RRepoGEO

REPOGEO REPORT · LITE

browser-use/video-use

Default branch main · commit fbcf29fd · scanned 5/8/2026, 5:27:44 AM

GitHub: 6,837 stars · 973 forks

AI VISIBILITY SCORE
30 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 browser-use/video-use, 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 clarify AI video editing agent

    Why:

    CURRENT
    # video-use

Introducing **video-use** — edit videos with Claude Code. 100% open source.
    COPY-PASTE FIX
    # video-use: AI Agent for Programmatic Video Editing

Introducing **video-use** — an open-source AI agent that edits videos with Claude Code (or similar LLMs).
  • hightopics#2
    Add specific topics for AI video editing and agents

    Why:

    COPY-PASTE FIX
    ai-agent, video-editing, programmatic-video, ffmpeg, llm-agent, claude-code, video-automation, open-source
  • mediumlicense#3
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root and add the text of the MIT License, or another appropriate open-source license.

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 browser-use/video-use
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Descript
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Descript · recommended 1×
  2. Adobe Premiere Pro · recommended 1×
  3. CapCut · recommended 1×
  4. RunwayML · recommended 1×
  5. DaVinci Resolve · recommended 1×
  • CATEGORY QUERY
    How to automate video editing tasks like cutting and subtitling using AI agents?
    you: not recommended
    AI recommended (in order):
    1. Descript
    2. Adobe Premiere Pro
    3. CapCut
    4. RunwayML
    5. DaVinci Resolve
    6. Simon Says
    7. OpenAI Whisper

    AI recommended 7 alternatives but never named browser-use/video-use. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are open-source tools for generating video animations and overlays programmatically?
    you: not recommended
    AI recommended (in order):
    1. FFmpeg (FFmpeg/FFmpeg)
    2. ImageMagick (ImageMagick/ImageMagick)
    3. GraphicsMagick (GraphicsMagick/GraphicsMagick)
    4. MoviePy (Zulko/moviepy)
    5. Manim (3b1b/manim)
    6. OpenCV (opencv/opencv)
    7. Cairo

    AI recommended 7 alternatives but never named browser-use/video-use. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 browser-use/video-use?
    pass
    AI named browser-use/video-use explicitly

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

  • If a team adopts browser-use/video-use in production, what risks or prerequisites should they evaluate first?
    pass
    AI named browser-use/video-use 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 browser-use/video-use solve, and who is the primary audience?
    pass
    AI named browser-use/video-use 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 browser-use/video-use. 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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MARKDOWN (README)
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HTML
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browser-use/video-use — 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