RRepoGEO

REPOGEO REPORT · LITE

murtaza-nasir/speakr

Default branch master · commit e290a799 · scanned 5/10/2026, 3:47:32 AM

GitHub: 3,100 stars · 243 forks

AI VISIBILITY SCORE
35 /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
3 / 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 murtaza-nasir/speakr, 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
  • hightopics#1
    Add relevant topics to the repository

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    transcription, audio-transcription, self-hosted, ai, note-taking, privacy, whisper, speech-to-text, web-application
  • highreadme#2
    Clarify the README's introductory paragraph to prevent miscategorization

    Why:

    CURRENT
    <p align="center">Self-hosted AI transcription and intelligent note-taking platform</p>
    COPY-PASTE FIX
    <p align="center">Speakr is a personal, self-hosted web application for transcribing audio recordings and intelligent note-taking, designed for privacy-conscious individuals and groups. It is *not* a voice assistant or text-to-speech service.</p>
  • mediumhomepage#3
    Add the documentation link as the repository homepage

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    https://murtaza-nasir.github.io/speakr

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 murtaza-nasir/speakr
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
openai/whisper
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. openai/whisper · recommended 2×
  2. alphacep/vosk-api · recommended 2×
  3. ggerganov/whisper.cpp · recommended 1×
  4. sanchit-gandhi/insanely-fast-whisper · recommended 1×
  5. MacWhisper · recommended 1×
  • CATEGORY QUERY
    How can I set up a private, self-hosted audio transcription and intelligent note-taking system?
    you: not recommended
    AI recommended (in order):
    1. Whisper (openai/whisper)
    2. whisper.cpp (ggerganov/whisper.cpp)
    3. insanely-fast-whisper (sanchit-gandhi/insanely-fast-whisper)
    4. MacWhisper
    5. Obsidian
    6. Templater (SilentVoid13/Templater)
    7. Dataview (blacksmithgu/obsidian-dataview)
    8. Ollama (ollama/ollama)
    9. Vosk (alphacep/vosk-api)
    10. Joplin (laurent22/joplin)
    11. Nextcloud (nextcloud/server)
    12. Dropbox
    13. OneDrive
    14. Mozilla DeepSpeech (mozilla/DeepSpeech)
    15. Coqui STT (coqui-ai/STT)
    16. Standard Notes (standardnotes/app)
    17. Llama 2
    18. Mistral
    19. Nextcloud Notes (nextcloud/notes)
    20. Text app (nextcloud/text)

    AI recommended 20 alternatives but never named murtaza-nasir/speakr. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an on-premise AI tool to transcribe sensitive audio recordings into organized notes.
    you: not recommended
    AI recommended (in order):
    1. NVIDIA Riva
    2. OpenAI Whisper (openai/whisper)
    3. Kaldi (kaldi-asr/kaldi)
    4. SpeechBrain (speechbrain/speechbrain)
    5. Vosk (alphacep/vosk-api)

    AI recommended 5 alternatives but never named murtaza-nasir/speakr. 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 murtaza-nasir/speakr?
    pass
    AI named murtaza-nasir/speakr explicitly

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

  • If a team adopts murtaza-nasir/speakr in production, what risks or prerequisites should they evaluate first?
    pass
    AI named murtaza-nasir/speakr 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 murtaza-nasir/speakr solve, and who is the primary audience?
    pass
    AI named murtaza-nasir/speakr explicitly

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

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murtaza-nasir/speakr — 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