RRepoGEO

REPOGEO REPORT · LITE

altryne/awesome-ai-art-image-synthesis

Default branch master · commit b72ce5bb · scanned 5/29/2026, 5:58:03 PM

GitHub: 1,798 stars · 142 forks

AI VISIBILITY SCORE
22 /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
1 / 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 altryne/awesome-ai-art-image-synthesis, 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 the README's opening to clarify it's an 'awesome list'

    Why:

    CURRENT
    # Awesome AI image synthesis  [](https://awesome.re) [](https://makeapullrequest.com)  [](https://ko-fi.com/N4N3DWMR1)

> A list of awesome tools, ideas, prompt engineering tools, colabs, models, and helpers for the prompt designer playing with aiArt and image synthesis. Covers Dalle2, MidJourney, StableDiffusion, and open source tools. Many of these tools come with "batteries included" and won't include colabs or python code you have to run. (for colabs see this list)
    COPY-PASTE FIX
    # Awesome AI Art & Image Synthesis Resources  [](https://awesome.re) [](https://makeapullrequest.com)  [](https://ko-fi.com/N4N3DWMR1)

> A curated **awesome list** of tools, ideas, prompt engineering resources, colabs, models, and helpers for the prompt designer playing with AI art and image synthesis. This list covers Dalle2, MidJourney, StableDiffusion, and various open-source tools. Many of these tools come with "batteries included" and won't include colabs or python code you have to run. (for colabs see this list)
  • hightopics#2
    Add specific topics to improve categorization and searchability

    Why:

    CURRENT
    ai
    COPY-PASTE FIX
    awesome-list, ai-art, image-synthesis, prompt-engineering, stable-diffusion, midjourney, dalle2, generative-ai, machine-learning, artificial-intelligence
  • 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, such as the MIT License, to clarify usage terms for the list's content.

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 altryne/awesome-ai-art-image-synthesis
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Midjourney
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Midjourney · recommended 2×
  2. Stable Diffusion · recommended 1×
  3. AUTOMATIC1111/stable-diffusion-webui · recommended 1×
  4. comfyanonymous/ComfyUI · recommended 1×
  5. DALL-E 3 · recommended 1×
  • CATEGORY QUERY
    What are the best tools and resources for creating AI-generated images and art?
    you: not recommended
    AI recommended (in order):
    1. Midjourney

    AI recommended 1 alternative but never named altryne/awesome-ai-art-image-synthesis. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I improve my AI art prompts and explore different image synthesis techniques?
    you: not recommended
    AI recommended (in order):
    1. Midjourney
    2. Stable Diffusion
    3. Automatic1111 WebUI (AUTOMATIC1111/stable-diffusion-webui)
    4. ComfyUI (comfyanonymous/ComfyUI)
    5. DALL-E 3
    6. ChatGPT Plus
    7. Microsoft Copilot Pro
    8. Leonardo.Ai
    9. Fooocus (lllyasviel/Fooocus)
    10. NightCafe Creator

    AI recommended 10 alternatives but never named altryne/awesome-ai-art-image-synthesis. 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 altryne/awesome-ai-art-image-synthesis?
    pass
    AI did not name altryne/awesome-ai-art-image-synthesis — 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 altryne/awesome-ai-art-image-synthesis in production, what risks or prerequisites should they evaluate first?
    pass
    AI named altryne/awesome-ai-art-image-synthesis 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 altryne/awesome-ai-art-image-synthesis solve, and who is the primary audience?
    pass
    AI did not name altryne/awesome-ai-art-image-synthesis — 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?

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