RRepoGEO

REPOGEO REPORT · LITE

comeonzhj/Auto-Redbook-Skills

Default branch main · commit 6f06770f · scanned 5/12/2026, 8:03:19 PM

GitHub: 1,735 stars · 224 forks

AI VISIBILITY SCORE
23 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 comeonzhj/Auto-Redbook-Skills, 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 the repository

    Why:

    COPY-PASTE FIX
    xiaohongshu, social-media-automation, ai-content-generation, image-generation, redbook, automation, skills
  • highreadme#2
    Reposition the core description in the README

    Why:

    CURRENT
    The descriptive sentence "> 自动撰写小红书笔记、生成多主题卡片、可选自动发布的 Skills" is currently located after installation instructions.
    COPY-PASTE FIX
    Move the sentence "> 自动撰写小红书笔记、生成多主题卡片、可选自动发布的 Skills" to immediately after the H1 "## 📕 Auto-Redbook-Skills（已重构版）".
  • highlicense#3
    Add a standard open-source license file

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the repository root with the content of the MIT License.

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 comeonzhj/Auto-Redbook-Skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Canva
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Canva · recommended 2×
  2. Jasper · recommended 1×
  3. Jasper Art · recommended 1×
  4. Copy.ai · recommended 1×
  5. Simplified · recommended 1×
  • CATEGORY QUERY
    Looking for an AI tool to automatically write social media notes and generate images.
    you: not recommended
    AI recommended (in order):
    1. Canva
    2. Jasper
    3. Jasper Art
    4. Copy.ai
    5. Simplified
    6. Hootsuite
    7. ChatGPT
    8. Midjourney
    9. DALL-E 3
    10. Stable Diffusion

    AI recommended 10 alternatives but never named comeonzhj/Auto-Redbook-Skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help generate themed visual content cards for social media platforms?
    you: not recommended
    AI recommended (in order):
    1. Canva
    2. Adobe Express
    3. Crello
    4. PicMonkey
    5. Snappa
    6. Easil

    AI recommended 6 alternatives but never named comeonzhj/Auto-Redbook-Skills. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    fail

    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 comeonzhj/Auto-Redbook-Skills?
    pass
    AI did not name comeonzhj/Auto-Redbook-Skills — 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 comeonzhj/Auto-Redbook-Skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named comeonzhj/Auto-Redbook-Skills 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 comeonzhj/Auto-Redbook-Skills solve, and who is the primary audience?
    pass
    AI named comeonzhj/Auto-Redbook-Skills explicitly

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

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comeonzhj/Auto-Redbook-Skills — 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