How pages are made

Methodology

The pipeline is designed for an editor who is not yet a laser expert: automate research and drafting, but preserve source logs and claim limits.

Workflow

  1. Search for new products, software releases, pricing questions, and beginner pain points.
  2. Generate long-tail keywords from discovered product or feature names.
  3. Check allintitle counts and top organic results.
  4. Score opportunity based on freshness, SERP weakness, intent clarity, and content differentiation.
  5. Generate a structured article JSON file, then render it as static HTML.

Scoring

The automation prioritizes fresh, low-supply search demand. Strong candidates usually have clear search intent, weak or forum-heavy SERPs, few exact-title results, and a practical beginner angle.

Guardrails

  • No fake testing: articles cannot say "we tested" unless there is a real test log.
  • No official impersonation: brand pages are independent explainers.
  • Source-backed claims: factual product and software details should come from official or dated sources.
  • Cautious safety language: machine settings and materials require verification from manufacturer guidance.