RRepoGEO

REPOGEO REPORT · LITE

BetaStreetOmnis/xhs_ai_publisher

Default branch main · commit 88cdafb0 · scanned 5/10/2026, 10:24:18 AM

GitHub: 1,957 stars · 288 forks

AI VISIBILITY SCORE
27 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
1 / 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 BetaStreetOmnis/xhs_ai_publisher, 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 project introduction to explicitly state it's a desktop application

    Why:

    CURRENT
    > **小红书AI发布助手** 是一个功能强大的自动化内容创作与发布工具，专为小红书平台的内容创作者设计。
    COPY-PASTE FIX
    > **小红书AI发布助手** 是一个功能强大的**AI驱动桌面应用**，专为小红书平台的内容创作者设计，提供自动化内容创作与发布工具。
  • hightopics#2
    Add topics that clarify the repo's nature as a desktop application and its specific use case

    Why:

    CURRENT
    ai, automation, fastapi, playwright, pyqt5, rednote, xiaohongshu
    COPY-PASTE FIX
    ai, automation, fastapi, playwright, pyqt5, rednote, xiaohongshu, desktop-app, social-media-automation, xiaohongshu-publisher, ai-content-creation
  • mediumabout#3
    Explicitly state 'desktop application' early in the repository description

    Why:

    CURRENT
    AI-powered Xiaohongshu/Rednote content creation and publishing tool with PyQt desktop UI, FastAPI service, login-state reuse, preview publish, and automated browser workflows.
    COPY-PASTE FIX
    AI-powered **desktop application** for Xiaohongshu/Rednote content creation and publishing, featuring a PyQt UI, FastAPI service, login-state reuse, preview publish, and automated browser workflows.

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 BetaStreetOmnis/xhs_ai_publisher
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Canva
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Canva · recommended 1×
  2. Buffer · recommended 1×
  3. Simplified · recommended 1×
  4. ContentStudio · recommended 1×
  5. Hootsuite · recommended 1×
  • CATEGORY QUERY
    How can I automate AI-generated content creation and scheduled publishing for visual social media platforms?
    you: not recommended
    AI recommended (in order):
    1. Canva
    2. Buffer
    3. Simplified
    4. ContentStudio
    5. Hootsuite
    6. ChatGPT
    7. Zapier
    8. Later
    9. Opus Clip
    10. Sprout Social

    AI recommended 10 alternatives but never named BetaStreetOmnis/xhs_ai_publisher. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a Python desktop application to automate content generation and browser-based social media posting.
    you: not recommended
    AI recommended (in order):
    1. Selenium
    2. PyQt
    3. PySide
    4. QtWebEngineWidgets
    5. Playwright
    6. Tkinter
    7. Click
    8. Argparse
    9. Streamlit
    10. PyAutoGUI
    11. Kivy
    12. OpenAI API
    13. GPT-3
    14. GPT-4
    15. Hugging Face Transformers
    16. Pillow
    17. Faker

    AI recommended 17 alternatives but never named BetaStreetOmnis/xhs_ai_publisher. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    pass

  • 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 BetaStreetOmnis/xhs_ai_publisher?
    pass
    AI did not name BetaStreetOmnis/xhs_ai_publisher — 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 BetaStreetOmnis/xhs_ai_publisher in production, what risks or prerequisites should they evaluate first?
    pass
    AI named BetaStreetOmnis/xhs_ai_publisher 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 BetaStreetOmnis/xhs_ai_publisher solve, and who is the primary audience?
    pass
    AI did not name BetaStreetOmnis/xhs_ai_publisher — 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?

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