RRepoGEO

REPOGEO REPORT · LITE

ali-vilab/VGen

Default branch main · commit 4014d1fa · scanned 5/22/2026, 2:08:04 AM

GitHub: 3,154 stars · 274 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 ali-vilab/VGen, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highlicense#1
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the repository root with the chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0).
  • mediumreadme#2
    Emphasize VGen's 'ecosystem' and 'generalist' nature in the README introduction

    Why:

    CURRENT
    VGen is an open-source video synthesis codebase developed by the Tongyi Lab of Alibaba Group, featuring state-of-the-art video generative models.
    COPY-PASTE FIX
    VGen is a holistic, open-source video generation ecosystem and generalist codebase developed by the Tongyi Lab of Alibaba Group. It unifies state-of-the-art video generative models, offering a comprehensive framework for diverse video synthesis tasks from text, images, and more.

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 ali-vilab/VGen
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Pika Labs
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Pika Labs · recommended 2×
  2. Meta Make-A-Video · recommended 2×
  3. RunwayML Gen-2 · recommended 1×
  4. Stability AI's Stable Video Diffusion (SVD) · recommended 1×
  5. Google Lumiere · recommended 1×
  • CATEGORY QUERY
    What are effective methods for generating high-quality videos from descriptive text prompts?
    you: not recommended
    AI recommended (in order):
    1. RunwayML Gen-2
    2. Pika Labs
    3. Stability AI's Stable Video Diffusion (SVD)
    4. Google Lumiere
    5. Meta Make-A-Video
    6. Synthesia
    7. HeyGen
    8. Kaiber

    AI recommended 8 alternatives but never named ali-vilab/VGen. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I synthesize videos from images while controlling motion and subject elements?
    you: not recommended
    AI recommended (in order):
    1. RunwayML
    2. Pika Labs
    3. Stable Diffusion
    4. AnimateDiff
    5. ControlNet
    6. Adobe After Effects
    7. DeepMotion
    8. NVIDIA Omniverse
    9. Audio2Face
    10. Google Imagen Video
    11. Phenaki
    12. Meta Make-A-Video

    AI recommended 12 alternatives but never named ali-vilab/VGen. 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 ali-vilab/VGen?
    pass
    AI named ali-vilab/VGen explicitly

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

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

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

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ali-vilab/VGen — 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