RRepoGEO

REPOGEO REPORT · LITE

BetaStreetOmnis/xhs_ai_publisher

Default branch main · commit 88cdafb0 · scanned 6/20/2026, 9:02:43 AM

GitHub: 1,988 stars · 297 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
33 /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
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 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
    Elevate the core definition to the top of the README

    Why:

    CURRENT
    The core definition is currently under '📖 项目简介' (Project Intro) section, not immediately after the H1.
    COPY-PASTE FIX
    Add the following sentence immediately after the main title/subtitle block: 'BetaStreetOmnis/xhs_ai_publisher is an AI-powered Xiaohongshu/Rednote content creation and publishing desktop application with a PyQt UI, FastAPI service, and automated browser workflows.'
  • hightopics#2
    Add specific topics for 'desktop application' and 'social media tool'

    Why:

    CURRENT
    ai, automation, fastapi, playwright, pyqt5, rednote, xiaohongshu
    COPY-PASTE FIX
    ai, automation, fastapi, playwright, pyqt5, rednote, xiaohongshu, desktop-app, social-media-automation, content-creation-tool, publishing-tool
  • mediumreadme#3
    Add a 'Why Choose This?' section to highlight unique value

    Why:

    COPY-PASTE FIX
    Add a new section titled 'Why Choose BetaStreetOmnis/xhs_ai_publisher?' (or similar) that explicitly outlines its unique advantages over generic AI tools or manual processes, such as its dedicated Xiaohongshu focus, integrated desktop UI, and full automation workflow.

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
ByteDance's Doubao (豆包)
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ByteDance's Doubao (豆包) · recommended 1×
  2. Baidu Wenxin Yiyan (文心一言) · recommended 1×
  3. Kuaishou's Kuaiying (快影) / Kuaishou AI (快手AI) · recommended 1×
  4. ChatGPT · recommended 1×
  5. Midjourney · recommended 1×
  • CATEGORY QUERY
    How to automate content creation and scheduled publishing for Xiaohongshu using AI tools?
    you: not recommended
    AI recommended (in order):
    1. ByteDance's Doubao (豆包)
    2. Baidu Wenxin Yiyan (文心一言)
    3. Kuaishou's Kuaiying (快影) / Kuaishou AI (快手AI)
    4. ChatGPT
    5. Midjourney
    6. Stable Diffusion
    7. WeChat Official Account Platform
    8. Xiaohongshu's Official Creator Platform / Business Account Features

    AI recommended 8 alternatives but never named BetaStreetOmnis/xhs_ai_publisher. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a Python-based desktop application to automate social media content and posting with AI.
    you: not recommended
    AI recommended (in order):
    1. Streamlit
    2. OpenAI API
    3. Hugging Face Transformers
    4. Electron
    5. PyInstaller
    6. requests
    7. Facebook Graph API
    8. Twitter API v2
    9. LinkedIn API
    10. openai
    11. transformers
    12. PyQt
    13. PySide6
    14. Qt Designer
    15. Kivy
    16. Django
    17. Flask
    18. Gradio
    19. Flet

    AI recommended 19 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 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?

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BetaStreetOmnis/xhs_ai_publisher — 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