https://shipgtm.substack.com/
In this episode Cameron and Aman unveil an approach to programmatic SEO that’s transforming how niche websites can scale rapidly while maintaining complete uniqueness.
In this episode, Cameron shares how he’s building Candidate Index — a one-stop resource for U.S. midterm candidates — using open data APIs, AI-powered enrichment, and SEO automation.
You’ll discover the strategies behind creating topical clusters that rank on autopilot, the tools to scrape and verify data sources, and the workflows that turn raw info into dynamic, Google-friendly pages.
We break down how to craft a resilient, future-proof SEO engine without risking penalties or duplication issues. Cameron and Aman discuss the delicate challenges of avoiding hallucinations in AI summaries, ensuring data accuracy, and maintaining website health — all while keeping costs under $100 a month. Plus, they reveal the tech stack, from Vercel workflows to content management, that makes this scalable project possible.