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Fashion & apparel45 daysCase study

Fashion & apparel case study: plan for ₹3.5L to ₹5.2L monthly revenue in 45 days

Monthly revenue at enquiry, self-reported₹3.5L
Projected for the last 4 weeks, modelled₹5.2L
+47%
Planned ad spend₹1.7L
Projected revenue₹7.6L
Projected blended ROAS4.44x
Projected orders399
Projected revenue, the last 4 weeks₹5.2L
Projected ROAS, the last 4 weeks4.1x
Projected cost / purchase, the last 4 weeks₹466
Projected avg order value, the last 4 weeks₹1,909
Projected conversion, the last 4 weeks1.69%
Horizon7 weeks
Target, brand's own₹10L a month
Plan reaches52% of target

01 · Plan

Week by week

Weekly plan
WeekPhasePlanned ad spendProjected revenueProjected ROASProjected purchasesProjected cost per purchase
At enquiry, self-reported––₹3.5L–––
Week 1Learning₹13,149₹79,6926.06x42₹313
Week 2Learning₹15,188₹81,2145.35x44₹345
Week 3Learning₹16,621₹82,2824.95x43₹387
Week 4Learning₹16,947₹83,1664.91x42₹404
Week 5Scaling₹19,538₹92,1904.72x49₹399
Week 6Scaling₹36,067₹1,41,7943.93x75₹481
Week 7Scaling₹53,279₹1,98,2373.72x104₹512
Total₹1,70,789₹7,58,5754.44x399₹428

02 · Funnel

Projected funnel, first view to purchase · the last 4 weeks

  1. Impressions11,56,375
  2. Link clicks21,688
    1.88% of impressions
  3. Landing-page views15,994
    73.75% of link clicks1.383% of impressions
  4. Added to cart1,830
    11.44% of landing-page views0.158% of impressions
  5. Checkout started776
    42.4% of added to cart0.067% of impressions
  6. Purchases270
    34.79% of checkout started0.023% of impressions

0.023% of impressions became purchases

03 · Mix

Where the planned budget goes · the last 4 weeks

SegmentPlanned ad spendShare of spendProjected purchasesProjected ROASProjected cost per purchase
Instagram₹83,52666.4%1844.18x₹454
Facebook₹40,50732.2%823.90x₹494
Audience Network₹1,7981.4%44.34x₹450
SegmentPlanned ad spendShare of spendProjected purchasesProjected ROASProjected cost per purchase
Instagram Reels₹32,97226.2%734.20x₹452
Instagram Feed₹32,07925.5%754.44x₹428
Facebook Feed₹24,89819.8%503.87x₹498
Instagram Stories₹18,47514.7%363.73x₹513
Facebook Reels₹12,0069.5%243.84x₹500
Facebook Video₹1,9491.5%44.34x₹487
Audience Network₹1,7981.4%44.34x₹450
Facebook Stories₹1,6541.3%44.34x₹414
SegmentPlanned ad spendShare of spendProjected purchasesProjected ROASProjected cost per purchase
Prospecting (cold audiences)₹98,71678.5%2074.01x₹477
Retargeting (warm audiences)₹14,06511.2%334.52x₹426
Lookalike audiences₹6,7435.4%154.23x₹450
Advantage+ shopping₹6,3075.0%154.36x₹420

04 · Creatives

Planned creative mix · the last 4 weeks

New ads per month

Video16 a month
Catalogue (dynamic product ads)8 a month
Static image3 a month
UGC / creator video2 a month
Carousel2 a month
Moderate4.11xblended ROAS · 4 creative types₹1.2L spend
Watchlist3.43xblended ROAS · 1 creative type₹2,998 spend
Creative typeTierPlanned ad spendProjected purchasesProjected ROASProjected cost per purchase
Catalogue (dynamic product ads)Moderate₹27,427614.24x₹450
VideoModerate₹68,3941474.11x₹465
Static imageModerate₹19,377424.09x₹461
UGC / creator videoModerate₹7,635153.76x₹509
CarouselWatchlist₹2,99853.43x₹600

05 · How we'd help

How we'd help, why, and how it works

  1. Research & offer · Week 1 to 2

    What we'd do

    Start with results that swing from month to month, which the booking named first, before anything else on this smaller store. Layer the account: a creative-testing campaign, a scaling campaign, cold audiences that exclude past buyers, and cart retargeting. Mark the festive and wedding dates first and have seasonal collections ready ahead of them.

    Why

    A smaller fashion brand came to us to grow monthly revenue in 45 days, from ₹3.5L to ₹10L (2.9x). That is faster than nine in ten of our measured accounts grew over the same time, so the plan below is modelled on what that fastest tenth reached and shows where it lands against the target. The problem named at booking was results that swing from month to month. Without layers, retargeting quietly eats the prospecting budget. Demand in this category rises and falls with the festive calendar.

    How it works

    Retargeting sits next to prospecting and never replaces it. Each peak has its campaign ready before it starts.

  2. Measurement & targets · Week 1 to 7

    What we'd do

    Log store orders every day beside what the ad platform claims. Agree a written target for every week on the way from ₹3.5L to ₹10L, and start each review with the week-to-date figure against it. Reconcile the return on spend the brand reports with store revenue before the first budget change.

    Why

    Its reported return on ad spend is higher than measured fashion stores of that size hold, so the plan starts there and lets part of it ease as budget grows. The ad platform's own count runs high, so the store's count is the one that moves budget. A missed week shows up early instead of at the end of the plan.

    How it works

    Budget decisions are read off store numbers, not the ad platform alone. Each budget step is argued against the written target. The store-side return becomes the number every review uses.

  3. Creative testing · Week 1 to 4

    What we'd do

    Lead the testing layer with video, catalogue ads and static image, building to a few dozen new ads a month by the last four weeks, keeping carousel on a short leash because its return trails the account. Work in creative batches with a fixed read window each. Test static images beside video. Separate the lead products into their own campaigns and review each one weekly.

    Why

    The read window keeps creative spending tied to evidence. In measured fashion accounts, video reached the top creative tier most often. Products that do not sell show up inside a week, not after a month of shared budget.

    How it works

    Batches that do not convert are cut; winners get the budget. Statics are added after a video wins. A product that does not sell is paused inside the week. The number of new ads grows with spend; video makes up the largest part and catalogue ads the next.

  4. Scaling · Week 5 to 7

    What we'd do

    Scale through Week 5 to Week 7 as far toward ₹10L as return allows as the budget climbs in steps and return falls, with Instagram Reels taking the largest share of spend and Instagram Feed the next. Tie every budget increase to return: step up while it holds, step back when it drops. Cut budgets during major marketplace sale events and move spend to narrower premium audiences.

    Why

    In Week 5 to Week 7 the modelled budget climbs in steps, and return on spend falls as it does. Our measured accounts saw cost per order rise and return fall as spend scaled; that is why each step here waits on return. Marketplace sales inflate auction costs and pull price-led buyers away.

    How it works

    Budget follows return week to week instead of a fixed ramp. Spend is reduced and redirected for each event window. Most of the last four weeks's spend sits on Instagram Reels, then Instagram Feed. Most spend reaches people who have not bought yet; past visitors return more per rupee.

06 · Milestones

Projected milestones by week

  1. Week 1

    The learning phase opens: tracking is checked against store orders and the first ads go live on a small daily budget. The store-side return is now the one budget follows. The account runs in layers: testing, scaling and retargeting.

    • Projected revenue ₹79,692
    • Projected ROAS 6.06x
    • Planned ad spend ₹13,149
  2. Week 2

    The first read of the ads is in, and the ones that do not convert stop. Budget steps up and return on spend dips.

    • Projected revenue ₹81,214
    • Projected ROAS 5.35x
    • Planned ad spend ₹15,188
  3. Week 3

    Store fixes and offers go live while orders confirm. Budget holds and return on spend dips.

    • Projected revenue ₹82,282
    • Projected ROAS 4.95x
    • Planned ad spend ₹16,621
  4. Week 4

    Learning phase closes: the buyer found and the winning creative picked.

    • Projected revenue ₹83,166
    • Projected ROAS 4.91x
    • Planned ad spend ₹16,947
  5. Week 5

    The scaling phase opens: budget shifts to the products that sold this period. Budget steps up and return on spend holds.

    • Projected revenue ₹92,190
    • Projected ROAS 4.72x
    • Planned ad spend ₹19,538
  6. Week 6

    During a marketplace sale window, spend moves to narrower premium audiences. Budget steps up sharply and return on spend falls.

    • Projected revenue ₹1.4L
    • Projected ROAS 3.93x
    • Planned ad spend ₹36,067
  7. Week 7

    The creative batch is read and the winners keep the budget. Budget steps up and return on spend dips. Revenue ends below ₹10L, the target set at enquiry, because the plan follows what the fastest tenth of our measured accounts reached. Cost per purchase ends higher than in the learning phase.

    • Projected revenue ₹2L
    • Projected ROAS 3.72x
    • Planned ad spend ₹53,279

07 · Learnings

Learnings from Fashion & apparel brands we measured

  1. Ran CBO and ABO versions side by side to see which held cost

  2. Ask for a seasonal landing page, new ad formats and delivery banners ahead of the festive peak.

  3. Read Meta against Shopify every week

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