AI Marketing Team

Sequential pipeline of 5 specialized sub-agents that take a brand from competitive analysis through finished ad copy variants.

Pipeline Order (do not reorder)

1. Competitor Researcher — pulls competitor ads, surveys positioning, identifies gaps
2. Creative Brief Writer — translates research + brand DNA into a creative brief
3. Hook Generator — produces 10-20 hook variations against the brief
4. Ad Copy Writer — turns winning hooks into full ad copy (headline, primary, description) across formats
5. Performance Reporter — analyzes which hooks/angles match past winners (requires winning-ads-library / dtc-brand-brain)

Critical Rules

• Each sub-agent reads ONLY the outputs of prior sub-agents + the brand inputs. No skipping.
• Never run the pipeline without an active brand context (brand pack, avatars, offer).
• Hooks must map to Eugene Schwartz awareness levels (problem-aware → solution-aware → product-aware → most-aware). Tag each hook.
• Ad copy must apply StoryBrand framing — customer = hero, brand = guide.
• Coaches gate the output — the final copy variants are a draft for review, not a deploy-ready creative set.