RRepoGEO

REPOGEO REPORT · LITE

MarkMoHR/Awesome-Sketch-Based-Applications

Default branch master · commit adc927ab · scanned 6/8/2026, 7:42:53 PM

GitHub: 707 stars · 69 forks

AI VISIBILITY SCORE
22 /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
1 / 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 MarkMoHR/Awesome-Sketch-Based-Applications, 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 README H1 and update description to clarify repo type

    Why:

    CURRENT
    # Awesome-Sketch-Based-Applications
    
    A collection of sketch based applications.
    COPY-PASTE FIX
    # Awesome-Sketch-Based-Applications
    
    An awesome list of research papers and resources on sketch-based applications, covering synthesis, editing, retrieval, modeling, and more.
  • highabout#2
    Update repository description to clarify repo type

    Why:

    CURRENT
    :books: A collection of sketch based application papers.
    COPY-PASTE FIX
    :books: An awesome list of research papers and resources on sketch-based applications.
  • highlicense#3
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the root directory of the repository, for example, using the MIT License text.

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 MarkMoHR/Awesome-Sketch-Based-Applications
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 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Stable Diffusion · recommended 1×
  2. ControlNet · recommended 1×
  3. Automatic1111's Stable Diffusion WebUI · recommended 1×
  4. ComfyUI · recommended 1×
  5. Midjourney · recommended 1×
  • CATEGORY QUERY
    What are the best methods for generating or editing images using freehand sketches?
    you: not recommended
    AI recommended (in order):
    1. Stable Diffusion
    2. ControlNet
    3. Automatic1111's Stable Diffusion WebUI
    4. ComfyUI
    5. Midjourney
    6. Krita
    7. Krita AI Diffusion
    8. Clip Studio Paint
    9. PaintsChainer
    10. AutoDraw

    AI recommended 10 alternatives but never named MarkMoHR/Awesome-Sketch-Based-Applications. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I find a comprehensive overview of sketch-based applications for 3D modeling and retrieval?
    you: not recommended
    AI recommended (in order):
    1. Sketch-Based 3D Modeling: A Survey
    2. Google Scholar
    3. ACM Digital Library
    4. Sketch-Based 3D Shape Retrieval: A Survey
    5. SIGGRAPH
    6. SIGGRAPH Asia
    7. Eurographics
    8. 3D Shape Retrieval International Contest (SHREC)
    9. Computers & Graphics
    10. Semantic Scholar

    AI recommended 10 alternatives but never named MarkMoHR/Awesome-Sketch-Based-Applications. 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 MarkMoHR/Awesome-Sketch-Based-Applications?
    pass
    AI did not name MarkMoHR/Awesome-Sketch-Based-Applications — 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 MarkMoHR/Awesome-Sketch-Based-Applications in production, what risks or prerequisites should they evaluate first?
    pass
    AI named MarkMoHR/Awesome-Sketch-Based-Applications 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 MarkMoHR/Awesome-Sketch-Based-Applications solve, and who is the primary audience?
    pass
    AI did not name MarkMoHR/Awesome-Sketch-Based-Applications — 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?

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  • Brand-free category queries5 vs 2 in Lite
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