatives but never named JusticeRage/Gepetto. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Python tools that leverage AI to explain compiled code and rename variables during analysis?
    you: not recommended
    AI recommended (in order):
    1. Hex-Rays IDA Pro
    2. Ghidra
    3. Binary Ninja
    4. angr
    5. Radare2/Cutter

    AI recommended 5 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