RRepoGEO

REPOGEO REPORT · LITE

alembics/disco-diffusion

Default branch main · commit 37eb39bf · scanned 6/28/2026, 9:03:00 PM

GitHub: 7,407 stars · 1,094 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
23 /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
2 / 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 alembics/disco-diffusion, 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 relevant topics to the repository.

    Why:

    COPY-PASTE FIX
    ai-art, generative-art, text-to-image, diffusion-models, google-colab, machine-learning, deep-learning, creative-coding, animation
  • highabout#2
    Add a concise description to the repository's About section.

    Why:

    COPY-PASTE FIX
    A powerful, highly customizable framework for generating AI art and animations from text prompts, leveraging various models and techniques. Ideal for digital artists and enthusiasts seeking creative control.
  • highreadme#3
    Expand the README's opening sentence to clearly state its purpose and audience.

    Why:

    CURRENT
    A frankensteinian amalgamation of notebooks, models and techniques for the generation of AI Art and Animations.
    COPY-PASTE FIX
    A powerful and highly customizable framework for generating AI art and animations from text prompts. This project provides a unique amalgamation of notebooks, models, and techniques, making advanced text-to-image creation accessible, especially for digital artists and enthusiasts seeking creative control and a distinct aesthetic.

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 alembics/disco-diffusion
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Midjourney
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Midjourney · recommended 1×
  2. AUTOMATIC1111/stable-diffusion-webui · recommended 1×
  3. DALL-E 3 · recommended 1×
  4. RunwayML Gen-2 · recommended 1×
  5. Leonardo.Ai · recommended 1×
  • CATEGORY QUERY
    How can I generate creative AI art and animations from text prompts?
    you: not recommended
    AI recommended (in order):
    1. Midjourney
    2. Stable Diffusion (AUTOMATIC1111/stable-diffusion-webui)
    3. DALL-E 3
    4. RunwayML Gen-2
    5. Leonardo.Ai
    6. Pika Labs
    7. Adobe Firefly

    AI recommended 7 alternatives but never named alembics/disco-diffusion. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best open-source tools for creating AI-generated images and videos?
    you: not recommended
    AI recommended (in order):
    1. Stable Diffusion
    2. Automatic1111's web UI
    3. Fooocus
    4. ComfyUI
    5. Deforum Stable Diffusion
    6. SVD (Stable Video Diffusion)
    7. Krita

    AI recommended 7 alternatives but never named alembics/disco-diffusion. 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 alembics/disco-diffusion?
    pass
    AI did not name alembics/disco-diffusion — 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 alembics/disco-diffusion in production, what risks or prerequisites should they evaluate first?
    pass
    AI named alembics/disco-diffusion 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 alembics/disco-diffusion solve, and who is the primary audience?
    pass
    AI named alembics/disco-diffusion 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 alembics/disco-diffusion. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/alembics/disco-diffusion.svg)](https://repogeo.com/en/r/alembics/disco-diffusion)
HTML
<a href="https://repogeo.com/en/r/alembics/disco-diffusion"><img src="https://repogeo.com/badge/alembics/disco-diffusion.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

alembics/disco-diffusion — 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