Performance Marketing Agentic Workflows

Recommend optimal budget allocation across channels based on historical performance, efficiency metrics, and business constraints.

budget_allocator

Audit campaign structure, spend efficiency, tracking, creative, audiences, and bidding across all active channels. Returns prioritized findings with estimated impact.

campaign_audit

Design a structured creative test using the 3-3-3 framework. Outputs test matrix with hypothesis per cell, success criteria, kill rules, and measurement plan.

creative_test_designer

Design an incrementality test with power calculation, market selection, duration, and analysis methodology. Supports geo-lift, platform lift, and on/off tests.

incrementality_test_planner

Build a keyword universe from product brief. Outputs clustered keyword list with intent classification, match types, and Keyword Opportunity Scores.

keyword_research_engine

Score a landing page across 7 friction types using severity-weighted rubric. Outputs prioritized fix list with expected conversion lift.

friction_audit_engine

Build a complete media-context.md from structured business inputs. Interactive workflow that asks follow-up questions for missing fields.

media_context_builder

Analyze placement report for MFA risk, viewability issues, and quality scoring. Outputs exclusion list, allowlist recommendations, and quality scores.

placement_audit_bot

Generate Responsive Search Ad headlines and descriptions from a product/offer brief. Outputs 15 headlines and 4 descriptions per ad group following proven frameworks.

ad_copy_generator