RRepoGEO

REPOGEO REPORT · LITE

Saik0s/Whisperboard

Default branch main · commit 23e6d261 · scanned 6/25/2026, 1:08:15 PM

GitHub: 1,040 stars · 108 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)

3 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 Saik0s/Whisperboard, 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 opening to emphasize 'end-user iOS application'

    Why:

    CURRENT
    Welcome to WhisperBoard, the open-source iOS app that's making quality voice transcription more accessible on mobile devices.
    COPY-PASTE FIX
    Welcome to WhisperBoard, the open-source **standalone iOS application** that brings high-quality voice transcription directly to your mobile device. Built for users, not developers, WhisperBoard is your go-to tool for capturing thoughts, meetings, and conversations with unparalleled accuracy, all on-device.
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://whisperboard.app
  • lowreadme#3
    Move completed feature from 'On the Horizon' to 'Features'

    Why:

    CURRENT
    - [x] **Continue where left**: With resumable transcription, you can pick up right where you left off, even if the app closes.
    COPY-PASTE FIX
    Add the following to the 'Features That Speak Volumes' section:

**Resumable Transcription**: Pick up right where you left off, even if the app closes, ensuring no transcription progress is lost.

Then, remove the original line from the 'On the Horizon' section.

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 Saik0s/Whisperboard
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Apple's Speech Framework (SFSpeechRecognizer)
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Apple's Speech Framework (SFSpeechRecognizer) · recommended 1×
  2. ggerganov/whisper.cpp · recommended 1×
  3. alphacep/vosk-api · recommended 1×
  4. Picovoice Rhino Speech-to-Text Engine · recommended 1×
  • CATEGORY QUERY
    How to get high-quality speech-to-text transcription directly on an iOS device?
    you: not recommended
    AI recommended (in order):
    1. Apple's Speech Framework (SFSpeechRecognizer)
    2. Whisper.cpp (ggerganov/whisper.cpp)
    3. Vosk API (alphacep/vosk-api)
    4. Picovoice Rhino Speech-to-Text Engine

    AI recommended 4 alternatives but never named Saik0s/Whisperboard. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source iOS apps provide offline voice transcription with customizable models?
    you: not recommended
    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 Saik0s/Whisperboard?
    pass
    AI did not name Saik0s/Whisperboard — 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 Saik0s/Whisperboard in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Saik0s/Whisperboard 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 Saik0s/Whisperboard solve, and who is the primary audience?
    pass
    AI named Saik0s/Whisperboard explicitly

    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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Saik0s/Whisperboard — 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