Between 3 and 5 months for a single-site SME, including the consultancy. On the company side, allow 1 to 2 person-days per month during the engagement. The longest phase is data collection (purchases, mobility, energy). Calculation and analysis are quick once collection is sound.
Read the source article: Scope 3: definition, 15 categories and calculation method