RRepoGEO

REPOGEO REPORT · LITE

lucidrains/deep-daze

Default branch main · commit c3c471e6 · scanned 7/1/2026, 8:16:53 PM

GitHub: 4,319 stars · 311 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
28 /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
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 lucidrains/deep-daze, 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 and enhance the README's main heading (H1)

    Why:

    CURRENT
    ## Deep Daze
    COPY-PASTE FIX
    ## Deep Daze: Simple Command Line Tool for Text-to-Image Generation with OpenAI's CLIP and Siren
  • mediumhomepage#2
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://colab.research.google.com/drive/1FoHdqoqKntliaQKnMoNs3yn5EALqWtvP
  • lowtopics#3
    Expand repository topics to include artistic/creative terms

    Why:

    CURRENT
    artificial-intelligence, deep-learning, implicit-neural-representation, multi-modality, siren, text-to-image, transformers
    COPY-PASTE FIX
    artificial-intelligence, deep-learning, implicit-neural-representation, multi-modality, siren, text-to-image, transformers, generative-art, ai-art

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 lucidrains/deep-daze
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. DALL-E 3 · recommended 1×
  3. Stable Diffusion XL (SDXL) · recommended 1×
  4. Adobe Firefly · recommended 1×
  5. Leonardo.Ai · recommended 1×
  • CATEGORY QUERY
    I want to generate creative images from text prompts using deep learning.
    you: not recommended
    AI recommended (in order):
    1. Midjourney
    2. DALL-E 3
    3. Stable Diffusion XL (SDXL)
    4. Adobe Firefly
    5. Leonardo.Ai
    6. Playground AI

    AI recommended 6 alternatives but never named lucidrains/deep-daze. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are simple command line tools for AI-powered text-to-image synthesis?
    you: not recommended
    AI recommended (in order):
    1. InvokeAI (invoke-ai/InvokeAI)
    2. Diffusers (huggingface/diffusers)
    3. Automatic1111 web UI (AUTOMATIC1111/stable-diffusion-webui)
    4. ComfyUI (comfyanonymous/ComfyUI)
    5. SD.Next (vladmandic/automatic)

    AI recommended 5 alternatives but never named lucidrains/deep-daze. 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 lucidrains/deep-daze?
    pass
    AI named lucidrains/deep-daze explicitly

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

  • If a team adopts lucidrains/deep-daze in production, what risks or prerequisites should they evaluate first?
    pass
    AI named lucidrains/deep-daze 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 lucidrains/deep-daze solve, and who is the primary audience?
    pass
    AI did not name lucidrains/deep-daze — 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?

Embed your GEO score

Drop this badge into the README of lucidrains/deep-daze. 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/lucidrains/deep-daze.svg)](https://repogeo.com/en/r/lucidrains/deep-daze)
HTML
<a href="https://repogeo.com/en/r/lucidrains/deep-daze"><img src="https://repogeo.com/badge/lucidrains/deep-daze.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

lucidrains/deep-daze — 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