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The AI Agent inbox for investors. Screens and scores inbound pitches locally, learns from every decision you make.

Project description

Superpitch

PyPI Python License: MIT

Be early in. The local AI agent that screens and scores your inbound pitches.

Free forever to run locally. No account required.


The idea

Early-stage pitching is about telling a story, not sending a fancy PDF. Superpitch makes that story structured — every pitch scored on the same criteria, so you can move fast without missing the ones that matter.

superpitch.dev/yourhandle — a public link founders use to pitch you directly. They fill out a short structured form. Every submission lands in your terminal inbox already scored.


Install

curl -fsSL https://superpitch.dev/install.sh | bash

Or if you already have pipx:

pipx install superpitch

Free vs. cloud

Feature Free (local) Cloud
Score pitches manually
Import from file or stdin
Local model that learns your taste
Local AI explanations (Ollama)
Your public pitch link (/yourhandle)
Auto-sync from web form submissions
Set your thesis (shown to founders)
Email copy to founder + you on submit

The local tool is free forever. Cloud sync — where founders submit via your public link and pitches appear automatically in your inbox — requires a subscription. 30-day free trial, no card required to start.


What you get

Run superpitch and you see your inbox:

  Superpitch  Logged in as you@email.com          Last checked: 5 min ago
  ──────────────────────────────────────────────────────────────────────

  Inbox
  ·····································································
  DATE          COMPANY                        STAGE    SCORE   STATUS
  ·····································································

  2026-03-12    No Lies Told                   Pre-seed   6.8      New
  2026-03-12    Rockafeeler                    Pre-seed   5.4   Opened
  2026-03-10    Widget Co                      Seed       7.2  ✓ Approved

  ──────────────────────────────────────────────────────────────────────
  ↑↓ move  ·  ↵ open  ·  a/r/v decide  ·  u add  ·  q quit

Each pitch is scored 1–10 with sub-scores for team, traction, market, and risk. Open a pitch with enter. Approve, reject, or flag for review with a / r / v.


Getting started with cloud sync

Sign in from the terminal:

/signin

This opens a browser for Google auth, then returns you to the terminal. You'll be prompted to:

  1. Claim a handle — your public pitch link becomes superpitch.dev/yourhandle
  2. Set your thesis — a short note shown to founders before they submit, so they know what you're looking for

After that, share your link. Every pitch submitted through the form appears in your inbox automatically, pre-scored.


Scoring a file or stdin

superpitch pitch.txt
cat pitch.txt | superpitch -

Commands

Inside the app:

Key / command Action
↑ ↓ Move selection
enter Open pitch
a / r / v Approve / reject / review
u Add a pitch manually
/import <file> Import a PDF or text file
/today Filter to today's pitches
/all Show everything
/signin Sign in and set up cloud sync
/signout Sign out
/sync Fetch new pitches now
/thesis Update what founders see on your pitch page
/profile Show current profile and settings
/subscription Manage billing
/install-local Install local AI for score explanations
/upgrade Upgrade via pipx
q Quit

How it learns

Every approve, reject, or review you make is saved as feedback. After 20 new labels the local model retrains automatically. The more you use it, the better it gets at matching your judgment.

Opt in to contribute anonymized decisions to the shared base model — improving scoring for everyone over time.


Local AI explanations

/install-local sets up Ollama + Qwen3-4B on your machine (~2.5 GB, one-time). After that, every pitch gets a plain-English explanation and three follow-up questions to ask before the call. Entirely optional.


For founders

If an investor sent you their superpitch.dev/handle link:

  1. Click the link
  2. Sign in with Google (keeps spam out)
  3. Fill in the form — your company details are saved so future pitches to other investors are pre-filled
  4. Submit — you and the investor both get an email copy

No dashboard, no account to manage. Your saved pitch is there whenever you come back.


Local files

Everything lives in ~/.superpitch/. Override with SUPERPITCH_HOME.

  • models/latest.pkl — current model
  • data/feedback.jsonl — your corrections
  • data/history.jsonl — scored pitch history
  • config.json — preferences and settings

Development

git clone https://github.com/eyoellundberg/superpitch
cd superpitch
pipx install -e .

The product code lives in cli.py and the superpitch/ package. Worker code (Cloudflare) is in the superpitch.dev repo.

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