RRepoGEO

REPOGEO REPORT · LITE

jipraks/yt-short-clipper

Default branch master · commit 8533fd6f · scanned 6/10/2026, 10:16:56 PM

GitHub: 799 stars · 251 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 jipraks/yt-short-clipper, 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 the main descriptive heading to emphasize CLI + AI

    Why:

    CURRENT
    🎬 **Automated YouTube to Short-Form Content Pipeline**
    COPY-PASTE FIX
    🎬 **YT-Short-Clipper: AI-Powered CLI for YouTube Short-Form Content**
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/jipraks/yt-short-clipper

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 jipraks/yt-short-clipper
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Opus Clip
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Opus Clip · recommended 1×
  2. Pictory · recommended 1×
  3. Vidyo.ai · recommended 1×
  4. InVideo · recommended 1×
  5. CapCut · recommended 1×
  • CATEGORY QUERY
    What tools help automate converting long YouTube videos into short clips for social media?
    you: not recommended
    AI recommended (in order):
    1. Opus Clip
    2. Pictory
    3. Vidyo.ai
    4. InVideo
    5. CapCut
    6. Descript

    AI recommended 6 alternatives but never named jipraks/yt-short-clipper. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a CLI or script to generate engaging short-form content from YouTube podcasts.
    you: not recommended
    AI recommended (in order):
    1. Podsqueeze
    2. yt-dlp (yt-dlp/yt-dlp)
    3. OpenAI API
    4. GPT-3.5
    5. GPT-4
    6. Whisper
    7. AssemblyAI API
    8. Deepgram API
    9. FFmpeg (FFmpeg/FFmpeg)
    10. Vosk (alphacep/vosk-api)
    11. Hugging Face Transformers (huggingface/transformers)
    12. T5
    13. BART
    14. Whisper (openai/whisper)
    15. YouTube's Built-in Transcripts

    AI recommended 15 alternatives but never named jipraks/yt-short-clipper. 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 jipraks/yt-short-clipper?
    pass
    AI did not name jipraks/yt-short-clipper — 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 jipraks/yt-short-clipper in production, what risks or prerequisites should they evaluate first?
    pass
    AI named jipraks/yt-short-clipper 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 jipraks/yt-short-clipper solve, and who is the primary audience?
    pass
    AI named jipraks/yt-short-clipper explicitly

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

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jipraks/yt-short-clipper — 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