CalcHub
AI Integration into Processes
Challenge
Long-tail calculator searches are high-volume with minimal competition in the results. The challenge was building a system that could ship one complete, content-rich calculator category per week — fast enough to keep pace with the opportunity, consistent enough to compound over time.
What we built
We built a static-first hub where each calculator is fast, self-contained, and content-rich — no signups, no popups, just the answer plus the explanation. The LLM-assisted content pipeline generates copy and explanation text per category; the component library handles the calculator logic. The horizontal pattern is the product: same template, new vertical, one per week. Live at usecalchub.com.
Result
The site is live at usecalchub.com and receives steady organic traffic from long-tail search. The horizontal cadence — same template, new vertical — is what makes the model work: each new category adds independently rankable content with minimal incremental effort.
Tech used
- Astro static site
- LLM-assisted content pipeline
- Component library for calculator logic
- SEO-optimised per-category pages
- Weekly horizontal cadence
delivered within 7 days