REPOGEO REPORT · LITE

BigPizzaV3/CodexPlusPlus

Default branch main · commit d8630d90 · scanned 6/25/2026, 10:56:49 AM

GitHub: 21,585 stars · 1,381 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

30 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

1 pass · 0 warn · 1 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 BigPizzaV3/CodexPlusPlus, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION

highlicense#1

Add a LICENSE file to the repository

Why:

COPY-PASTE FIX

Create a `LICENSE` file in the repository root with a standard open-source license (e.g., MIT, Apache-2.0, GPL-3.0) to clearly define usage terms.

highreadme#2

Reposition the README's opening to clearly state the project's purpose

Why:

CURRENT

# Codex++

<p align="center">
  
</p>

<p align="center">
  中文 | <a href="README_EN.md">English</a>
</p>

<p align="center">
  
  
  
  
  
</p>

Codex++ 是面向 Codex App 的外部增强启动器和管理工具。它不修改 Codex App 原始安装文件，而是通过外部 launcher 启动 Codex，并使用 Chromium DevTools Protocol 注入增强脚本.

COPY-PASTE FIX

# Codex++: An External Enhancement & Management Tool for Codex App

<p align="center">
  中文 | <a href="README_EN.md">English</a>
</p>

<p align="center">
  
  
  
  
  
</p>

Codex++ is an external enhancement launcher and management tool specifically designed for Codex App. It does not modify the original Codex App installation files but instead launches Codex via an external launcher and injects enhancement scripts using the Chromium DevTools Protocol. This tool aims to make Codex App better to use and more comfortable by adding features and improving user experience without altering the core application.

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 BigPizzaV3/CodexPlusPlus

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

electron/electron

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

electron/electron · recommended 1×
flutter/flutter · recommended 1×
Qt · recommended 1×
WPF (Windows Presentation Foundation) · recommended 1×
SwiftUI · recommended 1×

CATEGORY QUERY
How to improve user experience and add features to an existing desktop application?
you: not recommended
AI recommended (in order):
1. Electron (electron/electron)
2. Flutter (flutter/flutter)
3. Qt
4. WPF (Windows Presentation Foundation)
5. SwiftUI
6. AppKit
7. SQLite
8. Firebase
9. Google Analytics
10. Sentry (getsentry/sentry)
11. UserVoice
12. Intercom
AI recommended 12 alternatives but never named BigPizzaV3/CodexPlusPlus. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Tools for injecting custom scripts and managing enhancements into third-party desktop apps?
you: not recommended
AI recommended (in order):
1. AutoHotkey
2. Tampermonkey
3. Greenshot
4. SikuliX
5. PowerShell
6. AppleScript
7. Python
8. PyAutoGUI
9. PyWin32
AI recommended 9 alternatives but never named BigPizzaV3/CodexPlusPlus. This is the gap to close.
Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

Metadata completeness
fail
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 BigPizzaV3/CodexPlusPlus?
pass
AI named BigPizzaV3/CodexPlusPlus explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts BigPizzaV3/CodexPlusPlus in production, what risks or prerequisites should they evaluate first?
pass
AI named BigPizzaV3/CodexPlusPlus 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 BigPizzaV3/CodexPlusPlus solve, and who is the primary audience?
pass
AI named BigPizzaV3/CodexPlusPlus 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 BigPizzaV3/CodexPlusPlus. 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/BigPizzaV3/CodexPlusPlus.svg)](https://repogeo.com/en/r/BigPizzaV3/CodexPlusPlus)

HTML

<a href="https://repogeo.com/en/r/BigPizzaV3/CodexPlusPlus"><img src="https://repogeo.com/badge/BigPizzaV3/CodexPlusPlus.svg" alt="RepoGEO" /></a>

Pro

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BigPizzaV3/CodexPlusPlus — 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