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Resources

The playbook forhow India sells online.

Benchmarks, guides and product updates from 125+ brand engagements across Quick Commerce, marketplaces and D2C.

Insights

Reading the Indian retail stack.

Guides

Practical, role-by-role.

Benchmark report

The Cost of Fragmented Data, 2026.

The benchmarks behind our ROI model, drawn from 125+ India brand engagements across FMCG, Beauty, Fashion and Food.

  • 8–12% of GMV lost to Quick Commerce stockouts
  • 15–25% of marketing spend wasted on OOS / low-margin SKUs
  • 2–4% margin eroded by price-parity violations
  • 3–5 day average competitor-response lag
Apply it to your brand →
Where GMV leaks
Stockouts8–12%
Ad waste15–25%
Parity2–4%
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