RRepoGEO

REPOGEO REPORT · LITE

Lightricks/LTX-Desktop

Default branch main · commit 827b9d84 · scanned 6/21/2026, 4:46:55 AM

GitHub: 1,704 stars · 349 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 Lightricks/LTX-Desktop, 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 H1 to emphasize desktop video editing

    Why:

    CURRENT
    # LTX Desktop

LTX Desktop is an open-source desktop app for generating videos with LTX models — locally on supported Windows/Linux NVIDIA GPUs, with an API mode for unsupported hardware and macOS.
    COPY-PASTE FIX
    # LTX Desktop: Open-Source AI Video Editor

LTX Desktop is an open-source, cross-platform desktop application for generating and editing videos with LTX AI models. It offers a full video editor interface for local generation on supported Windows/Linux NVIDIA GPUs, with an API mode for other hardware and macOS.
  • mediumtopics#2
    Add more specific topics for desktop video editing

    Why:

    CURRENT
    generative-ai, ltx, ltx-2, non-linear-editing
    COPY-PASTE FIX
    generative-ai, ltx, ltx-2, non-linear-editing, video-editor, desktop-app, ai-video-generation, video-creation
  • lowabout#3
    Enhance the repository description

    Why:

    CURRENT
    An open-source desktop app for generating videos with LTX models
    COPY-PASTE FIX
    An open-source desktop application for generating and editing videos with LTX AI models.

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 Lightricks/LTX-Desktop
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Stable Diffusion
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Stable Diffusion · recommended 2×
  2. Deforum · recommended 1×
  3. AnimateDiff · recommended 1×
  4. Automatic1111 · recommended 1×
  5. ComfyUI · recommended 1×
  • CATEGORY QUERY
    How to generate AI videos from text and images directly on a local machine?
    you: not recommended
    AI recommended (in order):
    1. Stable Diffusion
    2. Deforum
    3. AnimateDiff
    4. Automatic1111
    5. ComfyUI
    6. RunwayML Gen-1
    7. RunwayML Gen-2
    8. SVD (Stable Video Diffusion)
    9. Pika Labs

    AI recommended 9 alternatives but never named Lightricks/LTX-Desktop. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source desktop applications exist for generative AI video creation and editing?
    you: not recommended
    AI recommended (in order):
    1. Stable Diffusion
    2. Deforum Stable Diffusion
    3. ControlNet
    4. Automatic1111's Stable Diffusion Web UI
    5. Krita
    6. Blender
    7. DaVinci Resolve Free
    8. Kdenlive
    9. Shotcut
    10. RunwayML

    AI recommended 10 alternatives but never named Lightricks/LTX-Desktop. 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 Lightricks/LTX-Desktop?
    pass
    AI named Lightricks/LTX-Desktop explicitly

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

  • If a team adopts Lightricks/LTX-Desktop in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Lightricks/LTX-Desktop 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 Lightricks/LTX-Desktop solve, and who is the primary audience?
    pass
    AI did not name Lightricks/LTX-Desktop — 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?

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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite