sm.Sourabh
Mukherjee

Case study

GOAT Brand Labs: marketplace growth

19% → 8% · Mattress ACOS
10× · Electronics ROAS
25L · Kidswear revenue

01 / Approach and results

Mattress: scale with stronger economics

Mattress and home décor

High competition made it difficult to maintain ACOS while scaling. Researched top-selling products, competitors, and ASIN opportunities. Recommended an account structure for everyday demand and a defensive category playbook.

Mattress: timeline and result

Month one focused on catalogue and ASIN fixes and internal account issues. By month three, campaigns were tested and scaled. ACOS improved from 19% to 8%, with a reported top-two category sales position on Amazon.

Mattress marketplace performance
Mattress marketplace performance · Select to enlarge

02 / Approach and results

Electronics: rebuild the route to profitability

D2C electronics

Competition with established brands such as boAt made CAC relative to average order value unsustainable. The brand needed a ROAS of 5× to reach its profitability target. Reworked A+ store content with relevant influencers, optimised the catalogue, selected ASINs, and targeted competitor products with weaker ratings or product issues.

Electronics: result

The case reports 10× ROAS at 9.42% ACOS and a 95% new-to-brand result for branded campaigns. These electronics results belong to a separate engagement from the mattress business.

Electronics marketplace performance
Electronics marketplace performance · Select to enlarge

03 / Approach and results

Home appliances and accessories

The original portfolio includes these account reports for home appliances and accessories. Review the sales trend alongside the campaign-level results; these belong to a separate engagement from the mattress and electronics cases.

Home appliances: marketplace sales trend
Home appliances: marketplace sales trend · Select to enlarge
Home appliances: campaign-level performance
Home appliances: campaign-level performance · Select to enlarge

04 / Approach and results

Skin care: focus a limited budget

Skin care and wellness

A limited-budget brand faced much larger competitors. Selected sponsored-brand and sponsored-product opportunities rather than entering every bidding contest. Targeted ASINs with strong organic demand and limited paid competition. Allocated keywords across generic demand (50%), competition (30%), and brand (20%). The original case reports ACOS 70% lower, without specifying the comparison period.

Skin care campaign results
Skin care campaign results · Select to enlarge

05 / Approach and results

Kidswear: connect media with inventory

Kidswear

Monthly sales had not exceeded 0.6M. Limited collections and age-group stockouts constrained growth. Restructured campaigns for inventory clearance and everyday demand using ASIN, keyword, brand, and display-retargeting campaigns. Competitor spend and bid patterns guided the mix. Revenue reached 2.5M while ACOS improved from 39% to 19%.

Kidswear campaign results
Kidswear campaign results · Select to enlarge
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