---
title: "This Is How You Find AI Startup Ideas. The Boring (but right) Way"
description: "5 source-backed AI claims from This Is How You Find AI Startup Ideas. The Boring (but right) Way, with key statistics, context, and the original AI Adopters…"
url: "https://kbanc.com/claims-library/how-to-find-ai-startup-ideas-the-boring-right-way"
source: "https://aiadopters.club/p/stop-hunting-ai-startup-ideas"
date: "2026-07-31"
topics: ["strategy", "business", "implementation"]
generated: "2026-09-19"
---

# This Is How You Find AI Startup Ideas. The Boring (but right) Way

By Kamil Banc | July 31, 2026

## Claims

1. **Micro-SaaS Revenue Reality**: About 70% of micro-SaaS products earn under $1,000 in monthly recurring revenue.
2. **Wrong Workflow Selection Fails**: Most AI startup ideas fail because founders pick workflows nobody was actually suffering over.
3. **Employee Advantage Explained**: Employees have domain knowledge, workplace access, and a salary that outsiders spend years trying to acquire.
4. **Conversations Beat Estimates**: Conducting ten conversations with people doing the actual task beats relying on AI-generated estimates.
5. **Build Minimum Viable First**: Founders should build the smallest viable version handling the ordinary case correctly before expanding features.

## Evidence

### Quote
> "Writing the software got cheap. Knowing which two hours of somebody's Tuesday are worth deleting did not." - Kamil Banc

### Key Statistics
- **70%**: Percentage of micro-SaaS products earning under $1,000 monthly recurring revenue, according to Freemius revenue data.
- **18%**: Share of micro-SaaS products earning between $1,000 and $5,000 in monthly recurring revenue.
- **1%**: Top percentile of micro-SaaS products that clear $50,000 in monthly recurring revenue.
- **$250m**: Annual revenue generated by Filterbuy, the air filter company built from a family machinery business using targeted AI.

## Context
The article's methodology centers on direct validation over speculative estimation, urging founders to conduct ten structured conversations using the prompt 'Walk me through the last time you did this' to surface hidden workarounds and shadow processes. This practitioner approach favors internal domain expertise—leveraging one's current job, colleagues, and employer as a free testing ground—over external market research or trend-chasing on platforms like Product Hunt. The recommended framework emphasizes building minimal viable solutions for ordinary use cases first, then expanding only when users independently request additional features. Success is measured by either operational efficiency gains within one's own team or validated market-wide demand justified by paying customers from other companies.'

## Source
- Original: [This Is How You Find AI Startup Ideas. The Boring (but right) Way](https://aiadopters.club/p/stop-hunting-ai-startup-ideas)
- Cite: kbanc.com/claims-library/how-to-find-ai-startup-ideas-the-boring-right-way