What is a practical framework for competitor content gap analysis?

Short answer: The practical framework has four steps: a SERP-based competitor set, a page and query inventory, classification of the gaps, and prioritization by business value. The goal is not a long list but a clear production order.

The four-step framework

• Derive the competitor set from the SERPs: a competitor is whoever actually ranks for your target queries, not whoever appears on an industry list.
• Inventory: map the queries competitors rank for against your own page map; every unmatched row is a candidate.
• Classify the gaps: topic gap (no page), intent gap (wrong page type), depth gap (weak content), format gap (missing video, tool, or table).
• Prioritize: gaps with high commercial value and low production effort come first.

Repeat the framework quarterly: SERPs change, and gap analysis is not a one-time audit but a continuous input to the content plan. The impact of every closed gap is measured against the visibility line recorded before publication.