Eli Schwartz

Product-led SEO (Eli Schwartz, 2022) argues that the best SEO strategies are built into the product, not bolted on. The framework has three parts: (1) understand the search intent of your target users before building features, (2) build product pages that naturally attract the queries your users have, and (3) measure SEO success in business outcomes (revenue, signups), not rankings or traffic vanity metrics. This is in contrast to traditional SEO which optimises for keyword rankings in isolation.

Programmatic SEO generates pages at scale from structured data. Key quality gates: (1) each page must answer a distinct, specific query, (2) at least 40% of page content must be unique (not templated), (3) structured data must be accurate and verifiable. The main risk is thin content: Google's helpful content update penalises sites where a large share of pages fail the 'does this page provide unique value?' test. Mitigation: enforce a minimum unique-content ratio per template before publishing.