Narrative

Programmatic SEO Content Generation Engine

Scaling organic search content across thousands of commercial keywords manually takes months of copywriter bandwidth and easily triggers Google search duplicate content penalties.

Next.jsProgrammatic SEOLangChainPrismaPostgreSQL

What Was Broken

How It Was Built

Combined relational seed data with Next.js ISR and graph algorithms to compile thousands of pages with valid Schema.org microdata, enforced canonical tags, and minimum 3-link internal connectivity meshes.

What Changed

Generated thousands of unique, high-intent indexable landing pages with 100% valid schema markup and zero duplicate title collisions.

Common Questions

Every candidate page title and primary heading is embedded and checked against existing published URLs in the database; any similarity above 0.85 requires human review.