landing-intent-mismatch-checker
Cadence
2-3 times per week
Objective
Reduce mismatch between query intent, ad promise, and destination page.
Workflow
- •Analyze search terms and ad groups for intent clusters.
- •Flag clusters with high spend and weak conversion outcomes.
- •Recommend negative strategy, ad messaging updates, or landing segmentation actions.
- •Prepare prioritized backlog with expected upside.
Core MCP Tools
- •get_search_terms
- •run_gaql_query
- •list_ads
- •list_keywords
Expected Outputs
- •Intent mismatch map by ad group
- •Action backlog with impact score
- •Suggested copy/keyword fixes
Guardrails
- •Do not assume landing page issues without supporting signals.
- •Separate tracking issues from intent mismatch.
- •Report confidence level per recommendation.