RRepoGEO

REPOGEO REPORT · LITE

gwang-kim/DiffusionCLIP

Default branch master · commit e4bfb256 · scanned 6/16/2026, 9:23:07 AM

GitHub: 868 stars · 130 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 gwang-kim/DiffusionCLIP, 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
  • highhomepage#1
    Set a homepage URL for the repository

    Why:

    COPY-PASTE FIX
    https://replicate.com/gwang-kim/diffusionclip
  • mediumreadme#2
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    Add a section like: '## License
This project is released under the specific terms outlined in the [LICENSE](LICENSE) file. Please refer to the file for full details.'

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 gwang-kim/DiffusionCLIP
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Stable Diffusion
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Stable Diffusion · recommended 1×
  2. DreamBooth · recommended 1×
  3. LoRA · recommended 1×
  4. Automatic1111's Stable Diffusion WebUI · recommended 1×
  5. ComfyUI · recommended 1×
  • CATEGORY QUERY
    How can I manipulate diverse real images using text prompts with diffusion models?
    you: not recommended
    Show full AI answer
  • CATEGORY QUERY
    What are robust methods for text-guided image editing, especially beyond GAN inversion limitations?
    you: not recommended
    AI recommended (in order):
    1. Stable Diffusion
    2. DreamBooth
    3. LoRA
    4. Automatic1111's Stable Diffusion WebUI
    5. ComfyUI
    6. InvokeAI
    7. Hugging Face Diffusers Library
    8. ControlNet
    9. InstructPix2Pix
    10. GLIDE
    11. OpenAI's API
    12. SDEdit

    AI recommended 12 alternatives but never named gwang-kim/DiffusionCLIP. 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 gwang-kim/DiffusionCLIP?
    pass
    AI named gwang-kim/DiffusionCLIP explicitly

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

  • If a team adopts gwang-kim/DiffusionCLIP in production, what risks or prerequisites should they evaluate first?
    pass
    AI named gwang-kim/DiffusionCLIP 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 gwang-kim/DiffusionCLIP solve, and who is the primary audience?
    pass
    AI named gwang-kim/DiffusionCLIP 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 gwang-kim/DiffusionCLIP. 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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HTML
<a href="https://repogeo.com/en/r/gwang-kim/DiffusionCLIP"><img src="https://repogeo.com/badge/gwang-kim/DiffusionCLIP.svg" alt="RepoGEO" /></a>
Pro

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gwang-kim/DiffusionCLIP — 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