RRepoGEO

REPOGEO REPORT · LITE

PurpleDoubleD/locally-uncensored

Default branch master · commit 9594a1b6 · scanned 6/17/2026, 12:46:53 AM

GitHub: 703 stars · 98 forks

AI VISIBILITY SCORE
33 /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
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 PurpleDoubleD/locally-uncensored, 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 main tagline to emphasize the unified, single-executable nature

    Why:

    CURRENT
    # Locally Uncensored
**Generate anything — text, images, video. Locally. Uncensored.**
    COPY-PASTE FIX
    # Locally Uncensored
**The only single-executable desktop app for local, uncensored AI chat, image, and video generation.**
  • mediumreadme#2
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    Add a 'License' section to the README stating: 'This project includes a LICENSE file detailing its terms of use. Please refer to the [LICENSE](LICENSE) file for specific licensing information.'
  • lowcomparison#3
    Expand the 'Why This App?' section to explicitly contrast with competitors

    Why:

    COPY-PASTE FIX
    Expand the 'Why This App?' section to explicitly compare `locally-uncensored` against common alternatives like LM Studio, Automatic1111, and ComfyUI, emphasizing its all-in-one, single-executable, uncensored, local capabilities. For example: 'Unlike separate tools like LM Studio (chat only) or Automatic1111 (image only), Locally Uncensored provides a single, unified desktop application for chat, image, and video generation, all locally and uncensored, without needing Docker or multiple installations.'

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 PurpleDoubleD/locally-uncensored
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LM Studio
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LM Studio · recommended 2×
  2. AUTOMATIC1111/stable-diffusion-webui · recommended 2×
  3. comfyanonymous/ComfyUI · recommended 2×
  4. oobabooga/text-generation-webui · recommended 2×
  5. janhq/jan · recommended 1×
  • CATEGORY QUERY
    What desktop applications allow local, uncensored AI chat, image, and video generation?
    you: not recommended
    AI recommended (in order):
    1. LM Studio
    2. Jan.ai (janhq/jan)
    3. Ollama (ollama/ollama)
    4. Stable Diffusion
    5. Automatic1111's Stable Diffusion WebUI (AUTOMATIC1111/stable-diffusion-webui)
    6. ComfyUI (comfyanonymous/ComfyUI)
    7. Fooocus (lllyasviel/Fooocus)
    8. SD-WebUI-AnimateDiff (continue-revolution/sd-webui-animatediff)
    9. Deforum (deforum-art/deforum-for-automatic1111-webui)
    10. Suno AI
    11. Riffusion (riffusion/riffusion)
    12. InvokeAI (invoke-ai/InvokeAI)

    AI recommended 12 alternatives but never named PurpleDoubleD/locally-uncensored. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a single executable desktop AI tool for local text, image, and video creation.
    you: not recommended
    AI recommended (in order):
    1. InvokeAI (InvokeAI/InvokeAI)
    2. Automatic1111's Stable Diffusion WebUI (AUTOMATIC1111/stable-diffusion-webui)
    3. text-generation-webui (oobabooga/text-generation-webui)
    4. oobabooga's text-generation-webui (oobabooga/text-generation-webui)
    5. Deforum Stable Diffusion (deforum-art/deforum-stable-diffusion)
    6. SD-CN-Animation (volotat/SD-CN-Animation)
    7. TemporalKit (CiaraRowles/TemporalKit)
    8. ComfyUI (comfyanonymous/ComfyUI)
    9. Pinokio (pinokio-ai/pinokio)
    10. LM Studio

    AI recommended 10 alternatives but never named PurpleDoubleD/locally-uncensored. 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 PurpleDoubleD/locally-uncensored?
    pass
    AI did not name PurpleDoubleD/locally-uncensored — 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 PurpleDoubleD/locally-uncensored in production, what risks or prerequisites should they evaluate first?
    pass
    AI named PurpleDoubleD/locally-uncensored 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 PurpleDoubleD/locally-uncensored solve, and who is the primary audience?
    pass
    AI named PurpleDoubleD/locally-uncensored explicitly

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

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PurpleDoubleD/locally-uncensored — 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