One page for every baking ingredient swap, especially for gluten-free bakers.
Build 300+ programmatic SEO pages with AI on a niche site: $38K in year one
AI makes it cheap to build hundreds of pages that each answer one exact question, and that traffic also feeds affiliate posts and retargeting ads.
Figures as shared by the creator · source
From @milkstarz on Reddit · Mar 2026
The Short Version
- What: A software engineer and his partner ran a baking-swap site on paid ads, then built 300+ pages with code and AI tools while he kept his full-time job, one for every ingredient and every swap.
- Result: He reported 700K Google impressions, 2,700 clicks, 20 toolkit sales, 1,600 newsletter sign-ups and $38,000 in revenue in year one, with daily views up from 1–2K to 4–5K and a 7,000+ day (Reddit, r/SideProject, Mar 2026).
The workflow
Where & With What
What They Did
- 1The moveA software engineer and his partner ran a baking-swap site on paid ads, then built 300+ pages with code and AI tools while he kept his full-time job, one for every ingredient and every swap.
- 2Step 2Pick a niche with thousands of exact questions
- 3Step 3Generate one page per question
- 4ResultHe reported 700K Google impressions, 2,700 clicks, 20 toolkit sales, 1,600 newsletter sign-ups and $38,000 in revenue in year one, with daily views up from 1–2K to 4–5K and a 7,000+ day (Reddit, r/SideProject, Mar 2026).
Quick Answers
What tools do you need?
Just the platform account.
How much does it cost?
No paid tools needed: this case uses only the platform itself, which is free to join.
Is it allowed?
Follow the platform rules and disclose ads.
Watch out: Self-reported, and revenue mixes ads-driven sales with SEO. It took about seven months before Google traffic arrived.
Try It Yourself
(Our template, not the creator's prompt.) Design a programmatic page template for "[ingredient] substitute in baking": ratio, how it changes texture, 3 tips, a gluten-free note and links to 3 related swaps.
Your first step
Paste the prompt into your AI assistant and swap the [brackets] for your own niche.
Full write-up & sources
More detail: After months of nothing, Google started ranking them, and they added Amazon-affiliate blog posts ("best almond flour brands") that link back to the swap pages.
Source: @milkstarz on Reddit · Mar 2026. Summarised in our own words; figures as shared by the creator or shown on the platform. Updated .
