1. SERP Research
1 topic input triggers 1 SerpAPI call and captures related searches, questions, and suggestions.
AI SEO Pipeline MVP
Research once per topic cluster, generate many high-quality articles.
Content Engine runs one SERP call for each base topic, builds keyword clusters and title ideas, generates long-form SEO articles, then lets editors approve and publish to internal blog and Dev.to.
2. Cluster + Articles
OpenAI creates cluster titles and keywords, then generates 1200-1500 word articles using shared topic context.
3. Review + Publish
Editors update drafts, approve/reject, publish internally, and optionally post on Dev.to with canonical URL.
Implementation Stack
Next.js App Router, Tailwind CSS, MongoDB + Mongoose, OpenAI, SerpAPI, Dev.to API.