RRepoGEO

REPOGEO REPORT · LITE

mehtabmahir/easy-whisper-ui

Default branch main · commit 7f23fca4 · scanned 6/1/2026, 3:32:22 PM

GitHub: 540 stars · 36 forks

AI VISIBILITY SCORE
23 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 mehtabmahir/easy-whisper-ui, 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 H1 to emphasize "user-friendly application"

    Why:

    CURRENT
    # EasyWhisperUI / A fast, local desktop app for transcribing audio/video with Whisper (whisper.cpp) — with GPU acceleration where available.
    COPY-PASTE FIX
    # EasyWhisperUI: A user-friendly desktop application for local Whisper transcription with GPU acceleration.
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    whisper, transcription, audio-transcription, video-transcription, gpu-acceleration, electron, react, typescript, desktop-app, cross-platform, ai, speech-to-text, gui
  • highlicense#3
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the repository root. For example, choose a permissive license like MIT or Apache-2.0, or a copyleft license like GPL-3.0, and add the full text to a file named LICENSE.

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 mehtabmahir/easy-whisper-ui
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Whisper (OpenAI)
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Whisper (OpenAI) · recommended 1×
  2. faster-whisper · recommended 1×
  3. NVIDIA NeMo · recommended 1×
  4. Mozilla DeepSpeech · recommended 1×
  5. Kaldi · recommended 1×
  • CATEGORY QUERY
    How to transcribe audio/video files locally using an AI model with GPU acceleration?
    you: not recommended
    AI recommended (in order):
    1. Whisper (OpenAI)
    2. faster-whisper
    3. NVIDIA NeMo
    4. Mozilla DeepSpeech
    5. Kaldi
    6. Vosk

    AI recommended 6 alternatives but never named mehtabmahir/easy-whisper-ui. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good cross-platform desktop applications for AI transcription using Electron and React?
    you: not recommended
    AI recommended (in order):
    1. Whisper Desktop (ggerganov/whisper.cpp)
    2. Vosk Desktop
    3. OpenAI Whisper API
    4. AssemblyAI
    5. Deepgram
    6. Google Cloud Speech-to-Text

    AI recommended 6 alternatives but never named mehtabmahir/easy-whisper-ui. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    fail

    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 mehtabmahir/easy-whisper-ui?
    pass
    AI did not name mehtabmahir/easy-whisper-ui — 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 mehtabmahir/easy-whisper-ui in production, what risks or prerequisites should they evaluate first?
    pass
    AI named mehtabmahir/easy-whisper-ui 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 mehtabmahir/easy-whisper-ui solve, and who is the primary audience?
    pass
    AI named mehtabmahir/easy-whisper-ui explicitly

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

Embed your GEO score

Drop this badge into the README of mehtabmahir/easy-whisper-ui. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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mehtabmahir/easy-whisper-ui — 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