Trend Lab
The lab ranks trend candidates by velocity, intent, competition, confidence, and fit for a public AI growth automation portfolio.
A checklist for teams that want to find broken handoffs before adding more AI agents.
Source signals
Distribution draft
Most teams do not need more agents first. They need to audit where the existing workflow leaks context.
A practical structure for pages that want to be quoted by answer engines.
Source signals
Distribution draft
GEO pages need extractable answers, visible entities, and source-backed claims. This checklist turns that into a review pass.
A scoring model that blocks thin pages before they reach the sitemap.
Source signals
Distribution draft
Programmatic SEO only works when page generation has a real quality gate, not just a template loop.
A weekly reporting format for tracking answer-engine mentions and citation readiness.
Source signals
Distribution draft
AI visibility work needs a weekly report that separates page quality, index status, and answer-engine evidence.
A systems diagram for going from trend signal to published and reviewed pages.
Source signals
Distribution draft
A content automation system is not a content generator. It is a measured pipeline from signal to review.