RRepoGEO

REPOGEO REPORT · LITE

rishikanthc/Scriberr

Default branch main · commit bdb8838b · scanned 6/20/2026, 5:41:33 AM

GitHub: 2,780 stars · 214 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
40 /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
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 rishikanthc/Scriberr, 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
    Move core value proposition to the top of README

    Why:

    CURRENT
    The README currently starts with `div align="center"` and a project status update before the main description.
    COPY-PASTE FIX
    Move the sentence 'Scriberr is an open-source, and completely offline audio transcription application designed for self-hosters who value privacy and performance.' to the very first line of the README, before any decorative elements or status updates.
  • mediumtopics#2
    Add more specific topics to differentiate from libraries

    Why:

    CURRENT
    ai, audio, transcript, transcription
    COPY-PASTE FIX
    ai, audio, transcript, transcription, self-hosted, offline, privacy, application, web-app
  • lowreadme#3
    Explicitly contrast Scriberr as an application vs. libraries

    Why:

    COPY-PASTE FIX
    Add a sentence to the README's introductory section, such as: 'Unlike many speech-to-text libraries or APIs, Scriberr provides a complete, user-friendly web application for end-to-end audio transcription and management, all self-hosted.'

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 rishikanthc/Scriberr
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Whisper
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Whisper · recommended 1×
  2. Vosk · recommended 1×
  3. Mozilla DeepSpeech · recommended 1×
  4. Kaldi · recommended 1×
  5. Coqui STT · recommended 1×
  • CATEGORY QUERY
    What are good open-source tools for private, self-hosted audio transcription?
    you: not recommended
    AI recommended (in order):
    1. Whisper
    2. Vosk
    3. Mozilla DeepSpeech
    4. Kaldi
    5. Coqui STT

    AI recommended 5 alternatives but never named rishikanthc/Scriberr. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I transcribe audio offline without sending data to a cloud API?
    you: not recommended
    AI recommended (in order):
    1. Whisper (openai/whisper)
    2. Vosk (alphacep/vosk-api)
    3. Mozilla DeepSpeech (mozilla/DeepSpeech)
    4. Kaldi (kaldi-asr/kaldi)
    5. Picovoice Rhino Speech-to-Text Engine

    AI recommended 5 alternatives but never named rishikanthc/Scriberr. 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 rishikanthc/Scriberr?
    pass
    AI named rishikanthc/Scriberr explicitly

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

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

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

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rishikanthc/Scriberr — 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