RRepoGEO

REPOGEO REPORT · LITE

digitalsamba/claude-code-video-toolkit

Default branch main · commit b86feda6 · scanned 5/19/2026, 2:02:13 PM

GitHub: 1,211 stars · 205 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)

2 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 digitalsamba/claude-code-video-toolkit, 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 emphasize AI agent toolkit

    Why:

    CURRENT
    An AI-native video production workspace for Claude Code, with experimental bridges to other agent runtimes like [Codex](#using-with-codex). Skills, commands, templates, and tools that give your AI agent everything it needs to help you create professional videos — from concept to final render.
    COPY-PASTE FIX
    A developer toolkit for AI agents (specifically Claude Code, with experimental Codex support) to programmatically produce professional videos. It provides skills, commands, templates, and tools, empowering your AI agent to handle video creation from concept to final render.
  • mediumtopics#2
    Add 'ai-agents' and 'llm-agents' to topics

    Why:

    CURRENT
    ai-video-generator, claude-code, developer-tools, elevenlabs, open-source, openclaw, playwright, programmatic-video, qwen-tts, remotion, text-to-speech, video-editing, video-production
    COPY-PASTE FIX
    ai-video-generator, claude-code, developer-tools, elevenlabs, open-source, openclaw, playwright, programmatic-video, qwen-tts, remotion, text-to-speech, video-editing, video-production, ai-agents, llm-agents
  • mediumhomepage#3
    Add the repository URL as the homepage

    Why:

    COPY-PASTE FIX
    https://github.com/digitalsamba/claude-code-video-toolkit

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 digitalsamba/claude-code-video-toolkit
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
RunwayML
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. RunwayML · recommended 2×
  2. Synthesys AI Studio · recommended 1×
  3. HeyGen · recommended 1×
  4. Descript · recommended 1×
  5. InVideo AI · recommended 1×
  • CATEGORY QUERY
    How can I automate video creation using an AI agent workflow?
    you: not recommended
    AI recommended (in order):
    1. Synthesys AI Studio
    2. HeyGen
    3. Descript
    4. InVideo AI
    5. Pictory AI
    6. RunwayML
    7. ElevenLabs
    8. DaVinci Resolve
    9. Adobe Premiere Pro
    10. CapCut

    AI recommended 10 alternatives but never named digitalsamba/claude-code-video-toolkit. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are developer tools for programmatic video production driven by AI?
    you: not recommended
    AI recommended (in order):
    1. RunwayML
    2. DeepMotion
    3. Synthesia
    4. D-ID
    5. OpenAI
    6. Google Cloud Video AI
    7. FFmpeg

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

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

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digitalsamba/claude-code-video-toolkit — 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