Ideas Pricing Method

Startup ideas with revenue receipts, reverse-engineered from founder interviews.

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Index

30 of 406 ideas

TierT1 T2 T3EvidenceVerified Founder Creator UnprovenEvergreen Window

Category ↓

AI Content AI E-commerce AI Service AI Website Consumer App Digital Publishing Directory Site Ecosystem Tool Platform Plugin SaaS Scale Reference Simple Tool ⚠️ Cautionary Tale

RevenueIdeaCategory · Evidence · Difficulty

Snap a photo of your food, and AI tells you how many calories are in the meal

The Viral App Monetization Machine (100 Apps Dissected)

The truth behind Cal AI & co.'s $2M/mo: long onboarding + a 3-screen paywall + annual-only trials + 500 ads running at once

Showing the first 50 in full. A free account opens all 406.

Create free account

Consumer AppT2

Consumer App

Mine Marketing (Selling Websites to Local Businesses)

The "website liquidation" play: give the site away free, charge only hosting, then upsell a value ladder all the way to $7,000/mo

Review Harvest (Local-Business Review SaaS)

A white-labeled GoHighLevel Google-review tool: 23 years old, $36K software MRR + $32K affiliate commissions

Peptide Tracker App (Pep AI / Peptide AI)

Riding the window where 'peptides' blew up on TikTok with no mature app on the market: two weeks of vibe coding built a subscription app for safe dose calculation + injection-site logging + education — $50K revenue in 7 weeks

SiteGPT (AI Website Chatbot + Free-Tool SEO Playbook)

Give your website a 24/7 AI brain — and siphon free Google traffic with dozens of free mini-tools

Bank Statement Converter

A website that does exactly one thing: turn PDF bank statements into Excel spreadsheets in one click

Payout (Class-Action Claim Discovery App)

Discovers the class-action settlements you qualify for and generates the claim form to get you paid — in one tap

Locked (Gamified Focus App)

Turns self-improvement into a game of XP grinding and leaderboard climbing, aimed squarely at Gen Z's “quit brain rot” pain point — cold-started from zero to $14K/mo on pure influencer promos (manually DMing 5,000-10,000 creators).

EUform (Typeform-Alternative Form Builder)

Invent nothing — find a validated million-dollar market (Typeform), copy it, fill the feature gaps it never solved, undercut on price, and ship a one-click migration tool. $11K/mo in 2 years.

$34,000-35,000/moT2

Cursor Directory (cursor.directory)

Spotted mid-flight that Cursor developers had nowhere central to find “rules,” hacked together a directory site in 3 hours after landing, and rode X + Hacker News + organic YouTuber coverage to $34-35K/mo at 99.8% margin — on 3 hours of maintenance a month.

Directory SiteT2

Real-Time Bus & Metro Tracker App (Mumigo)

A solo-built real-time bus/train tracker covering 160+ cities, downloaded 5.2M times, grown to $30K/mo in subscriptions on free App Store keyword optimization (ASO) alone.

AI YouTube Scriptwriting Tool (Subscribr)

An AI scriptwriting SaaS for YouTube creators built on selling before building — $20K pre-sold before the product existed, then 4,000+ customers, ~$30K/mo, and $700K in annual sales inside 18 months.

AI Amazon Product-Research Tool (Launch Fast)

A non-technical Amazon seller built an AI product-research tool in 48 hours with Cursor, then borrowed someone else's distribution — a rev-share deal with a coaching company sitting on thousands of students — and hit ~$21.8K/mo in 90 days.

The App-Idea Validation Framework That Prints Money (Posted / PuffCount, Stephen Builds)

Stephen has shipped hit app after hit app, and he's publishing his four-step idea-validation framework. Posted is doing $90K/mo right now; his last one, PuffCount, hit $44K/mo before he sold it. The core of the method: marketing is 90% of the outcome.

Long Video Into Viral Shorts (Opus Clip / Agent Opus)

Automatically cuts long videos, articles, and podcasts into multiple viral social shorts — and has since evolved into a multi-agent “AI director” that produces an entire video end to end.

Enterprise AI Support Agent Platform (Chatbase)

Train a company a conversational AI agent wired into all of its content and systems (CRM / Stripe / APIs), then let it carry support, sales, onboarding, and lead capture across every customer touchpoint.

AI Coloring Books on Amazon KDP (AI Coloring Books / tool: Kittl)

Generate coloring-book covers, interiors, and A+ content with AI, pick the niche with precision, publish to Amazon KDP — two books cleared $10,155 in a year.

Digital PublishingT2

Digital Publishing

Influencer-Partnered App Venture Studio (Ambitious Labs Venture Studio / Aleem)

White-label a SaaS or app for mid-tier influencers who already monetize, then run a subscription business on their existing traffic.

Uneed Launch Platform (Uneed / Product Hunt alternative, Thomas)

An indie-hacker launch platform shipped exactly when Product Hunt had everyone furious — the first product to work after 30+ failures.

Directory SiteT2

Goji Berry AI — Intent-Based LinkedIn Lead-Gen SaaS (Goji Berry AI, Roman)

A SaaS that pulls high-intent LinkedIn leads and automates the outreach — 11M impressions from telling stories on Reddit, $30K MRR in 6 months.

NoFap / Men's Self-Improvement App (Jaxon)

A self-improvement app that helps guys quit porn by replacing the bad habit instead of white-knuckling it

⚠️ Cautionary TaleT2

⚠️ Cautionary Tale

A browser extension that turns any foreign-language YouTube video into native-language subtitles with one click, right inside the player

Platform PluginT2

Platform Plugin

Rook · Turnkey AI-Avatar Finance Channel

Using the Rook (Roocast) agent to one-tap generate long-form AI-avatar finance videos from a phone, stitching two viral topics together — $47K in a little over two months, peaking at $6,000+ in a single day

⚠️ Cautionary TaleT2

⚠️ Cautionary Tale

8,500 paying c…T2

ScoreApp (Quiz Funnel SaaS)

Take the agency work of "building scorecard assessments for clients" and productize it into self-serve SaaS

Packager (Intune Deployment SaaS)

A browser tool that lets IT admins deploy apps to Microsoft Intune in one click — so boring nobody copies it, yet it makes $60K/mo

Binge Central (faceless long-form compilation channel)

One faceless compilation channel, 500 million long-form views, $2.3 million in lifetime AdSense — built entirely by copying a competitor's video and making it 10% better.

Digital PublishingPROT2

Digital Publishing

A vibe-coding platform built entirely on daily live streams — the founder codes the product on camera every day and the audience becomes the customer base

Obsidian Companion App Portfolio (SyncMD + HealthMD, Cody Bontecou)

Two tiny iOS apps that plug the gaps in someone else's software — open-sourced on GitHub and still selling on the App Store, doing $433 in thirty days from two Reddit posts and one YouTube video.

Simple ToolPROT2

Digital Media SaaS — Empire Flippers Listing #58078

A contractor turned three clients' repeated requests into a SaaS product, grew it to $883K of exit value on blog posts alone, and never made a single outbound sales call