REPOGEO REPORT · LITE

Fadi002/de4py

Default branch main · commit 01c46d8e · scanned 6/10/2026, 4:57:11 AM

GitHub: 984 stars · 96 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

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 Fadi002/de4py, 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's core purpose statement

Why:

CURRENT

# de4py

> ⚠️ **de4py is FREE & OPEN SOURCE (CC BY-NC 4.0).**
> **Any paid versions sold elsewhere or commercial use are NOT permitted.**
> **If you paid for de4py, you were misled.**

De4py is an advanced Python deobfuscator with a beautiful UI (PySide6) and a robust set of features for malware analysts and reverse engineers.

COPY-PASTE FIX

# de4py

De4py is an advanced Python deobfuscator with a beautiful UI (PySide6) and a robust set of features for malware analysts and reverse engineers. It supports both automatic deobfuscation of common packers and manual analysis tools.

> ⚠️ **de4py is FREE & OPEN SOURCE (CC BY-NC 4.0).**
> **Any paid versions sold elsewhere or commercial use are NOT permitted.**
> **If you paid for de4py, you were misled.**

mediumhomepage#2
Add a homepage URL to the repository metadata
Why:
COPY-PASTE FIX
```
https://github.com/Fadi002/de4py
```

mediumlicense#3

Clarify the existing license in the README

Why:

CURRENT

The README mentions 'CC BY-NC 4.0' in a warning, but doesn't explicitly state the full licensing terms or where to find them.

COPY-PASTE FIX

Add a dedicated 'License' section to the README, stating: 'This project is licensed under the Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0). See the [LICENSE](LICENSE) file for full details.'

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 Fadi002/de4py

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

IDA Pro

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

IDA Pro · recommended 2×
Uncompyle6 · recommended 1×
Pycdc · recommended 1×
PyInstaller Extractor · recommended 1×
dis module · recommended 1×

CATEGORY QUERY
How can I deobfuscate Python scripts for security analysis or reverse engineering?
you: not recommended
AI recommended (in order):
1. Uncompyle6
2. Pycdc
3. PyInstaller Extractor
4. dis module
5. IDA Pro
6. Ghidra
7. PDB
8. PyCharm Debugger
9. WinDbg
10. VS Code
11. Sublime Text
12. HxD
13. 010 Editor
AI recommended 13 alternatives but never named Fadi002/de4py. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Seeking AI-powered tools to analyze and reverse engineer complex obfuscated Python malware.
you: not recommended
AI recommended (in order):
1. IDA Pro
2. Ghidra (NationalSecurityAgency/ghidra)
3. MalwareBazaar
4. Cuckoo Sandbox (cuckoosandbox/cuckoo)
5. Hybrid Analysis
6. scikit-learn (scikit-learn/scikit-learn)
7. TensorFlow (tensorflow/tensorflow)
8. PyTorch (pytorch/pytorch)
9. Angr (angr/angr)
AI recommended 9 alternatives but never named Fadi002/de4py. 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 Fadi002/de4py?
pass
AI did not name Fadi002/de4py — 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 Fadi002/de4py in production, what risks or prerequisites should they evaluate first?
pass
AI named Fadi002/de4py 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 Fadi002/de4py solve, and who is the primary audience?
pass
AI named Fadi002/de4py 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 Fadi002/de4py. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/Fadi002/de4py.svg)](https://repogeo.com/en/r/Fadi002/de4py)

HTML

<a href="https://repogeo.com/en/r/Fadi002/de4py"><img src="https://repogeo.com/badge/Fadi002/de4py.svg" alt="RepoGEO" /></a>

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Fadi002/de4py — 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