RRepoGEO

REPOGEO REPORT · LITE

dou-jiang/codex-console

Default branch main · commit 9c1b78f6 · scanned 6/29/2026, 3:57:17 AM

GitHub: 2,208 stars · 1,029 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 dou-jiang/codex-console, 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 README opening to clearly state OpenAI account management focus

    Why:

    CURRENT
    # Any Auto Register

# codex-console

基于 cnlimiter/codex-manager 持续修复和维护的增强版本。

这个版本的目标很直接：把近期 OpenAI 注册链路里那些“昨天还能跑，今天突然翻车”的坑补上，让注册、登录、拿 token、上传、任务调度、支付相关能力和打包运行都更稳一点。
    COPY-PASTE FIX
    # codex-console: 稳定可靠的 OpenAI 账号自动化管理控制台

**codex-console** 是一个集成化控制台项目，专注于提供稳定可靠的 **OpenAI 账号注册、登录、Token 获取及相关任务自动化解决方案**。本版本基于 cnlimiter/codex-manager 持续修复和维护，旨在解决近期 OpenAI 注册链路中频繁出现的兼容性问题，确保注册、登录、获取 token、上传、任务调度、支付相关能力和打包运行更加稳定。
  • hightopics#2
    Add specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    openai, automation, account-management, registration, login, token-acquisition, console, task-management, ai-tools
  • mediumabout#3
    Update repository description to highlight OpenAI focus

    Why:

    CURRENT
    codex-console 是一个集成化控制台项目，支持任务管理、批量处理、数据导出、自动上传、日志查看与打包支持。
    COPY-PASTE FIX
    codex-console 是一个集成化控制台项目，专注于解决 OpenAI 账号注册、登录、Token 获取等自动化问题，并支持任务管理、批量处理、数据导出、自动上传、日志查看与打包。

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 dou-jiang/codex-console
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
SeleniumHQ/selenium
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. SeleniumHQ/selenium · recommended 1×
  2. 2Captcha · recommended 1×
  3. Anti-CAPTCHA · recommended 1×
  4. microsoft/playwright · recommended 1×
  5. puppeteer/puppeteer · recommended 1×
  • CATEGORY QUERY
    How to automate OpenAI account registration, login, and token acquisition reliably?
    you: not recommended
    AI recommended (in order):
    1. Selenium WebDriver (SeleniumHQ/selenium)
    2. 2Captcha
    3. Anti-CAPTCHA
    4. Playwright (microsoft/playwright)
    5. Puppeteer (puppeteer/puppeteer)
    6. Requests (psf/requests)
    7. BeautifulSoup (crummy/BeautifulSoup4)
    8. OpenAI Python Library (openai/openai-python)
    9. OpenAI Node.js Library (openai/openai-node)

    AI recommended 9 alternatives but never named dou-jiang/codex-console. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need a robust console for managing automated tasks and data flows with external services.
    you: not recommended
    AI recommended (in order):
    1. Apache Airflow
    2. Prefect
    3. Dagster
    4. Temporal
    5. Luigi
    6. Jenkins

    AI recommended 6 alternatives but never named dou-jiang/codex-console. 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 dou-jiang/codex-console?
    pass
    AI did not name dou-jiang/codex-console — 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 dou-jiang/codex-console in production, what risks or prerequisites should they evaluate first?
    pass
    AI named dou-jiang/codex-console 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 dou-jiang/codex-console solve, and who is the primary audience?
    pass
    AI named dou-jiang/codex-console explicitly

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

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dou-jiang/codex-console — 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