RRepoGEO

REPOGEO REPORT · LITE

gausian-AI/Gausian_native_editor

Default branch main · commit ad104566 · scanned 5/17/2026, 6:57:03 PM

GitHub: 1,008 stars · 26 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
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 gausian-AI/Gausian_native_editor, 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 opening to emphasize AI video production

    Why:

    CURRENT
    Fast, native video editor and preview tool built in Rust with GPU rendering, timeline editing, and local ComfyUI integration.
    COPY-PASTE FIX
    Gausian is a fast, native video editor and preview tool built in Rust, specifically designed for AI video production workflows. It features GPU rendering, timeline editing, and seamless local ComfyUI integration for prompt-based generation.
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    rust, video-editor, ai-video-production, comfyui, gpu-rendering, timeline-editor, wgpu, video-editing, desktop-app, cli
  • mediumlicense#3
    Clarify the existing license in the README

    Why:

    COPY-PASTE FIX
    ## 📄 License

This project is licensed under [Specify License Type(s) Here, e.g., 'a custom license combining X and Y']. Please refer to the [LICENSE](LICENSE) file for full details.

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 gausian-AI/Gausian_native_editor
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
DaVinci Resolve Studio
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. DaVinci Resolve Studio · recommended 1×
  2. Adobe Premiere Pro · recommended 1×
  3. Final Cut Pro · recommended 1×
  4. Vegas Pro · recommended 1×
  5. HitFilm Pro · recommended 1×
  • CATEGORY QUERY
    I need a fast, native desktop video editor for AI production with timeline editing capabilities.
    you: not recommended
    AI recommended (in order):
    1. DaVinci Resolve Studio
    2. Adobe Premiere Pro
    3. Final Cut Pro
    4. Vegas Pro
    5. HitFilm Pro

    AI recommended 5 alternatives but never named gausian-AI/Gausian_native_editor. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What Rust-based video editing tools support GPU rendering and local AI workflow integration?
    you: not recommended
    AI recommended (in order):
    1. DaVinci Resolve
    2. tch-rs (LaurentMazare/tch-rs)
    3. wgpu (gfx-rs/wgpu)
    4. Kdenlive
    5. MLT Framework (mltframework/mlt)
    6. Qt
    7. KDE Frameworks
    8. FFmpeg
    9. VLC
    10. Shotcut (mltframework/shotcut)
    11. Bevy Engine (bevyengine/bevy)
    12. vulkano (vulkano/vulkano)
    13. tract (sonos/tract)

    AI recommended 13 alternatives but never named gausian-AI/Gausian_native_editor. 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 gausian-AI/Gausian_native_editor?
    pass
    AI named gausian-AI/Gausian_native_editor explicitly

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

  • If a team adopts gausian-AI/Gausian_native_editor in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name gausian-AI/Gausian_native_editor — 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?

  • In one sentence, what problem does the repo gausian-AI/Gausian_native_editor solve, and who is the primary audience?
    pass
    AI did not name gausian-AI/Gausian_native_editor — 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?

Embed your GEO score

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MARKDOWN (README)
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gausian-AI/Gausian_native_editor — 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