RRepoGEO

REPOGEO REPORT · LITE

Lightricks/LTX-Desktop

Default branch main · commit 827b9d84 · scanned 5/11/2026, 2:07:17 AM

GitHub: 1,543 stars · 325 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 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 and opening sentence to clarify core function

    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: AI Video Generation & Editing App

LTX Desktop is an open-source desktop application for generating and editing videos with LTX models — locally on supported Windows/Linux NVIDIA GPUs, with an API mode for unsupported hardware and macOS.
  • mediumtopics#2
    Add more specific video generation and editing topics

    Why:

    CURRENT
    generative-ai, ltx, ltx-2, non-linear-editing
    COPY-PASTE FIX
    generative-ai, ltx, ltx-2, non-linear-editing, video-generation, ai-video, video-editor, text-to-video, image-to-video
  • mediumcomparison#3
    Add a 'Comparison to Alternatives' section in README

    Why:

    COPY-PASTE FIX
    ## Comparison to Alternatives

[Add a section here comparing LTX Desktop to common alternatives like Stable Diffusion WebUI (for generation) and DaVinci Resolve/Kdenlive (for editing), highlighting its unique focus on AI-powered video generation and editing within a dedicated desktop app using LTX 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 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Stable Diffusion · recommended 1×
  2. Automatic1111's Stable Diffusion WebUI · recommended 1×
  3. ComfyUI · recommended 1×
  4. Fooocus · recommended 1×
  5. SVD (Stable Video Diffusion) · recommended 1×
  • CATEGORY QUERY
    How to create videos from text or images using a local AI application?
    you: not recommended
    AI recommended (in order):
    1. Stable Diffusion
    2. Automatic1111's Stable Diffusion WebUI
    3. ComfyUI
    4. Fooocus
    5. SVD (Stable Video Diffusion)

    AI recommended 5 alternatives but never named Lightricks/LTX-Desktop. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source desktop tools allow AI-powered video generation and non-linear editing?
    you: not recommended
    AI recommended (in order):
    1. DaVinci Resolve
    2. Kdenlive (Kdenlive/kdenlive)
    3. Shotcut (mltframework/shotcut)
    4. Blender (blender/blender)
    5. Olive Editor (olive-editor/olive)
    6. Stable Diffusion (Stability-AI/StableDiffusion)
    7. Deforum (deforum/deforum_stable_diffusion)
    8. RunwayML

    AI recommended 8 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 named Lightricks/LTX-Desktop 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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Lightricks/LTX-Desktop — RepoGEO report