RRepoGEO

REPOGEO REPORT · LITE

ddPn08/Radiata

Default branch main · commit e243df9b · scanned 6/10/2026, 2:17:40 AM

GitHub: 966 stars · 68 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
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 ddPn08/Radiata, 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
  • highabout#1
    Update the 'About' description to be more explicit

    Why:

    CURRENT
    Stable diffusion webui based on diffusers.
    COPY-PASTE FIX
    A fast, user-friendly web UI for Stable Diffusion, built on Hugging Face Diffusers, supporting TensorRT, ControlNet, and LoRA for AI art generation.
  • mediumreadme#2
    Strengthen the README's opening statement

    Why:

    CURRENT
    <div align="center">Radiata is a stable diffusion webui based on diffusers.</div>
    COPY-PASTE FIX
    <div align="center">Radiata is a fast and user-friendly web UI for Stable Diffusion, built on Hugging Face Diffusers. It enables AI art generation with support for TensorRT acceleration, ControlNet, and LoRA.</div>
  • mediumtopics#3
    Expand repository topics for better category visibility

    Why:

    CURRENT
    stable-diffusion, stable-diffusion-webui, tensorrt, text-to-image
    COPY-PASTE FIX
    stable-diffusion, stable-diffusion-webui, tensorrt, text-to-image, ai-art-generation, controlnet, lora, huggingface-diffusers

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 ddPn08/Radiata
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Automatic1111's Stable Diffusion web UI
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Automatic1111's Stable Diffusion web UI · recommended 1×
  2. ComfyUI · recommended 1×
  3. Fooocus · recommended 1×
  4. InvokeAI · recommended 1×
  5. Hugging Face Diffusers · recommended 1×
  • CATEGORY QUERY
    Looking for a fast stable diffusion web interface with hardware acceleration.
    you: not recommended
    AI recommended (in order):
    1. Automatic1111's Stable Diffusion web UI
    2. ComfyUI
    3. Fooocus
    4. InvokeAI
    5. Hugging Face Diffusers
    6. Gradio
    7. Streamlit

    AI recommended 7 alternatives but never named ddPn08/Radiata. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good stable diffusion UIs supporting ControlNet, LoRA, and Diffusers?
    you: not recommended
    AI recommended (in order):
    1. Automatic1111's Stable Diffusion web UI (AUTOMATIC1111/stable-diffusion-webui)
    2. ComfyUI (comfyanonymous/ComfyUI)
    3. Fooocus (lllyasviel/Fooocus)
    4. InvokeAI (invoke-ai/InvokeAI)
    5. Diffusers (Hugging Face Library) (huggingface/diffusers)

    AI recommended 5 alternatives but never named ddPn08/Radiata. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 ddPn08/Radiata?
    pass
    AI named ddPn08/Radiata explicitly

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

  • If a team adopts ddPn08/Radiata in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ddPn08/Radiata 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 ddPn08/Radiata solve, and who is the primary audience?
    pass
    AI named ddPn08/Radiata 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 ddPn08/Radiata. 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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ddPn08/Radiata — 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
ddPn08/Radiata — RepoGEO report