Expert-quote bank: Indian e-commerce 2026

"There's no universal 'good ACOS'. For new launches, 35-45% in the first 60 days is healthy if you're seeding reviews. Once you cross 100 reviews and review-velocity stabilises at 8-10/week, blended ACOS should compress to 18-24% for beauty, 8-14% for accessories, and 3-7% for hero electronics. The metric to obsess over isn't ACOS — it's TACoS (Total Ad Cost of Sales) trending down quarter-on-quarter."

"No. Q-commerce only works if your AOV is between ₹120 and ₹450 and your repeat-purchase cycle is under 30 days. Outside that band, you'll bleed margin to pick fees and dark-store rentals. Beauty samples, F&B impulse SKUs, and grooming essentials win. Furniture, premium electronics, and high-AOV apparel don't. Test one platform with 3 hero SKUs for 90 days before scaling."

"Both, but in sequence. Start Flipkart Fashion if your AOV is under ₹800 and you're targeting tier-2/3 — 3× the volume vs Amazon Fashion in those PIN codes. Move to Amazon by month 6 once you have a brand following — Amazon's brand-search behaviour rewards established brands. Add Myntra by month 9 if you cross ₹1,200 AOV. Skip Ajio until ₹3Cr/yr ARR — onboarding overhead doesn't pay back at smaller scale."

"Amazon UAE first, not US. UAE has lower CPCs (avg $0.42 vs $1.18 in US), higher AOV in beauty/grooming, and a buyer profile that mirrors premium Indian D2C. UK second — most mature European market with 2-3× ARPU vs India. US is only worth the regulatory + ads burn after you cross ₹15Cr/yr in India. The brands that fail globally usually skip UAE and try US first."

"Set ad-budget as 9-12% of GMV in steady-state. New launches need 18-25% for the first 90 days to seed reviews and rank. The single biggest mistake we see is brands setting a fixed monthly budget — Amazon ads must scale with GMV, not against a calendar. If your TACoS is below 14% on a steady week, you're underspending and leaving share on the table."

"Hire in-house if you have one platform and one category — a senior performance marketer earns their salary. Hire an agency the moment you cross 2 platforms, 3 categories, or expand globally. The combinatorial complexity of multi-marketplace operations breaks most in-house teams between ₹5Cr and ₹15Cr ARR. That's the agency window. Above ₹50Cr, you usually need both — agency for scale, in-house for speed."

"Only for brands with surplus inventory or institutional-grade SKUs (cleaning, F&B, electronics, IT consumables). GeM has a long sales cycle (60-180 days), low margin (12-22%), but zero customer-acquisition cost and 100% prepaid. The unit economics work if you treat GeM as an inventory-clearance + B2B channel — not as a primary D2C surface."

"Inventory: T-90 days. Creative: T-60. Ads structure: T-45. Pricing strategy: T-30. Brands that decide their BBD plan in September lose. The discounting depth, inventory inbound timing, deal-of-day approval, and ads ramp need 12 weeks minimum. We've seen 4× spike for prepared brands and -8% YoY for unprepared ones in the same category."