RRepoGEO

REPOGEO REPORT · LITE

ncounterspecialist/twick

Default branch main · commit 3044c23e · scanned 6/19/2026, 1:37:00 PM

GitHub: 500 stars · 49 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 ncounterspecialist/twick, 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 the README's opening to match the clear description

    Why:

    CURRENT
    ## Twick Monorepo

Twick is a modular SDK for building timeline‑based video editors. The main packages live under `packages/` (timeline, canvas, live‑player, video‑editor, studio, etc.) and are wired together in the example apps and in `twick-web`.
    COPY-PASTE FIX
    ## Twick: AI-powered video editor SDK built with React

Twick is a modular, open-source SDK featuring a canvas timeline, drag-and-drop editing, AI captions, and serverless MP4 export. It's perfect for building custom video apps and provides a comprehensive framework for timeline-based video editing.
  • mediumreadme#2
    Add a 'Key Features' section to highlight core capabilities

    Why:

    COPY-PASTE FIX
    ## Key Features

- **AI-powered Captions:** Generate captions automatically for your videos.
- **Canvas Timeline:** Intuitive drag-and-drop interface for precise editing.
- **Serverless MP4 Export:** Efficiently export videos without managing dedicated servers.
- **Modular React SDK:** Build custom video applications with a flexible component library.
- **Asset Management:** Integrate public assets from providers like Pexels, Unsplash, and Pixabay.
  • lowlicense#3
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    ## License

Twick is released under a custom license. Please refer to the `LICENSE` file in the repository root for full details on usage and distribution.

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 ncounterspecialist/twick
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Cloudinary Video Player & SDK
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Cloudinary Video Player & SDK · recommended 1×
  2. Mux Player & Mux Video · recommended 1×
  3. Vimeo Player SDK · recommended 1×
  4. JW Player · recommended 1×
  5. Video.js · recommended 1×
  • CATEGORY QUERY
    Looking for a React-based video editor SDK to integrate AI features into my app.
    you: not recommended
    AI recommended (in order):
    1. Cloudinary Video Player & SDK
    2. Mux Player & Mux Video
    3. Vimeo Player SDK
    4. JW Player
    5. Video.js

    AI recommended 5 alternatives but never named ncounterspecialist/twick. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best options for a customizable video timeline editor with serverless export?
    you: not recommended
    AI recommended (in order):
    1. Remotion
    2. Shotstack
    3. FFmpeg
    4. Cloudinary
    5. DaVinci Resolve

    AI recommended 5 alternatives but never named ncounterspecialist/twick. 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 ncounterspecialist/twick?
    pass
    AI named ncounterspecialist/twick explicitly

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

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

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

Embed your GEO score

Drop this badge into the README of ncounterspecialist/twick. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite
ncounterspecialist/twick — RepoGEO report