RRepoGEO

REPOGEO REPORT · LITE

feicaiclub/video-spec-builder

Default branch main · commit 9e73275b · scanned 6/26/2026, 12:17:46 PM

GitHub: 508 stars · 66 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 feicaiclub/video-spec-builder, 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's opening to emphasize AI skill for AI assistants

    Why:

    CURRENT
    > A skill that works like a video director. You say "I want to make a video," and it grills you with questions until your idea is a script you can actually shoot.
    COPY-PASTE FIX
    > An AI skill for Claude Code / Cursor / Codex that acts as your video director. You tell your AI "I want to make a video," and this skill interactively guides you to generate a precise, second-by-second video-spec.md script, ready for AI video rendering tools like HyperFrames.
  • hightopics#2
    Add specific topics for AI skill and video script generation

    Why:

    COPY-PASTE FIX
    ai-skill, video-script-generator, generative-ai, video-production, claude-code, hyperframes, script-writing-assistant
  • mediumhomepage#3
    Add a homepage URL

    Why:

    COPY-PASTE FIX
    https://skills.sh/feicaiclub/video-spec-builder

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 feicaiclub/video-spec-builder
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
StudioBinder
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. StudioBinder · recommended 2×
  2. Celtx · recommended 2×
  3. Google Docs · recommended 2×
  4. Milanote · recommended 2×
  5. WriterDuet · recommended 1×
  • CATEGORY QUERY
    How to structure a video idea into a detailed script with shot-by-shot breakdown?
    you: not recommended
    AI recommended (in order):
    1. StudioBinder
    2. Celtx
    3. WriterDuet
    4. Google Docs
    5. Milanote
    6. Shot Lister
    7. Microsoft Word

    AI recommended 7 alternatives but never named feicaiclub/video-spec-builder. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    AI assistant to guide me through planning a video concept into a concrete production script?
    you: not recommended
    AI recommended (in order):
    1. Arc Studio Pro
    2. Final Draft
    3. Milanote
    4. Celtx
    5. StudioBinder
    6. Google Docs
    7. Scrivener

    AI recommended 7 alternatives but never named feicaiclub/video-spec-builder. 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 feicaiclub/video-spec-builder?
    pass
    AI named feicaiclub/video-spec-builder explicitly

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

  • If a team adopts feicaiclub/video-spec-builder in production, what risks or prerequisites should they evaluate first?
    pass
    AI named feicaiclub/video-spec-builder 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 feicaiclub/video-spec-builder solve, and who is the primary audience?
    pass
    AI did not name feicaiclub/video-spec-builder — 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?

Embed your GEO score

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MARKDOWN (README)
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feicaiclub/video-spec-builder — 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