RRepoGEO

REPOGEO REPORT · LITE

Picsart-AI-Research/Text2Video-Zero

Default branch main · commit fd76734e · scanned 6/29/2026, 5:52:45 PM

GitHub: 4,247 stars · 387 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
33 /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
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 Picsart-AI-Research/Text2Video-Zero, 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 README's H1 and opening sentence to highlight core differentiators

    Why:

    CURRENT
    # Text2Video-Zero
This repository is the official implementation of Text2Video-Zero.
    COPY-PASTE FIX
    # Text2Video-Zero: Zero-Shot Video Generation & Editing from Text-to-Image Diffusion Models
This repository is the official implementation of Text2Video-Zero, a method that adapts text-to-image diffusion models for zero-shot video generation and instruction-guided video editing.
  • mediumtopics#2
    Add more specific topics to improve categorization

    Why:

    CURRENT
    video-editing, video-generation
    COPY-PASTE FIX
    video-editing, video-generation, diffusion-models, stable-diffusion, zero-shot-learning, generative-ai, computer-vision, text-to-video, iccv-2023
  • lowlicense#3
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    Add the following sentence to your README, ideally near the top or in a dedicated 'License' section: "The project is released under a custom license. Please refer to the LICENSE file for full details regarding usage and distribution."

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 Picsart-AI-Research/Text2Video-Zero
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
RunwayML Gen-2
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. RunwayML Gen-2 · recommended 1×
  2. Pika Labs · recommended 1×
  3. Stability-AI/Stable-Video-Diffusion · recommended 1×
  4. Google Lumiere · recommended 1×
  5. Meta Make-A-Video · recommended 1×
  • CATEGORY QUERY
    What tools allow zero-shot video creation from simple text prompts?
    you: not recommended
    AI recommended (in order):
    1. RunwayML Gen-2
    2. Pika Labs
    3. Stability AI's Stable Video Diffusion (SVD) (Stability-AI/Stable-Video-Diffusion)
    4. Google Lumiere
    5. Meta Make-A-Video

    AI recommended 5 alternatives but never named Picsart-AI-Research/Text2Video-Zero. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I edit video content using natural language instructions and AI?
    you: not recommended
    AI recommended (in order):
    1. Descript
    2. RunwayML
    3. Adobe Premiere Pro
    4. CapCut
    5. HeyGen

    AI recommended 5 alternatives but never named Picsart-AI-Research/Text2Video-Zero. 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 Picsart-AI-Research/Text2Video-Zero?
    pass
    AI did not name Picsart-AI-Research/Text2Video-Zero — 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 Picsart-AI-Research/Text2Video-Zero in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Picsart-AI-Research/Text2Video-Zero 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 Picsart-AI-Research/Text2Video-Zero solve, and who is the primary audience?
    pass
    AI named Picsart-AI-Research/Text2Video-Zero explicitly

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

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Picsart-AI-Research/Text2Video-Zero — 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