Find a query pattern with real search demand and a dataset behind it (e.g. '[tool] vs [tool]', 'best [gear] for [use case]').
Collect and clean the dataset (specs, prices, features) in a CSV; this is your moat.
Design one excellent page template with tables, pros/cons and a clear verdict.
Use the AI API to generate unique narrative sections from each row; review a sample by hand.
Build static pages with Astro, deploy to Cloudflare Pages, submit sitemap to Search Console.
Join relevant affiliate programs; add disclosures. Refresh data monthly with a script.

What's automated vs. the human 5%

🤖 The machine does

Page generation and copy
Data refresh and deploy
Internal linking and sitemaps

🧑 You still do

Dataset quality and editorial review
Choosing query patterns
Link building and outreach

Overview

Programmatic SEO is the ultimate leverage play when done well: one template × one dataset = hundreds of pages. Done badly, it’s exactly what Google’s spam policies target.

Costs

Very low: a domain and some API usage. Your time goes into the data and template.

Realistic income

SEO is slow and unpredictable. Many new sites get little traffic for 6+ months. Sites that do rank in commercial niches can earn hundreds to a few thousand dollars monthly from affiliate commissions, highly dependent on traffic quality.

Risks

Google’s “scaled content abuse” policy — pages must add real value, not just reword data.
Algorithm updates can wipe traffic overnight.
Affiliate rate cuts and program terminations. Always disclose affiliate links (FTC).

*Income figures are illustrative ranges based on public pricing and typical outcomes reported by practitioners, not guarantees. Most new online businesses earn little or nothing at first. Not financial, legal or tax advice.