David Sacks introduced burn multiple in an October 2020 essay called 'The Burn Multiple', proposing it as a single number to replace the messier toolkit of CAC, payback, and magic number. The framework caught on quickly after the 2022 software correction, when efficiency replaced growth-at-all-costs as the dominant board narrative.