Build Micro-SaaS with AI Coding Tools

01 / THE THESIS

Why this edge exists

AI coding tools reduce the cost of prototyping, but they do not create distribution, product judgment, security, or support. The viable edge is a narrow workflow learned through direct access to users, not a broad feature list generated quickly.

02 / THE BUYER

Who is most likely to pay

Choose a role with a repeated task and a reachable community: recruiters preparing candidate packets, property teams standardizing inspection notes, agencies assembling client approvals, or field operators reconciling specific records.

03 / THE OFFER

Package the first result

Begin with a concierge version that delivers the outcome manually with AI assistance. After three paying users repeat the same request, build only the stable input, transformation, review, and export path they already value.

04 / VALIDATION

Run the smallest credible test

1. Observe the workflow with five target users.
2. Charge for a manual or spreadsheet-backed version.
3. Document repeated inputs, exceptions, and outputs.
4. Build one end-to-end job with review and export.
5. Measure activation, completion, retention, support load, and unit cost.