RRepoGEO

REPOGEO REPORT · LITE

boogu-project/Boogu-Image

Default branch main · commit dd7d1074 · scanned 6/25/2026, 1:27:41 AM

GitHub: 548 stars · 25 forks

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 boogu-project/Boogu-Image, 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 project's core purpose to the top of the README

    Why:

    CURRENT
    The README's first substantive text after the H3 is "Welcome to the official repository for **Boogu-Image-0.1** !"
    COPY-PASTE FIX
    Add the project's description as a prominent H1 or H2 at the very top of the README, e.g., "# Boogu-Image-0.1: An Apache-2.0 open-source image generation and editing model family that delivers near-closed-source performance with an order of magnitude less data."
  • hightopics#2
    Add specific topics to improve AI categorization

    Why:

    COPY-PASTE FIX
    image-generation, image-editing, text-to-image, generative-ai, open-source-ai, multimodal-ai, deep-learning, apache-2.0-license
  • mediumhomepage#3
    Set the repository homepage URL

    Why:

    COPY-PASTE FIX
    https://boogu.org

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 boogu-project/Boogu-Image
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Stable Diffusion
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Stable Diffusion · recommended 2×
  2. Civitai · recommended 1×
  3. Automatic1111 · recommended 1×
  4. ComfyUI · recommended 1×
  5. Fooocus · recommended 1×
  • CATEGORY QUERY
    What open-source models can I use for generating and editing images efficiently?
    you: not recommended
    AI recommended (in order):
    1. Stable Diffusion
    2. Civitai
    3. Automatic1111
    4. ComfyUI
    5. Fooocus
    6. InvokeAI
    7. Kandinsky 2.2
    8. ControlNet
    9. DeepFloyd IF

    AI recommended 9 alternatives but never named boogu-project/Boogu-Image. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an image generation AI that performs well with limited training data.
    you: not recommended
    AI recommended (in order):
    1. StyleGAN2
    2. StyleGAN3
    3. Stable Diffusion
    4. DALL-E 2
    5. VQ-GAN
    6. CLIP
    7. ProGAN
    8. Pix2PixHD

    AI recommended 8 alternatives but never named boogu-project/Boogu-Image. 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 boogu-project/Boogu-Image?
    pass
    AI did not name boogu-project/Boogu-Image — 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 boogu-project/Boogu-Image in production, what risks or prerequisites should they evaluate first?
    pass
    AI named boogu-project/Boogu-Image 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 boogu-project/Boogu-Image solve, and who is the primary audience?
    pass
    AI named boogu-project/Boogu-Image explicitly

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

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boogu-project/Boogu-Image — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite