RRepoGEO

REPOGEO REPORT · LITE

bradautomates/claude-video

Default branch main · commit c333c228 · scanned 6/8/2026, 3:22:26 PM

GitHub: 1,861 stars · 350 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)

4 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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

2 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 paragraph to clarify Claude AI skill for video analysis

    Why:

    CURRENT
    # /watch

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

**Empower Claude to analyze video content from any URL or local file.** This skill downloads, extracts frames, transcribes audio, and feeds it all to Claude for comprehensive understanding and Q&A.
  • mediumreadme#2
    Add a 'How is this different?' section to README

    Why:

    COPY-PASTE FIX
    ## How is `/watch` different from other tools?

Unlike generic video downloaders (like `yt-dlp`) or transcription services (like `Whisper`), `/watch` is a dedicated skill for Anthropic's Claude AI. It orchestrates these underlying tools to provide Claude with a fully processed, multimodal understanding of video content, enabling direct Q&A and analysis within Claude's environment. It's not a standalone video processing library, but an AI agent capability.

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 bradautomates/claude-video
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Google Cloud Video AI
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Google Cloud Video AI · recommended 2×
  2. YouTube-DL · recommended 1×
  3. yt-dlp/yt-dlp · recommended 1×
  4. OpenAI API · recommended 1×
  5. GPT-4o · recommended 1×
  • CATEGORY QUERY
    How can I enable an AI agent to analyze video content from links?
    you: not recommended
    AI recommended (in order):
    1. YouTube-DL
    2. yt-dlp (yt-dlp/yt-dlp)
    3. OpenAI API
    4. GPT-4o
    5. GPT-4 Turbo with Vision
    6. FFmpeg (FFmpeg/FFmpeg)
    7. OpenCV (opencv/opencv)
    8. Whisper API
    9. Google Cloud Video AI
    10. Google Cloud Speech-to-Text
    11. Gemini API
    12. PaLM 2 API
    13. AssemblyAI
    14. Anthropic Claude 3
    15. Opus
    16. Sonnet
    17. DeepMotion
    18. Llama 3 (meta-llama/llama-models)
    19. Mistral Large
    20. Gemma (google/gemma)
    21. Hugging Face Inference API
    22. Replicate
    23. Veed.io
    24. Pictory.ai
    25. requests (psf/requests)
    26. json

    AI recommended 26 alternatives but never named bradautomates/claude-video. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools extract visual frames and audio transcripts for large language model analysis?
    you: not recommended
    AI recommended (in order):
    1. FFmpeg
    2. OpenAI Whisper (openai/whisper)
    3. PyTorch Video (PyAV) (PyAV/PyAV)
    4. Google Cloud Video AI
    5. AWS Rekognition Video
    6. Azure Video Indexer
    7. MoviePy (Zulko/moviepy)
    8. DeepSpeech (Mozilla) (mozilla/DeepSpeech)

    AI recommended 8 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?

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bradautomates/claude-video — 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