RRepoGEO

REPOGEO REPORT · LITE

symgraph/GhidrAssist

Default branch master · commit c436fcb5 · scanned 6/13/2026, 4:16:58 AM

GitHub: 669 stars · 56 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 symgraph/GhidrAssist, 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 be more descriptive

    Why:

    CURRENT
    # GhidrAssist
    COPY-PASTE FIX
    # GhidrAssist: AI-Powered LLM Plugin for Ghidra Reverse Engineering & Binary Analysis
  • mediumreadme#2
    Add a comparison section to the README

    Why:

    COPY-PASTE FIX
    Add a new section to the README, e.g., '## Comparison to Alternatives', detailing how GhidrAssist's 'Graph-RAG Knowledge System' and 'Semantic Knowledge Graph' differentiate it from other LLM integrations like Ghidra-GPT or IDA-GPT, especially regarding context-awareness, persistence, and advanced analysis features.
  • lowabout#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    Set the repository's homepage URL to `https://github.com/symgraph/GhidrAssist` (or a dedicated project page if one exists).

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 symgraph/GhidrAssist
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. ChatGPT · recommended 2×
  4. GPT-4 · recommended 2×
  5. Hex-Rays Decompiler · recommended 1×
  • CATEGORY QUERY
    How can AI assist with code explanation and understanding during binary analysis?
    you: not recommended
    AI recommended (in order):
    1. IDA Pro
    2. Hex-Rays Decompiler
    3. Ghidra
    4. Binja (Binary Ninja)
    5. ChatGPT
    6. GPT-4
    7. CodeQL
    8. Angr
    9. TensorFlow
    10. PyTorch

    AI recommended 10 alternatives but never named symgraph/GhidrAssist. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best LLM-powered tools for interactive reverse engineering and security insights?
    you: not recommended
    AI recommended (in order):
    1. Ghidra
    2. Ghidra-GPT
    3. Ghidra-Ninja
    4. IDA Pro
    5. IDA-GPT
    6. IDA-Ninja
    7. Binary Ninja
    8. Binja-GPT
    9. ChatGPT
    10. GPT-4
    11. Copilot for Security
    12. Pants

    AI recommended 12 alternatives but never named symgraph/GhidrAssist. 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 symgraph/GhidrAssist?
    pass
    AI named symgraph/GhidrAssist explicitly

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

  • If a team adopts symgraph/GhidrAssist in production, what risks or prerequisites should they evaluate first?
    pass
    AI named symgraph/GhidrAssist 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 symgraph/GhidrAssist solve, and who is the primary audience?
    pass
    AI named symgraph/GhidrAssist 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 symgraph/GhidrAssist. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
<a href="https://repogeo.com/en/r/symgraph/GhidrAssist"><img src="https://repogeo.com/badge/symgraph/GhidrAssist.svg" alt="RepoGEO" /></a>
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symgraph/GhidrAssist — 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