RRepoGEO

REPOGEO REPORT · LITE

wendy7756/AI-Video-Transcriber

Default branch main · commit ade833b7 · scanned 5/21/2026, 11:03:06 AM

GitHub: 2,661 stars · 349 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
33 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 wendy7756/AI-Video-Transcriber, 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 clearly state it's a free, open-source application.

    Why:

    CURRENT
    An AI-powered tool to transcribe and summarize videos and podcasts — paste a URL from YouTube, TikTok, Bilibili, Apple Podcasts, SoundCloud, and 30+ platforms, **or upload a local file** (audio, video, or plain text).
    COPY-PASTE FIX
    AI Video Transcriber is a free, open-source, multi-platform application that lets you instantly transcribe and summarize videos and podcasts. Simply paste a URL (YouTube, TikTok, Bilibili, Apple Podcasts, SoundCloud, and 30+ platforms) or upload a local file (audio, video, or plain text) via its intuitive user interface.
  • mediumtopics#2
    Expand topics to include 'summarization', 'podcast', and 'open-source-alternative'.

    Why:

    CURRENT
    aitool, tiktok, transcribe, videototext, youtube
    COPY-PASTE FIX
    aitool, tiktok, transcribe, videototext, youtube, podcast, summarization, open-source-alternative, speech-to-text-app
  • lowcomparison#3
    Add a 'Comparison' section to highlight differentiators against commercial services.

    Why:

    COPY-PASTE FIX
    ## 🆚 Comparison with Alternatives

Unlike commercial services like Happy Scribe, Trint, or Descript, AI Video Transcriber is a free, open-source application that you can run yourself, offering full control over your data and no subscription fees. Compared to raw libraries like OpenAI Whisper or AssemblyAI, it provides a complete, user-friendly interface for end-to-end transcription and summarization without requiring coding knowledge.

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 wendy7756/AI-Video-Transcriber
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
AssemblyAI
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. AssemblyAI · recommended 2×
  2. Happy Scribe · recommended 1×
  3. Trint · recommended 1×
  4. Descript · recommended 1×
  5. Otter.ai · recommended 1×
  • CATEGORY QUERY
    How to automatically transcribe and summarize video content from various online platforms?
    you: not recommended
    AI recommended (in order):
    1. Happy Scribe
    2. Trint
    3. Descript
    4. Otter.ai
    5. Veed.io
    6. AssemblyAI
    7. yt-dlp (yt-dlp/yt-dlp)
    8. ffmpeg (FFmpeg/FFmpeg)
    9. Google Cloud Speech-to-Text API
    10. Google Cloud AI Platform
    11. Vertex AI

    AI recommended 11 alternatives but never named wendy7756/AI-Video-Transcriber. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools can accurately transcribe and summarize local audio or video files using AI?
    you: not recommended
    AI recommended (in order):
    1. Whisper (OpenAI) (openai/whisper)
    2. AssemblyAI
    3. DeepSpeech (Mozilla) (mozilla/DeepSpeech)
    4. Vosk (Alpha Cephei) (alphacep/vosk-api)
    5. PyTorch (pytorch/pytorch)
    6. TensorFlow (tensorflow/tensorflow)
    7. Hugging Face Transformers (huggingface/transformers)
    8. Wav2Vec2
    9. HuBERT
    10. BART
    11. T5
    12. GPT-2 (openai/gpt-2)
    13. GPT-Neo (EleutherAI/gpt-neo)
    14. GPT-J (EleutherAI/gpt-j-6B)
    15. Llama.cpp (ggerganov/llama.cpp)
    16. Alpaca.cpp (ggerganov/alpaca.cpp)

    AI recommended 16 alternatives but never named wendy7756/AI-Video-Transcriber. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 wendy7756/AI-Video-Transcriber?
    pass
    AI did not name wendy7756/AI-Video-Transcriber — 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 wendy7756/AI-Video-Transcriber in production, what risks or prerequisites should they evaluate first?
    pass
    AI named wendy7756/AI-Video-Transcriber 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 wendy7756/AI-Video-Transcriber solve, and who is the primary audience?
    pass
    AI named wendy7756/AI-Video-Transcriber explicitly

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

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wendy7756/AI-Video-Transcriber — 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