Field notes on AI businesses

See how people
turn AI into income.

Explore what they built, who paid, and how the first sale happened.

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Business casebook

Updated 11/9 10:17 UTC+8

211 cases collected

Software product

AI contract review tool

AI contract review provided as a subscription service.

Revenue

$12,073 MRR, up 83% year over year
@Youngdutts
Development service

Short-Term Rental Data Dashboard

Presenting client business metrics using PriceLabs data.

  • Claude
  • PriceLabs API

Acquisition

A client dashboard built in about 30 minutes
@AiWithAngus
Automation service

Coaching Inquiry Follow-Up Assistant

Automatic inquiry replies and personalized follow-up for a coach.

  • Zapier

Acquisition

Built inquiry replies and personalized follow-up
@WalidAjao
Software product

Firestarter AI

An AI dating coach for individual users.

Revenue

Firestarter AI reached $186 MRR
@MVPNightShyamal
Software product

oPilot

A no-code AI lead-generation tool.

Acquisition

$4,000 MRR within two weeks
@AppTeamo
Automation service

Tiered AI Automation Subscriptions

Ongoing AI automation support offered through service tiers.

Acquisition

Tiered automation plans reached $3,000 MRR
@JonochanScaleup
Design service

AI Product Landing Page

Designing and developing a client's product presentation and conversion page.

Acquisition

An additional $100 client bonus
@olaoyeelijah
Development service

AI Supplier Search Tool

Finding suppliers that match a client's business requirements.

Acquisition

Reported zero client cost per supplier search
@GaneshGhatti6
Development service

Conversational Voice AI Integration

Adding voice conversations to a client's application.

  • Agora Conversational AI Engine

Acquisition

A reported two-hour voice integration
@TechByMarkandey
Development service

Mobile PWA Development

A web application designed for use on mobile devices.

Acquisition

Designed, built and launched a PWA
@PrajwalTomar_
Software product

Independent AI Tool

An independently launched AI subscription tool.

Acquisition

Over $70 MRR one week after launch
@ezzakyyy
Development service

AI-Assisted Web Scraper Development

Developing web scrapers around client data-collection requirements.

Lessons learned

The developer stopped the project
@brian_chastain

Figures are self-reported and unverified. Revenue and profit are labeled separately.Editorial policy →