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AMAZON INDIA CASE STUDY

Bhastra Bags

How listing optimization and Amazon marketing took a multi-category women's bags brand from scattered visibility to consistent page-1 rankings across its catalog on Amazon.in.

  • Amazon listing optimization
  • Amazon marketing (PPC

1,020%

Increase in monthly sales

7x

Higher click-through rate

3.2x

Higher conversion rate

73%

Reduction in ACOS

THE CHALLENGE

Where Bhastra Bags started

Bhastra Bags runs a wide women’s bags catalog on Amazon.in — handbags, tote bags, sling bags, clutches, and backpacks across multiple colourways. The range itself was a strength, but on the marketplace it worked against them: each bag type had been listed independently over time, with no shared keyword strategy, no consistent parent-child structure, and ad spend that wasn’t mapped to which styles actually converted.

 

  • Most SKUs ranked outside page 1 for their core search terms, including high-intent terms like “ladies handbag” and “sling bag for women”
  • Listings mixed English and India-specific search language inconsistently, missing how buyers on Amazon.in actually search
  • Colour and size variations were split across separate listings instead of unified parent-child structures, splitting reviews and ranking signal
  • Main images and A+ content didn’t communicate material, strap length, or compartment layout — details bag buyers check before adding to cart
  • Sponsored Products spend was spread evenly across all bag types regardless of which categories actually converted
  • No dedicated push around festive and wedding-season demand spikes, the highest-intent buying windows for this category in India

OUR APPROACH

What we did

We treated the catalog as one system rather than a set of unrelated listings, and rebuilt it around the two levers that actually move an Amazon India fashion catalog: how each listing is found, and how ad spend gets allocated once it is.

 

Amazon listing optimization

  • Rebuilt keyword architecture for every bag type from real Amazon.in search data, covering both English and Hinglish search phrasing
  • Consolidated colour and size variants into proper parent-child listings to unify reviews and ranking signal per style
  • Rewrote titles, bullet points, and backend search terms around material, strap type, compartment layout, and occasion (office, festive, everyday)
  • Built A+ content modules per bag category with size guides, material close-ups, and cross-category “complete the look” placements
  • Standardized image sequencing across the catalog so every listing led with the same buyer-tested main image style

 

Amazon marketing

  • Restructured Sponsored Products into separate campaigns per bag type, so budget followed proven converting categories instead of being split evenly
  • Built dedicated Sponsored Brands campaigns to drive traffic to the Bhastra Bags storefront ahead of festive and wedding-season demand
  • Shifted keyword targeting from broad match toward exact and phrase match on terms with proven conversion history
  • Ran ongoing negative keyword and search-term audits to cut spend on irrelevant or low-intent clicks
  • Introduced seasonal budget scaling around Diwali, wedding season, and major Amazon sale events, where this category sees its highest intent

Twelve-month performance

Before

  • Monthly revenue : ₹1,92,000
  • Click-through rate: 0.28%
  • Conversion rate : 3.2%
  • ACOS : 62%
  • TACoS : 24%
  • Page-1 keyword rankings : 5

After 12 months

  • Monthly revenue : ₹21,50,000
  • Click-through rate: 1.95%
  • Conversion rate : 10.4%
  • ACOS : 17%
  • TACoS : 8%
  • Page-1 keyword rankings : 76

Twelve-month performance

  • Monthly revenue : +1,020%
  • Click-through rate: 7x
  • Conversion rate : 3.2x
  • ACOS : -73%
  • TACoS : -67%
  • Page-1 keyword rankings : 15x