What is COGS?
Cost of Goods Sold
Definition, formula, India benchmarks, and the operator-grade nuance behind it.
COGS is the direct cost of producing or acquiring the goods or services sold by a business. It includes raw materials, manufacturing labor, packaging, and inbound shipping. COGS does not include marketing, sales, or operational overhead — those are opex.
COGS = direct cost to make + ship-in goods.
Excludes marketing, sales, ops overhead (those are opex).
Indian D2C COGS as % of AOV: 30–50% depending on category.
COGS equals the sum of direct costs to produce or acquire goods sold in a period: raw materials, manufacturing, packaging, inbound shipping.
COGS = Materials + Manufacturing + Packaging + Inbound ShippingThe operator's read on COGS
COGS is the most-misclassified line item on Indian D2C P&Ls. Founders often include outbound fulfillment (shipping to customer), which belongs in fulfillment cost not COGS. They also exclude packaging or branded inserts, understating COGS. Honest COGS discipline matters because it determines gross margin, which structurally caps marketing spend. Renegotiating COGS via supplier consolidation is a 5–15% margin lever Indian brands underuse.
India 2026 benchmarks — COGS
- Indian D2C beauty COGS as % AOV: 30–45%
- Indian D2C fashion COGS as % AOV: 35–55%
- Indian D2C food/snacks COGS as % AOV: 50–65%
- Indian D2C jewelry COGS as % AOV: 50–70% (high-material)
- Indian D2C wellness/supplements: 25–40%
Common mistakes to avoid
- Including outbound shipping/fulfillment in COGS.
- Excluding branded packaging or inserts.
- Not allocating manufacturing overhead to per-unit COGS.
- Using purchase cost instead of landed cost (excludes import duty + inbound shipping).
Frequently asked questions
What's a typical COGS value in India?
India 2026 benchmarks vary by category: Indian D2C beauty COGS as % AOV: 30–45%; Indian D2C fashion COGS as % AOV: 35–55%; Indian D2C food/snacks COGS as % AOV: 50–65%. Bands compress in saturated CPM regimes and widen as products move from impulse to considered. The right benchmark for your business depends on stage, gross margin, and channel mix.
What are the most common mistakes when tracking COGS?
Three mistakes recur most often: Including outbound shipping/fulfillment in COGS.; Excluding branded packaging or inserts.; Not allocating manufacturing overhead to per-unit COGS.. The simplest defense is to define each metric explicitly in your reporting playbook and avoid mixing definitions across teams.
How does COGS relate to other unit-economics metrics?
COGS is most useful in context. Pair it with GROSS-MARGIN and CONTRIBUTION-MARGIN to build a complete picture. COGS alone can mislead — the relationship between metrics matters more than any single number.
Should I optimize COGS or accept industry-standard values?
Optimization depends on your stage. Early-stage businesses often have COGS values outside healthy bands and need to fix structural issues (audience, creative, retention) before chasing the metric. Established businesses can compound through marginal improvements. Frameleads' Growth System maps which lever moves which metric in your specific category.
How COGS behaves per industry
COGS is a universal metric, but its band, drivers, and optimisation levers vary by category. Drill into the industry-specific version below for the deep view.
- COGS for Real Estate DevelopersCAC 3,500–35,000 ₹ · CPC 40–280 ₹Open
- COGS for D2C BrandsCAC 250–2,200 ₹ · CPC 8–60 ₹Open
- COGS for B2B SaaS StartupsCAC 15,000–3,00,000 ₹ · CPC 50–1,200 ₹Open
- COGS for Healthcare Clinics & HospitalsCAC 500–15,000 ₹ · CPC 15–250 ₹Open
- COGS for Education & EdTechCAC 400–4,500 ₹ · CPC 12–160 ₹Open
- COGS for Financial ServicesCAC 1,500–20,000 ₹ · CPC 30–950 ₹Open
- COGS for Professional ServicesCAC 800–12,000 ₹ · CPC 20–500 ₹Open
- COGS for Restaurants, Cafes & Cloud KitchensCAC 150–2,500 ₹ · CPC 8–120 ₹Open
- COGS for Fashion & Apparel D2CCAC 200–1,200 ₹ · CPC 10–55 ₹Open
- COGS for Gyms, Studios & Fitness AppsCAC 250–1,800 ₹ · CPC 12–80 ₹Open
- COGS for Automotive Dealers & OEMsCAC 600–4,500 ₹ · CPC 18–120 ₹Open
- COGS for Manufacturing & MSMEsCAC 3,000–35,000 ₹ · CPC 25–220 ₹Open
Questions about COGS
Long-form guides on related topics
Pair this with
Sources & references
Cited primary and analyst sources. Independent of Frameleads' own data.
- IBEF — India Brand Equity Foundation: Indian Industry Reports — IBEF (Ministry of Commerce & Industry)
Sector-level market size, growth, and policy context for Indian industries.
- IAMAI — Internet & Mobile Association of India — IAMAI
Digital advertising industry body; reports on India internet user base, ad spend, and platform shares.
- MoSPI — Ministry of Statistics and Programme Implementation — Government of India
Primary source for India macro-economic indicators (CPI, GDP, household consumption).
- ASCI Code for Self-Regulation of Advertising in India — Advertising Standards Council of India
Mandatory baseline for all advertising claims in India — including digital, influencer, and comparative ads.
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