RRepoGEO

REPOGEO REPORT · LITE

mrphrazer/reverser_ai

Default branch main · commit 1d572da7 · scanned 6/21/2026, 7:27:05 PM

GitHub: 1,098 stars · 81 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)

2 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 mrphrazer/reverser_ai, 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
    Clarify README's opening sentence with specific RE task

    Why:

    CURRENT
    _Provides automated reverse engineering assistance through the use of local large language models (LLMs) on consumer hardware._
    COPY-PASTE FIX
    _ReverserAI provides automated reverse engineering assistance, specifically for tasks like suggesting semantically meaningful function names from decompiler output, using local large language models (LLMs) on consumer hardware._
  • hightopics#2
    Add relevant topics to the repository

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    reverse-engineering, llm, local-llm, binary-ninja, decompiler, malware-analysis, security-research, ai-assistant, function-renaming
  • mediumhomepage#3
    Set the repository's homepage URL

    Why:

    COPY-PASTE FIX
    https://github.com/mrphrazer/reverser_ai

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 mrphrazer/reverser_ai
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 1 of 2 queries
COMPETITOR LEADERBOARD
  1. IDA Pro · recommended 1×
  2. NationalSecurityAgency/ghidra · recommended 1×
  3. Binary Ninja · recommended 1×
  4. radareorg/radare2 · recommended 1×
  5. rizinorg/cutter · recommended 1×
  • CATEGORY QUERY
    Looking for AI tools to assist with reverse engineering on consumer hardware, running locally.
    you: not recommended
    AI recommended (in order):
    1. IDA Pro
    2. Ghidra (NationalSecurityAgency/ghidra)
    3. Binary Ninja
    4. Radare2 (radareorg/radare2)
    5. Cutter (rizinorg/cutter)
    6. Angr (angr/angr)
    7. Capstone (capstone-engine/capstone)
    8. Unicorn Engine (unicorn-engine/unicorn)

    AI recommended 8 alternatives but never named mrphrazer/reverser_ai. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I use local large language models to automate decompiler output analysis?
    you: not recommended
    AI recommended (in order):
    1. Ollama
    2. LM Studio
    3. LocalAI
    4. Hugging Face Transformers
    5. bitsandbytes
    6. accelerate
    7. Llama.cpp

    AI recommended 7 alternatives but never named mrphrazer/reverser_ai. 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 mrphrazer/reverser_ai?
    pass
    AI named mrphrazer/reverser_ai explicitly

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

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

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

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mrphrazer/reverser_ai — 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