Run end-to-end outreach campaigns

Run end-to-end outreach campaigns with enrichment filtering

Multi-stage prospecting campaigns where enrichment cost varies widely and user feedback refines the funnel in real-time.

• · target audience definition
• · list of candidate prospects
• · filter criteria (title, company size, location)
• · exclusion principles

• · ranked prospect list (post-enrichment)
• · disqualified.md tracking document
• · campaign performance metrics

• · AskUserQuestion tool
• · Web search agents (Haiku)
• · Chrome profile lookup API

• · Campaign goal and audience defined
• · Initial filter criteria captured
• · User sign-off obtained on pipeline design

• · Wasted enrichment on pre-filtered candidates if checkpoints not placed correctly
• · ICP leakage if disqualification principles not enforced before enrichment
• · Assumes user is available for manual checkpoints mid-campaign

• · Fractal design pattern (pipeline, stage, decision levels scale consistently)
• · Explicit cost-classification framework (free/cheap/expensive/manual)
• · Living disqualified.md prevents rework on cut candidates
• · Checkpoints prevent enrichment waste