Sam clarified that the work should benefit the firm, not be a fun audience experiment. The goal was to make marketing more granular across Google Ads, Meta, GA4, and related reporting while avoiding risky or low-value audience uploads.
scripts/export-marketing-activation-dry-run.mjs in the canonical Litify project.scripts/export-marketing-activation-dry-run.test.mjs with unit coverage for identifier hashing, signed-retainer priority, Meta payload hashing, GA4 hold behavior, cohort output, and state normalization.docs/marketing-activation-dry-run-2026-06-03.md as the handoff and runbook.LITIFY_ORG for the last 730 days.output/marketing-activation-dry-run/2026-06-03T15-49-51-387Z/.google-ads-click-conversions-dry-run.json