RRepoGEO

REPOGEO REPORT · LITE

bradautomates/claude-video

Default branch main · commit 755c1574 · scanned 5/7/2026, 3:22:18 PM

GitHub: 873 stars · 187 forks

AI VISIBILITY SCORE
28 /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
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 bradautomates/claude-video, 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 clarify it's a Claude skill/plugin

    Why:

    CURRENT
    # /watch

**Give Claude the ability to watch any video.**
    COPY-PASTE FIX
    # /watch: A Claude Skill to Watch Any Video

**Empower Claude to process and understand video content directly from links or local files, acting as a skill or plugin for your AI assistant.**
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    claude, claude-ai, ai-assistant, video-analysis, video-transcription, ffmpeg, yt-dlp, skill, plugin
  • mediumreadme#3
    Add a 'Key Differentiators' section to the README

    Why:

    COPY-PASTE FIX
    ## Key Differentiators

Unlike general video processing APIs or transcription services, `/watch` is purpose-built as a skill for Claude. It leverages Claude's advanced reasoning capabilities to not just transcribe and extract frames, but to truly *understand* video content, enabling deep analysis, summarization, and Q&A directly within your AI assistant.

Category GEO backends resolved for this scan: google/gemini-2.0-flash-001, deepseek/deepseek-chat

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.0-flash-001. 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 bradautomates/claude-video
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
AssemblyAI
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. AssemblyAI · recommended 2×
  2. Google Cloud Video Intelligence API · recommended 1×
  3. Amazon Rekognition Video · recommended 1×
  4. Microsoft Azure Video Indexer · recommended 1×
  5. Deepgram · recommended 1×
  • CATEGORY QUERY
    How can I enable an AI assistant to process and understand video content from links?
    you: not recommended
    AI recommended (in order):
    1. Google Cloud Video Intelligence API
    2. Amazon Rekognition Video
    3. Microsoft Azure Video Indexer
    4. AssemblyAI
    5. Deepgram
    6. PySceneDetect
    7. OpenCV

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

    Show full AI answer
  • CATEGORY QUERY
    What's the best way to extract frames and transcripts from videos for AI analysis?
    you: not recommended
    AI recommended (in order):
    1. AssemblyAI
    2. Google Cloud Speech-to-Text
    3. Descript
    4. Otter.ai
    5. FFmpeg
    6. OpenCV (opencv/opencv)
    7. MoviePy (Zulko/moviepy)

    AI recommended 7 alternatives but never named bradautomates/claude-video. 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 bradautomates/claude-video?
    pass
    AI did not name bradautomates/claude-video — 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 bradautomates/claude-video in production, what risks or prerequisites should they evaluate first?
    pass
    AI named bradautomates/claude-video 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 bradautomates/claude-video solve, and who is the primary audience?
    pass
    AI named bradautomates/claude-video 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 bradautomates/claude-video. 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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