RRepoGEO

REPOGEO REPORT · LITE

Kwai-Kolors/Kolors

Default branch master · commit 038818d2 · scanned 5/28/2026, 7:08:27 PM

GitHub: 4,610 stars · 354 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 Kwai-Kolors/Kolors, 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
  • highreadme#1
    Add a clear, concise opening sentence to the README

    Why:

    COPY-PASTE FIX
    Add a sentence like: 'Kolors is an advanced open-source diffusion model for photorealistic text-to-image synthesis, specializing in high-quality image generation with strong aesthetic styles.' immediately after the main title.
  • mediumabout#2
    Update the repository description

    Why:

    CURRENT
    Kolors Team
    COPY-PASTE FIX
    Kolors: An open-source diffusion model for photorealistic text-to-image synthesis, enabling high-quality image, portrait, and character generation.

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 Kwai-Kolors/Kolors
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Stable Diffusion XL (SDXL)
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Stable Diffusion XL (SDXL) · recommended 1×
  2. Stable Diffusion 1.5 · recommended 1×
  3. DeepFloyd IF · recommended 1×
  4. Kandinsky 2.2 · recommended 1×
  5. Playground v2.5 · recommended 1×
  • CATEGORY QUERY
    What are the best open-source diffusion models for photorealistic text-to-image synthesis?
    you: not recommended
    AI recommended (in order):
    1. Stable Diffusion XL (SDXL)
    2. Stable Diffusion 1.5
    3. DeepFloyd IF
    4. Kandinsky 2.2
    5. Playground v2.5

    AI recommended 5 alternatives but never named Kwai-Kolors/Kolors. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I generate AI portraits and characters while preserving identity effectively?
    you: not recommended
    AI recommended (in order):
    1. Midjourney
    2. Stable Diffusion
    3. ControlNet
    4. LoRA
    5. Dreambooth
    6. DALL-E 3
    7. ChatGPT Plus
    8. FaceFusion
    9. Artbreeder
    10. Character.AI

    AI recommended 10 alternatives but never named Kwai-Kolors/Kolors. 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 Kwai-Kolors/Kolors?
    pass
    AI named Kwai-Kolors/Kolors explicitly

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

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

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

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Kwai-Kolors/Kolors — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite