RRepoGEO

REPOGEO REPORT · LITE

dou-jiang/codex-console

Default branch main · commit 9c1b78f6 · scanned 5/17/2026, 10:41:56 PM

GitHub: 2,117 stars · 1,034 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 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

2 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 specify its core purpose for OpenAI account management

    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 账号注册与管理控制台

`codex-console` 是一个专注于解决 OpenAI 注册、登录、token 获取及相关任务（如上传、调度、支付）不稳定问题的集成化控制台。它基于 `cnlimiter/codex-manager` 持续修复和维护，旨在提供一个更稳健、更可靠的 OpenAI 账号生命周期管理方案。
  • mediumabout#2
    Clarify the 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 是一个专注于稳定 OpenAI 账号注册、登录、token 获取及相关任务（如上传、调度、支付）的集成化控制台，提供任务管理、批量处理、数据导出、日志查看等功能。

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
Apache Airflow
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Apache Airflow · recommended 1×
  2. Prefect · recommended 1×
  3. Dagster · recommended 1×
  4. Jenkins · recommended 1×
  5. Azure Data Factory · recommended 1×
  • CATEGORY QUERY
    Looking for an integrated console to manage automated tasks, batch processing, and data exports.
    you: not recommended
    AI recommended (in order):
    1. Apache Airflow
    2. Prefect
    3. Dagster
    4. Jenkins
    5. Azure Data Factory
    6. AWS Step Functions
    7. Luigi

    AI recommended 7 alternatives but never named dou-jiang/codex-console. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help stabilize external API interactions, manage uploads, and view operational logs?
    you: not recommended
    AI recommended (in order):
    1. Envoy Proxy (envoyproxy/envoy)
    2. Netflix Hystrix (Netflix/Hystrix)
    3. Resilience4j (resilience4j/resilience4j)
    4. Polly (App-vNext/Polly)
    5. go-circuitbreaker
    6. Kong Gateway (Kong/kong)
    7. Apigee
    8. Amazon S3
    9. Google Cloud Storage
    10. Azure Blob Storage
    11. Cloudinary
    12. Uploadcare
    13. tus.io
    14. Uppy's companion server (transloadit/uppy)
    15. Elastic Stack
    16. Elasticsearch (elastic/elasticsearch)
    17. Kibana (elastic/kibana)
    18. Logstash (elastic/logstash)
    19. Beats (elastic/beats)
    20. Datadog
    21. New Relic
    22. Splunk
    23. Grafana Loki (grafana/loki)
    24. Prometheus (prometheus/prometheus)
    25. Grafana (grafana/grafana)
    26. Sumo Logic
    27. Logz.io

    AI recommended 27 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 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?

  • 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