RRepoGEO

REPOGEO REPORT · LITE

yael-vinker/CLIPasso

Default branch main · commit 92262f70 · scanned 6/14/2026, 6:22:20 AM

GitHub: 949 stars · 109 forks

AI VISIBILITY SCORE
30 /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
3 / 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 yael-vinker/CLIPasso, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highabout#1
    Add a concise 'About' description

    Why:

    COPY-PASTE FIX
    Official implementation of CLIPasso, a SIGGRAPH 2022 method for generating semantically-aware, abstract sketches from images using CLIP-based perceptual loss and Bézier curves. Targets computer vision and graphics researchers.
  • mediumreadme#2
    Clarify the existing license in the README

    Why:

    COPY-PASTE FIX
    This project is released under the terms specified in the LICENSE file. Please refer to the LICENSE file for full details on usage and distribution.

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 yael-vinker/CLIPasso
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Clip2Comic & Caricature Maker
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Clip2Comic & Caricature Maker · recommended 1×
  2. Painnt - Pro Art Filters · recommended 1×
  3. Adobe Photoshop · recommended 1×
  4. GIMP · recommended 1×
  5. Prisma · recommended 1×
  • CATEGORY QUERY
    How can I convert photographs into stylized sketches with adjustable abstraction levels?
    you: not recommended
    AI recommended (in order):
    1. Clip2Comic & Caricature Maker
    2. Painnt - Pro Art Filters
    3. Adobe Photoshop
    4. GIMP
    5. Prisma
    6. PicsArt Photo & Video Editor
    7. Topaz Studio

    AI recommended 7 alternatives but never named yael-vinker/CLIPasso. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools use AI to transform images into simplified line art or vector drawings?
    you: not recommended
    AI recommended (in order):
    1. Vectorizer.AI
    2. VanceAI Image to Line Art
    3. Adobe Illustrator
    4. Inkscape
    5. AutoTrace
    6. ClipDrop

    AI recommended 6 alternatives but never named yael-vinker/CLIPasso. 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 yael-vinker/CLIPasso?
    pass
    AI named yael-vinker/CLIPasso explicitly

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

  • If a team adopts yael-vinker/CLIPasso in production, what risks or prerequisites should they evaluate first?
    pass
    AI named yael-vinker/CLIPasso 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 yael-vinker/CLIPasso solve, and who is the primary audience?
    pass
    AI named yael-vinker/CLIPasso 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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yael-vinker/CLIPasso — 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