AI Content Pipeline for Solo Affiliate Sites: The Stack We're Actually Using

This site is built and run by a solo operator using AI agents (Claude Code) for research, drafting, and publishing. This guide is the map of that pipeline — what each stage does, and which tools sit in it. We’ll link out to individual tool reviews and comparisons as we actually test each one; until a review carries the “tested firsthand” badge, treat any tool mention here as a research note, not a recommendation.

The five stages

1. Research — finding underserved, high-intent keyword clusters instead of chasing head terms we can’t win.
2. Brief / outline — turning a keyword into a content brief with a clear angle.
3. Draft — AI-assisted first draft, written to the brief.
4. Firsthand verification — the stage that can’t be skipped: actually using the tool being reviewed, with screenshots and specifics, before anything gets marked as tested.
5. Publish & monitor — shipping via Git-based deploys, then watching Search Console data to decide what to expand or rewrite.

Why this order matters

Google’s 2026 core updates have specifically targeted “scaled content abuse” — pages generated in bulk without editorial oversight. Stage 4 above exists specifically to avoid that outcome. Nothing here is published purely from spec sheets or secondhand summaries.

We’ll expand this guide with links to individual reviews and head-to-head comparisons as they’re published.

Tools mentioned in this guide