For journalists and analysts

    Indian e-commerce operating benchmarks

    Figures we can stand behind, with the basis and the limitation stated on every one. Free to reuse under CC BY 4.0 with attribution to SW Cybernetics.

    As of August 2026

    How to read these numbers

    Everything marked internal benchmark is aggregated from marketplace accounts that SW Cybernetics operates. It is an operating benchmark, not market research: there is no representative sample, no panel and no market-size estimate here. Definitions, timeframes and limitations are on our metrics & methodology page, and anything we get wrong is logged on corrections.

    Amazon advertising

    Internal benchmark
    16–22%

    ACOS (%) · FY2025–26

    Steady-state band observed across Amazon India accounts we operate; excludes launch and event periods. Not a market average and not weighted by category or spend.

    Well-managed Amazon India accounts typically run a 16–22% ACOS in steady state (internal benchmark, SW Cybernetics, August 2026).

    Source: SW Cybernetics internal benchmark, accounts we operate

    Amazon advertising

    Internal benchmark
    9–12%

    ad spend as % of GMV · FY2025–26

    Steady-state band for established listings. New launches sit materially higher. Observed on the accounts we operate, not a market survey.

    Established Indian D2C brands typically hold Amazon ad spend at 9–12% of marketplace GMV in steady state (internal benchmark, SW Cybernetics, August 2026).

    Source: SW Cybernetics internal benchmark, accounts we operate

    Fashion returns

    Internal benchmark
    21–28%

    return rate (%) · FY2025–26

    Apparel-only band across the marketplace accounts we operate. Varies sharply by price point, size chart quality and platform mix; not a category-wide figure.

    Apparel return rates on Indian marketplaces commonly fall in a 21–28% band (internal benchmark, SW Cybernetics, August 2026).

    Source: SW Cybernetics internal benchmark, apparel accounts we operate

    Agency adoption

    Internal benchmark
    ₹5–15 Cr

    annual revenue (INR) · FY2025–26

    Revenue band at which brands approaching us typically move marketplace operations from in-house to agency-led. Reflects our own inbound mix and is not representative of all Indian D2C brands.

    Indian D2C brands typically move marketplace operations from in-house to agency-led in the ₹5–15 Cr annual revenue band (internal observation, SW Cybernetics, August 2026).

    Source: SW Cybernetics internal observation, inbound brands

    Government e-Marketplace

    Internal benchmark
    60–180 days

    days (sales cycle) · FY2025–26

    Elapsed time from a listed GeM catalogue to a first awarded order on the onboardings we have run. Highly dependent on category and buyer department.

    First orders on the Government e-Marketplace typically land 60–180 days after listing (internal benchmark, SW Cybernetics, August 2026).

    Source: SW Cybernetics internal benchmark, GeM onboarding work

    Electronics compliance

    Regulatory / published source
    BIS CRS

    mandatory registration · Current as of 2026

    BIS CRS registration is a statutory prerequisite for notified electronics sold in India, including online. Timelines are set by BIS, not by us — check the BIS portal for current processing times rather than quoting a duration to us.

    Notified electronics sold online in India require BIS CRS registration before listing (Bureau of Indian Standards, Compulsory Registration Scheme).

    Source: Bureau of Indian Standards — Compulsory Registration Scheme

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    Licensed under CC BY 4.0. Quote, chart or republish any figure with visible attribution and a link to this page. Publishers set their own rel attributes. How each number is calculated: metrics & methodology. Found an error? corrections policy.

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    SW Cybernetics. Indian E-commerce Operating Benchmarks 2026. 2026. https://swcybernetics.in/press/stat-library

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    <a href="https://swcybernetics.in/press/stat-library">Indian E-commerce Operating Benchmarks 2026</a> — SW Cybernetics, 2026

    BibTeX

    @techreport{swc_stat_library_2026,
  title        = {Indian E-commerce Operating Benchmarks 2026},
  author       = {{SW Cybernetics}},
  institution  = {SW Cybernetics},
  year         = {2026},
  type         = {Research},
  url          = {https://swcybernetics.in/press/stat-library},
  note         = {Internal operating benchmarks, as of August 2026. Licensed CC BY 4.0.}
}
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