RRepoGEO

REPOGEO REPORT · LITE

gausian-AI/Gausian_native_editor

Default branch main · commit ad104566 · scanned 6/16/2026, 7:02:19 PM

GitHub: 996 stars · 25 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

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

OVERALL DIRECTION
  • highreadme#1
    Reposition the README's opening statement to clarify core purpose and tech stack

    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 Native Editor is a fast, native **Rust-based video editor** specifically designed for **AI video production**, featuring GPU rendering, timeline editing, and seamless local ComfyUI integration.
  • mediumreadme#2
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    ## 📄 License

This project is licensed under [Specify License(s) Here, e.g., 'a custom license' or 'a combination of X and Y licenses']. Please see the `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
    What are fast, native video editing tools for local AI-driven content creation?
    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
    Looking for a Rust-powered video editing framework with GPU acceleration for AI workflows.
    you: not recommended
    AI recommended (in order):
    1. FFmpeg
    2. Vulkan
    3. wgpu (gfx-rs/wgpu)
    4. OpenCV (opencv/opencv)
    5. GStreamer (GStreamer/gstreamer)
    6. Image (image-rs/image)

    AI recommended 6 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 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?

  • If a team adopts gausian-AI/Gausian_native_editor in production, what risks or prerequisites should they evaluate first?
    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?

  • 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