RRepoGEO

REPOGEO REPORT · LITE

lid664951-crypto/douyin-creator-toolkit

Default branch main · commit 2f690858 · scanned 6/15/2026, 9:23:15 PM

GitHub: 602 stars · 110 forks

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 lid664951-crypto/douyin-creator-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
  • highreadme#1
    Clarify README title and subtitle for desktop application and Douyin focus

    Why:

    CURRENT
    # 抖音运营工具箱 v1.2.0

<p align="center">
  <strong>本地批量转写、抖音链接提取、AI 分析、私有知识库、创作 Agent 一体化桌面工具</strong>
</p>
    COPY-PASTE FIX
    # 抖音运营工具箱 v1.2.0：抖音内容创作AI桌面工具

<p align="center">
  <strong>本地批量转写、抖音链接提取、AI 分析、私有知识库、创作 Agent 一体化 Windows 桌面工具</strong>
</p>
  • hightopics#2
    Add specific topics to improve categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    douyin, content-creation, ai-tools, desktop-app, video-transcription, content-analysis, agent-studio, rust, tauri, react
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    https://github.com/lid664951-crypto/douyin-creator-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 lid664951-crypto/douyin-creator-toolkit
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Google Cloud Video AI
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Google Cloud Video AI · recommended 1×
  2. OpenAI GPT-4 · recommended 1×
  3. YouTube Data API v3 · recommended 1×
  4. Hugging Face Transformers · recommended 1×
  5. TikTok for Developers API · recommended 1×
  • CATEGORY QUERY
    How can I analyze short video content patterns and generate new creative ideas with AI?
    you: not recommended
    AI recommended (in order):
    1. Google Cloud Video AI
    2. OpenAI GPT-4
    3. YouTube Data API v3
    4. Hugging Face Transformers
    5. TikTok for Developers API
    6. Midjourney
    7. DALL-E 3
    8. RunwayML

    AI recommended 8 alternatives but never named lid664951-crypto/douyin-creator-toolkit. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Desktop application to transcribe videos, extract content, and use AI for script generation?
    you: not recommended
    AI recommended (in order):
    1. DaVinci Resolve Studio
    2. DaVinci Neural Engine
    3. Adobe Premiere Pro
    4. Adobe Sensei
    5. Trint
    6. Happy Scribe
    7. ChatGPT
    8. Claude
    9. Descript
    10. Veed.io
    11. OpenAI API
    12. Google Gemini API
    13. GPT-4
    14. OBS Studio
    15. Whisper Desktop
    16. LM Studio
    17. Llama 3
    18. Mistral

    AI recommended 18 alternatives but never named lid664951-crypto/douyin-creator-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 lid664951-crypto/douyin-creator-toolkit?
    pass
    AI named lid664951-crypto/douyin-creator-toolkit explicitly

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

  • If a team adopts lid664951-crypto/douyin-creator-toolkit in production, what risks or prerequisites should they evaluate first?
    pass
    AI named lid664951-crypto/douyin-creator-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 lid664951-crypto/douyin-creator-toolkit solve, and who is the primary audience?
    pass
    AI did not name lid664951-crypto/douyin-creator-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?

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  • Brand-free category queries5 vs 2 in Lite
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