RRepoGEO

REPOGEO REPORT · LITE

ChenyangQiQi/FateZero

Default branch main · commit 9b6cb7b4 · scanned 5/9/2026, 3:37:03 AM

GitHub: 1,161 stars · 108 forks

AI VISIBILITY SCORE
40 /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
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 ChenyangQiQi/FateZero, 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
    Add a direct, unambiguous opening sentence to the README

    Why:

    CURRENT
    The current README starts with `### FateZero: Fusing Attentions for Zero-shot Text-based Video Editing (ICCV23 Oral')` followed by links and then an 'Abstract' section with the TL;DR.
    COPY-PASTE FIX
    Immediately after the main title (e.g., `### FateZero: Fusing Attentions for Zero-shot Text-based Video Editing (ICCV23 Oral')`), add a clear, concise sentence like: "FateZero is a pioneering zero-shot framework for text-driven video editing, enabling consistent style and object changes in real-world videos without per-prompt training."
  • highabout#2
    Refine the repository's 'About' description for clarity

    Why:

    CURRENT
    [ICCV 2023 Oral] "FateZero: Fusing Attentions for Zero-shot Text-based Video Editing"
    COPY-PASTE FIX
    FateZero: The first zero-shot framework for text-driven video editing, enabling consistent style and object changes in real-world videos without training.
  • mediumreadme#3
    Add a 'Comparison to Alternatives' section in the README

    Why:

    COPY-PASTE FIX
    Add a new section to the README, for example, under a heading like `## 🚀 Why FateZero?` or `## 🆚 Comparison to Other Video Editing Tools`, explaining FateZero's unique advantages (e.g., zero-shot, no training) compared to popular alternatives like RunwayML, Pika Labs, or Adobe Firefly.

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 ChenyangQiQi/FateZero
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. Stable Diffusion · recommended 2×
  3. CapCut · recommended 2×
  4. RunwayML Gen-1 / Gen-2 · recommended 1×
  5. Adobe Firefly · recommended 1×
  • CATEGORY QUERY
    How to edit videos using text prompts without needing extensive training data?
    you: not recommended
    AI recommended (in order):
    1. RunwayML Gen-1 / Gen-2
    2. Pika Labs
    3. Adobe Firefly
    4. Stable Diffusion
    5. Kandinsky Video
    6. CapCut

    AI recommended 6 alternatives but never named ChenyangQiQi/FateZero. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool for applying text-driven style changes or object edits to existing video clips?
    you: not recommended
    AI recommended (in order):
    1. RunwayML
    2. Adobe After Effects
    3. EbSynth
    4. DeepMotion
    5. DaVinci Resolve
    6. CapCut
    7. Pika Labs
    8. Stable Diffusion
    9. ControlNet
    10. SDXL

    AI recommended 10 alternatives but never named ChenyangQiQi/FateZero. 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 ChenyangQiQi/FateZero?
    pass
    AI named ChenyangQiQi/FateZero explicitly

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

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

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

Embed your GEO score

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MARKDOWN (README)
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HTML
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ChenyangQiQi/FateZero — 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