Sales Lag
How long from ad exposure to closed sale — the number that sets minimum test length and how far to shift outcomes when fitting budget curves.
Deal mode is the reliable read. CRM timestamps give day-level resolution no matter how coarse your marketing reporting is. Export one row per lead/opportunity with its created date and close date (leave close date blank for open deals — including them keeps the curve honest about deals still in flight).