RRepoGEO

REPOGEO REPORT · LITE

11cafe/jaaz

Default branch main · commit 145dd850 · scanned 5/24/2026, 9:21:49 PM

GitHub: 6,295 stars · 621 forks

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 11cafe/jaaz, 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
    Refine GitHub 'About' description for clarity

    Why:

    CURRENT
    The world's first open-source multimodal creative assistant This is a substitute for Canva and Manus that prioritizes privacy and is usable locally.
    COPY-PASTE FIX
    Jaaz is an open-source, local-first AI creative assistant for image generation and editing, a privacy-focused alternative to Canva and Manus.
  • mediumtopics#2
    Expand repository topics with broader creative and feature keywords

    Why:

    CURRENT
    agent, ai, aiagent, aiimage, aiimagegenerator, aitool, aitools, canva, comfyui, flux, stable-diffusion
    COPY-PASTE FIX
    agent, ai, aiagent, aiimage, aiimagegenerator, aitool, aitools, canva, comfyui, flux, stable-diffusion, design-tool, creative-suite, image-editor, multimodal-ai, local-ai, privacy-focused, visual-design
  • lowreadme#3
    Add a clear statement about the project's license(s) to the README

    Why:

    COPY-PASTE FIX
    ## License
This project includes a LICENSE file. Please refer to it for specific terms, as it may contain custom or compound licensing information.

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 11cafe/jaaz
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
InvokeAI
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. InvokeAI · recommended 1×
  2. Automatic1111's Stable Diffusion WebUI · recommended 1×
  3. ComfyUI · recommended 1×
  4. Fooocus · recommended 1×
  5. Diffusers · recommended 1×
  • CATEGORY QUERY
    Looking for an open-source AI creative assistant for local, privacy-focused image generation and editing.
    you: not recommended
    AI recommended (in order):
    1. InvokeAI
    2. Automatic1111's Stable Diffusion WebUI
    3. ComfyUI
    4. Fooocus
    5. Diffusers

    AI recommended 5 alternatives but never named 11cafe/jaaz. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good self-hostable AI-powered design tools for creating visual content?
    you: not recommended
    AI recommended (in order):
    1. InvokeAI (invoke-ai/InvokeAI)
    2. Automatic1111's Stable Diffusion Web UI (AUTOMATIC1111/stable-diffusion-webui)
    3. ComfyUI (comfyanonymous/ComfyUI)
    4. Fooocus (lllyasviel/Fooocus)
    5. Draw Things (DrawThings/DrawThings)

    AI recommended 5 alternatives but never named 11cafe/jaaz. 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 11cafe/jaaz?
    pass
    AI named 11cafe/jaaz explicitly

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

  • If a team adopts 11cafe/jaaz in production, what risks or prerequisites should they evaluate first?
    pass
    AI named 11cafe/jaaz 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 11cafe/jaaz solve, and who is the primary audience?
    pass
    AI named 11cafe/jaaz explicitly

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

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11cafe/jaaz — 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