REPOGEO REPORT · LITE

white0dew/XiaohongshuSkills

Default branch main · commit 988fd2ef · scanned 6/21/2026, 4:12:42 AM

GitHub: 3,050 stars · 321 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

22 /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

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 white0dew/XiaohongshuSkills, 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

hightopics#1

Add specific topics to improve categorization

Why:

COPY-PASTE FIX

xiaohongshu, automation, web-scraping, python, cdp, social-media-marketing, content-publishing, data-extraction

highreadme#2

Reposition README H1 to clearly state its purpose and target platform

Why:

CURRENT

# RedBookSkills

自动发布内容到小红书（Xiaohongshu/RED）的命令行工具，也支持仅启动测试浏览器（不发布）。
通过 Chrome DevTools Protocol (CDP) 实现自动化发布，支持图文发布、视频发布、多账号管理、无头模式运行、自动搜索素材与内容数据抓取等功能.

COPY-PASTE FIX

# XiaohongshuSkills: 小红书自动化发布、数据抓取与互动管理工具

一个强大的 Python 命令行工具，通过 Chrome DevTools Protocol (CDP) 实现小红书 (Xiaohongshu/RED) 内容的自动化发布、数据抓取、评论与互动管理。支持图文/视频发布、多账号管理、无头模式、素材搜索及内容数据看板抓取等功能，专为小红书运营者和开发者设计。

mediumreadme#3

Add a 'Core Differentiator' or 'Why XiaohongshuSkills?' section to the README

Why:

COPY-PASTE FIX

## 为什么选择 XiaohongshuSkills？

与通用自动化框架或简单脚本不同，XiaohongshuSkills 专注于小红书平台，提供一整套深度定制的自动化解决方案。它不仅支持内容发布和多账号管理，更集成了高级功能如首页推荐流抓取、笔记评论与回复、用户页信息提取及内容数据看板抓取，旨在为小红书运营和数据分析提供全面支持。

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 white0dew/XiaohongshuSkills

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

WeChat Official Account Platform

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

WeChat Official Account Platform · recommended 1×
Weibo Open Platform · recommended 1×
Weimob · recommended 1×
Youzan · recommended 1×
Lexiang H5 · recommended 1×

CATEGORY QUERY
How can I automate content publishing, comments, and interactions on a specific Chinese social media platform?
you: not recommended
AI recommended (in order):
1. WeChat Official Account Platform
2. Weibo Open Platform
3. Weimob
4. Youzan
5. Lexiang H5
6. UiPath
7. Automation Anywhere
8. Blue Prism
9. Selenium (SeleniumHQ/selenium)
10. Puppeteer (puppeteer/puppeteer)
AI recommended 10 alternatives but never named white0dew/XiaohongshuSkills. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What Python tools exist for scraping social media data and managing multiple accounts programmatically?
you: not recommended
AI recommended (in order):
1. Selenium
2. Playwright
3. Instaloader
4. Tweepy
5. Facebook-sdk
6. Beautiful Soup 4
7. Requests
8. Scrapy
AI recommended 8 alternatives but never named white0dew/XiaohongshuSkills. 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 white0dew/XiaohongshuSkills?
pass
AI did not name white0dew/XiaohongshuSkills — 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 white0dew/XiaohongshuSkills in production, what risks or prerequisites should they evaluate first?
pass
AI named white0dew/XiaohongshuSkills 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 white0dew/XiaohongshuSkills solve, and who is the primary audience?
pass
AI did not name white0dew/XiaohongshuSkills — 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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white0dew/XiaohongshuSkills — 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