RRepoGEO

REPOGEO REPORT · LITE

Nutlope/notesGPT

Default branch main · commit 57b92f16 · scanned 5/21/2026, 4:42:56 PM

GitHub: 2,134 stars · 375 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
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 Nutlope/notesGPT, 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 H1 and opening paragraph to specify 'AI Voice Note App Template'

    Why:

    CURRENT
    <h1 align="center">notesGPT</h1>
<p align="center">
  Generate action items from your notes in seconds. Powered by Convex, Together.ai, and Whisper.
</p>
    COPY-PASTE FIX
    <h1 align="center">notesGPT: AI Voice Note App Template</h1>
<p align="center">
  A full-stack template to record voice notes, then automatically transcribe, summarize, and generate actionable tasks using AI. Powered by Convex, Together.ai, and Whisper.
</p>
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    voice-notes, ai, transcription, summarization, task-management, full-stack, nextjs, convex, whisper, together-ai, template, voice-memo
  • mediumreadme#3
    Explicitly state the 'Deploy Your Own' section is for a full-stack template

    Why:

    CURRENT
    You can deploy this template by setting up the following services and adding their environment variables:
    COPY-PASTE FIX
    This repository serves as a ready-to-deploy full-stack template for your own AI voice note application. To get started, set up the following services and add their environment variables:

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 Nutlope/notesGPT
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
AWS Transcribe
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. AWS Transcribe · recommended 2×
  2. AWS Comprehend · recommended 2×
  3. openai/whisper · recommended 1×
  4. OpenAI GPT-4 · recommended 1×
  5. GPT-3.5 Turbo · recommended 1×
  • CATEGORY QUERY
    How can I automatically transcribe audio recordings and generate actionable tasks from them?
    you: not recommended
    AI recommended (in order):
    1. OpenAI Whisper (openai/whisper)
    2. OpenAI GPT-4
    3. GPT-3.5 Turbo
    4. Google Cloud Speech-to-Text
    5. Google Cloud Natural Language API
    6. AssemblyAI
    7. Deepgram
    8. spaCy (explosion/spaCy)
    9. NLTK (nltk/nltk)
    10. AWS Transcribe
    11. AWS Comprehend

    AI recommended 11 alternatives but never named Nutlope/notesGPT. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a full-stack template to build a voice memo app with AI summarization.
    you: not recommended
    AI recommended (in order):
    1. Next.js (vercel/next.js)
    2. Vercel AI SDK (vercel/ai)
    3. Supabase (supabase/supabase)
    4. OpenAI Whisper
    5. GPT-3.5/GPT-4
    6. Remix (remix-run/remix)
    7. Fly.io
    8. PostgreSQL
    9. Create T3 App (t3-oss/create-t3-app)
    10. tRPC (trpc/trpc)
    11. Tailwind CSS (tailwindlabs/tailwindcss)
    12. Prisma (prisma/prisma)
    13. AWS S3
    14. AWS Lambda
    15. AWS Transcribe
    16. AWS Comprehend
    17. Django (django/django)
    18. Django REST Framework (encode/django-rest-framework)
    19. Google Cloud Platform (GCP)
    20. Speech-to-Text
    21. Natural Language API
    22. Cloud Storage
    23. Cloud SQL
    24. Nuxt.js (nuxt/nuxt)
    25. Nitro (unjs/nitro)
    26. PlanetScale
    27. Vercel

    AI recommended 27 alternatives but never named Nutlope/notesGPT. 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 Nutlope/notesGPT?
    pass
    AI named Nutlope/notesGPT explicitly

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

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

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

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Nutlope/notesGPT — 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