RRepoGEO

REPOGEO REPORT · LITE

RanFeng/clipsketch-ai

Default branch main · commit ffc8368e · scanned 6/25/2026, 5:12:01 AM

GitHub: 1,783 stars · 233 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)

3 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 RanFeng/clipsketch-ai, 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
    Reposition README's core value proposition

    Why:

    CURRENT
    **ClipSketch AI** 是一个专为视频创作者、社交媒体运营者和二创爱好者设计的全流程生产力工具。
    COPY-PASTE FIX
    **ClipSketch AI** 是一款创新的AI工具，专为视频创作者和社交媒体运营者设计，能将视频瞬间智能转化为精美的手绘风格故事板和爆款社交文案。
  • hightopics#2
    Add specific topics to the repository

    Why:

    COPY-PASTE FIX
    video-to-storyboard, ai-storyteller, hand-drawn-art, social-media-content, gemini-api, video-highlights, ai-art-generation, storyboard-generator, bilibili-tool, xiaohongshu-tool
  • mediumlicense#3
    Add a LICENSE file and mention it in the README

    Why:

    COPY-PASTE FIX
    Add a `LICENSE` file (e.g., `LICENSE.md`) to the repository root with the text of a permissive license like MIT. Then, add the following line to the '项目简介' section or a new 'License' section in the README: `本项目采用 MIT 许可证。详情请参阅 [LICENSE](LICENSE.md) 文件。`

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 RanFeng/clipsketch-ai
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
RunwayML
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. RunwayML · recommended 1×
  2. Stable Diffusion · recommended 1×
  3. FFmpeg · recommended 1×
  4. OpenCV · recommended 1×
  5. ControlNet · recommended 1×
  • CATEGORY QUERY
    How to transform video clips into artistic hand-drawn storyboards using AI tools?
    you: not recommended
    AI recommended (in order):
    1. RunwayML
    2. Stable Diffusion
    3. FFmpeg
    4. OpenCV
    5. ControlNet
    6. Deforum
    7. AnimateDiff
    8. Midjourney
    9. EbSynth
    10. Artbreeder

    AI recommended 10 alternatives but never named RanFeng/clipsketch-ai. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools can help generate social media content and storyboards from video highlights?
    you: not recommended
    AI recommended (in order):
    1. Opus Clip
    2. CapCut
    3. Descript
    4. InVideo
    5. Simplified
    6. Pictory
    7. Adobe Premiere Pro
    8. DaVinci Resolve

    AI recommended 8 alternatives but never named RanFeng/clipsketch-ai. 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 RanFeng/clipsketch-ai?
    pass
    AI did not name RanFeng/clipsketch-ai — 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 RanFeng/clipsketch-ai in production, what risks or prerequisites should they evaluate first?
    pass
    AI named RanFeng/clipsketch-ai 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 RanFeng/clipsketch-ai solve, and who is the primary audience?
    pass
    AI named RanFeng/clipsketch-ai explicitly

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

Embed your GEO score

Drop this badge into the README of RanFeng/clipsketch-ai. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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RanFeng/clipsketch-ai — 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