RRepoGEO

REPOGEO REPORT · LITE

Fugtemypt123/VIGA

Default branch main · commit 69cb8ef0 · scanned 5/23/2026, 4:47:53 AM

GitHub: 1,187 stars · 124 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
35 /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
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 Fugtemypt123/VIGA, 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
  • hightopics#1
    Add specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    inverse-graphics, visual-reconstruction, ai-agent, scene-generation, programmatic-graphics, analysis-by-synthesis
  • highabout#2
    Refine the repository description for clarity

    Why:

    CURRENT
    VIGA: Vision-as-Inverse-Graphics Agent
    COPY-PASTE FIX
    VIGA: An AI agent for programmatic visual reconstruction via inverse graphics.
  • mediumhomepage#3
    Add the project homepage URL

    Why:

    COPY-PASTE FIX
    https://fugtemypt123.github.io/VIGA-website/

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 Fugtemypt123/VIGA
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Blender
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Blender · recommended 2×
  2. PyTorch3D · recommended 1×
  3. Kaolin · recommended 1×
  4. Mitsuba 2 · recommended 1×
  5. OpenDR · recommended 1×
  • CATEGORY QUERY
    How to achieve visual reconstruction using an inverse graphics approach?
    you: not recommended
    AI recommended (in order):
    1. PyTorch3D
    2. Kaolin
    3. Mitsuba 2
    4. Blender
    5. OpenDR
    6. instant-ngp
    7. nerfstudio
    8. GPyTorch
    9. Pyro

    AI recommended 9 alternatives but never named Fugtemypt123/VIGA. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an AI agent for programmatic scene generation and verification from images.
    you: not recommended
    AI recommended (in order):
    1. NVIDIA Omniverse
    2. Blender
    3. Unity
    4. Unreal Engine
    5. OpenAI Gym
    6. PyBullet

    AI recommended 6 alternatives but never named Fugtemypt123/VIGA. 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 Fugtemypt123/VIGA?
    pass
    AI named Fugtemypt123/VIGA explicitly

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

  • If a team adopts Fugtemypt123/VIGA in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Fugtemypt123/VIGA 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 Fugtemypt123/VIGA solve, and who is the primary audience?
    pass
    AI named Fugtemypt123/VIGA explicitly

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

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Fugtemypt123/VIGA — 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