RRepoGEO

REPOGEO REPORT · LITE

digitalsamba/claude-code-video-toolkit

Default branch main · commit 9826feb4 · scanned 6/30/2026, 11:27:02 PM

GitHub: 1,638 stars · 273 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highabout#1
    Add a homepage URL to the repo's About section

    Why:

    COPY-PASTE FIX
    https://demos.digitalsamba.com/
  • mediumtopics#2
    Add specific topics to highlight AI agent and automation capabilities

    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-agent, llm-agent, video-automation, ai-native

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 Gen-2 API
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. RunwayML Gen-2 API · recommended 1×
  2. Pika Labs · recommended 1×
  3. huggingface/diffusers · recommended 1×
  4. Google's Lumiere · recommended 1×
  5. Meta's Make-A-Video · recommended 1×
  • CATEGORY QUERY
    How to programmatically generate videos from text prompts using AI agents?
    you: not recommended
    AI recommended (in order):
    1. RunwayML Gen-2 API
    2. Pika Labs
    3. Stability AI's Stable Video Diffusion (huggingface/diffusers)
    4. Google's Lumiere
    5. Meta's Make-A-Video
    6. Synthesia
    7. HeyGen
    8. OpenAI's Sora

    AI recommended 8 alternatives but never named digitalsamba/claude-code-video-toolkit. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source tools exist for automating video creation from script to final render?
    you: not recommended
    AI recommended (in order):
    1. MoviePy (Zulko/moviepy)
    2. FFmpeg (FFmpeg/FFmpeg)
    3. OpenShot Video Editor (OpenShot/openshot-qt)
    4. Blender (blender/blender)
    5. Audacity (audacity/audacity)
    6. ImageMagick (ImageMagick/ImageMagick)

    AI recommended 6 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