RRepoGEO

REPOGEO REPORT · LITE

RanFeng/clipsketch-ai

Default branch main · commit ffc8368e · scanned 5/14/2026, 3:47:33 PM

GitHub: 1,736 stars · 225 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 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 H1 to clarify core function

    Why:

    CURRENT
    # ClipSketch AI (剪辑·素描)
    COPY-PASTE FIX
    # ClipSketch AI (剪辑·素描): AI Video to Hand-Drawn Storyboard & Social Media Content Generator
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    video-editing, ai-tools, storyboard, social-media, content-creation, gemini-api, video-to-image, hand-drawn, productivity-tool, bilibili, xiaohongshu
  • highlicense#3
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with a standard open-source license like `MIT` or `Apache-2.0`.

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
CapCut
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. CapCut · recommended 2×
  2. RunwayML · recommended 1×
  3. Adobe After Effects · recommended 1×
  4. Red Giant Universe · recommended 1×
  5. Boris FX Sapphire · recommended 1×
  • CATEGORY QUERY
    How to convert video clips into AI-generated hand-drawn storyboards for social media?
    you: not recommended
    AI recommended (in order):
    1. RunwayML
    2. Adobe After Effects
    3. Red Giant Universe
    4. Boris FX Sapphire
    5. DaVinci Resolve
    6. Krita
    7. GIMP
    8. Shotcut
    9. DaVinci Resolve Free
    10. DeepArt.io
    11. NightCafe Creator
    12. CapCut

    AI recommended 12 alternatives but never named RanFeng/clipsketch-ai. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    AI tools for generating social media captions and storyboards from video content?
    you: not recommended
    AI recommended (in order):
    1. Opus Clip
    2. Pictory.ai
    3. Descript
    4. CapCut
    5. Simplified
    6. Synthesys AI Studio
    7. HeyGen

    AI recommended 7 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

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MARKDOWN (README)
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  • Brand-free category queries5 vs 2 in Lite
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