RRepoGEO

REPOGEO REPORT · LITE

aki66938/xhs-toolkit

Default branch main · commit bca1429e · scanned 5/17/2026, 6:22:46 AM

GitHub: 1,264 stars · 172 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 aki66938/xhs-toolkit, 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 relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    xiaohongshu, social-media-automation, ai-integration, content-creation, data-analytics, mcp-protocol, python
  • highreadme#2
    Enhance README's opening to highlight AI client integration

    Why:

    CURRENT
    一个强大的小红书自动化工具包，支持通过MCP协议与AI客户端（如Claude Desktop等）集成，实现与AI对话即可进行内容创作、发布及创作者数据分析。
    COPY-PASTE FIX
    一个专为小红书创作者设计的强大工具包，通过**MCP协议与AI客户端（如Claude Desktop等）无缝集成**，实现**与AI对话即可进行内容创作、发布及创作者数据分析**，彻底革新您的工作流。
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/aki66938/xhs-toolkit

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 aki66938/xhs-toolkit
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Hootsuite
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Hootsuite · recommended 2×
  2. Sprinklr · recommended 2×
  3. Synthesizer AI · recommended 1×
  4. JINGdigital · recommended 1×
  5. Kawo.ai · recommended 1×
  • CATEGORY QUERY
    How to automate content publishing and analytics on a Chinese social media platform using AI?
    you: not recommended
    AI recommended (in order):
    1. Synthesizer AI
    2. JINGdigital
    3. Kawo.ai
    4. WeChat Official Account Platform
    5. Baidu AI Open Platform
    6. Tencent Cloud AI
    7. Douyin/Kuaishou Official Creator Platforms
    8. Hootsuite
    9. Sprinklr

    AI recommended 9 alternatives but never named aki66938/xhs-toolkit. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools assist with automated content creation and scheduled posting for a Chinese social media site?
    you: not recommended
    AI recommended (in order):
    1. Kaizala
    2. WeChat Official Accounts Platform (微信公众平台)
    3. Weibo Enterprise Platform (微博企业版)
    4. Hootsuite
    5. Buffer
    6. Sprinklr
    7. Agorapulse

    AI recommended 7 alternatives but never named aki66938/xhs-toolkit. 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 aki66938/xhs-toolkit?
    pass
    AI did not name aki66938/xhs-toolkit — 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 aki66938/xhs-toolkit in production, what risks or prerequisites should they evaluate first?
    pass
    AI named aki66938/xhs-toolkit 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 aki66938/xhs-toolkit solve, and who is the primary audience?
    pass
    AI named aki66938/xhs-toolkit explicitly

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

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MARKDOWN (README)
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aki66938/xhs-toolkit — 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
aki66938/xhs-toolkit — RepoGEO report