RRepoGEO

REPOGEO REPORT · LITE

orpatashnik/StyleCLIP

Default branch main · commit f87a47f7 · scanned 5/9/2026, 9:02:40 PM

GitHub: 4,123 stars · 570 forks

AI VISIBILITY SCORE
35 /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
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 orpatashnik/StyleCLIP, 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 specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    stylegan, clip, text-to-image, image-manipulation, generative-ai, computer-vision, deep-learning, research-paper
  • highreadme#2
    Add a concise, keyword-rich introductory sentence to the README

    Why:

    CURRENT
    # StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery (ICCV 2021 Oral)
    COPY-PASTE FIX
    # StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery (ICCV 2021 Oral)

StyleCLIP enables precise, text-guided semantic manipulation of images generated by StyleGAN, leveraging CLIP's understanding for intuitive editing.
  • mediumhomepage#3
    Add the project's arXiv paper link as the homepage

    Why:

    COPY-PASTE FIX
    https://arxiv.org/abs/2103.17249

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 orpatashnik/StyleCLIP
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
InvokeAI
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. InvokeAI · recommended 1×
  2. Automatic1111's Stable Diffusion Web UI · recommended 1×
  3. Fooocus · recommended 1×
  4. ComfyUI · recommended 1×
  5. RunDiffusion · recommended 1×
  • CATEGORY QUERY
    How can I perform text-guided image editing on AI-generated portraits?
    you: not recommended
    AI recommended (in order):
    1. InvokeAI
    2. Automatic1111's Stable Diffusion Web UI
    3. Fooocus
    4. ComfyUI
    5. RunDiffusion
    6. ThinkDiffusion
    7. Mage.Space
    8. Krita
    9. GIMP
    10. Krita AI Diffusion
    11. Diffusers
    12. PyTorch
    13. TensorFlow

    AI recommended 13 alternatives but never named orpatashnik/StyleCLIP. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools allow manipulating synthetic media content using natural language descriptions?
    you: not recommended
    AI recommended (in order):
    1. RunwayML Gen-1 / Gen-2
    2. Midjourney
    3. Stable Diffusion
    4. Pika Labs
    5. HeyGen
    6. Synthesys Studio

    AI recommended 6 alternatives but never named orpatashnik/StyleCLIP. 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 orpatashnik/StyleCLIP?
    pass
    AI named orpatashnik/StyleCLIP explicitly

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

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