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Fashion & apparel3 monthsCase study

Fashion & apparel case study: plan for ₹5Cr to ₹8Cr monthly revenue in 3 months

Monthly revenue at enquiry, self-reported₹5Cr
Projected for month 3, modelled₹8.35Cr
+67%
Planned ad spend₹6.49Cr
Projected revenue₹20.09Cr
Projected blended ROAS3.1x
Projected orders60,021
Projected revenue, month 3₹8.35Cr
Projected ROAS, month 32.85x
Projected cost / purchase, month 3₹1,158
Projected avg order value, month 3₹3,303
Projected conversion, month 31.23%
Horizon3 months
Target, brand's own₹8Cr a month
Plan reachesthe target

01 · Plan

Month by month

Projected to reach targetMonth 3
Monthly plan
MonthPhasePlanned ad spendProjected revenueProjected ROASProjected purchasesProjected cost per purchase
At enquiry, self-reported––₹5Cr–––
Month 1Learning₹1,36,86,354₹4,90,30,1003.58x14,689₹932
Month 2Scaling₹2,19,25,879₹6,83,63,2013.12x20,059₹1,093
Month 3Scaling₹2,92,67,876₹8,34,86,5992.85x25,273₹1,158
Total₹6,48,80,109₹20,08,79,9003.10x60,021₹1,081

02 · Funnel

Projected funnel, first view to purchase · month 3

  1. Impressions16,19,65,182
  2. Link clicks29,03,176
    1.79% of impressions
  3. Landing-page views20,50,446
    70.63% of link clicks1.266% of impressions
  4. Added to cart2,18,931
    10.68% of landing-page views0.135% of impressions
  5. Checkout started86,063
    39.31% of added to cart0.053% of impressions
  6. Purchases25,273
    29.37% of checkout started0.016% of impressions

0.016% of impressions became purchases

03 · Mix

Where the planned budget goes · month 3

SegmentPlanned ad spendShare of spendProjected purchasesProjected ROASProjected cost per purchase
Instagram₹1,91,01,17365.3%16,8522.91x₹1,133
Facebook₹97,06,99833.2%7,9992.72x₹1,214
Audience Network₹4,59,7051.6%4223.03x₹1,089
SegmentPlanned ad spendShare of spendProjected purchasesProjected ROASProjected cost per purchase
Instagram Reels₹79,83,16627.3%7,0772.93x₹1,128
Instagram Feed₹68,24,36923.3%6,3943.10x₹1,067
Facebook Feed₹57,05,89719.5%4,6612.70x₹1,224
Instagram Stories₹42,93,63814.7%3,3812.60x₹1,270
Facebook Reels₹31,31,80210.7%2,5412.68x₹1,233
Audience Network₹4,59,7051.6%4223.03x₹1,089
Facebook Stories₹4,44,5761.5%4083.03x₹1,090
Facebook Video₹4,24,7231.5%3893.03x₹1,092
SegmentPlanned ad spendShare of spendProjected purchasesProjected ROASProjected cost per purchase
Prospecting (cold audiences)₹2,42,62,30382.9%20,5972.80x₹1,178
Retargeting (warm audiences)₹25,16,2528.6%2,4103.16x₹1,044
Advantage+ shopping₹12,84,3474.4%1,1863.05x₹1,083
Lookalike audiences₹12,04,9744.1%1,0802.96x₹1,116

04 · Creatives

Planned creative mix · month 3

New ads per month

Video114 a month
Catalogue (dynamic product ads)63 a month
Static image15 a month
UGC / creator video12 a month
Carousel11 a month
Moderate2.87xblended ROAS · 4 creative types₹2.83Cr spend
Watchlist2.39xblended ROAS · 1 creative type₹9.3L spend
Creative typeTierPlanned ad spendProjected purchasesProjected ROASProjected cost per purchase
Catalogue (dynamic product ads)Moderate₹72,01,6636,4442.96x₹1,118
VideoModerate₹1,40,05,27712,1332.86x₹1,154
Static imageModerate₹53,06,6354,5782.85x₹1,159
UGC / creator videoModerate₹18,22,4011,4442.62x₹1,262
CarouselWatchlist₹9,31,9006742.39x₹1,383

05 · How we'd help

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

  1. Research & offer · Month 1

    What we'd do

    Start with creative and content, which the booking named first, before anything else on this large store. Put the website audit, the creative brief and the monthly media plan in place before spend moves. Before budget rises, close the gaps that stop a visitor buying: missing reviews, an unclear return window, no about page and no prepaid incentive.

    Why

    A large fashion store asked us how to grow monthly revenue in 3 months, from ₹5Cr to ₹8Cr (+60%). At least one in four of our measured accounts grew that fast over the same time. The main problem named at booking was creative and content, followed by marketing and social presence. Later budget calls need something written to be judged against. Every rupee of ads is capped by how well the store turns visits into orders.

    How it works

    All three are shared with the brand's team before any budget step. Fixes are listed and handed over early, so later budget lands on a store that converts.

  2. Measurement & targets · Month 1 to 3

    What we'd do

    Set the path from ₹5Cr to ₹8Cr as written monthly targets, and read every review against the month so far. Report net sales after returns, cancellations and tax next to store revenue and platform revenue. Check the reported return on spend against store revenue before any budget moves.

    Why

    Its reported return on ad spend is in line with what measured stores of that size hold, so the plan starts there. Written targets expose a slow month while there is still time to act. Returns, cancellations and tax cut logged revenue, so targets are set on net sales.

    How it works

    Each budget step is argued against the written target. Net sales, not platform revenue, decide each budget step. The reported return and the store-side return are read side by side every week.

  3. Creative testing · Month 1

    What we'd do

    Lead the testing layer with video, catalogue ads and static image, building to well over a hundred new ads a month by the final month, when monthly revenue runs at about ₹8Cr, with carousel watched closely since it returns less than the rest. Buy creative in batches and give each batch a fixed read window before buying more. Keep creators producing UGC video on a steady schedule, and cut the winners into regional languages. Lead with video that carries trust: creators, customer feedback and founder-led pieces.

    Why

    The read window keeps creative spending tied to evidence. Regular UGC keeps testing going, and a regional cut stretches a winning idea further. Video built on trust was the format that held return in most measured accounts.

    How it works

    Batches that do not convert are cut; winners get the budget. Regional cuts of a winner come before new ideas. Weak UGC is swapped for founder-led video rather than scaled. More spend buys more new ads, led by video ahead of catalogue ads.

  4. Scaling · Month 2 to 3

    What we'd do

    Scale through Month 2 to Month 3 toward ₹8Cr as the budget climbs in steps and return falls, with Instagram Reels taking the largest share of spend and Instagram Feed the next. Test cost caps, bid caps and CBO against ABO side by side before each budget step. Let return decide budget: more while it holds, less when it slips.

    Why

    In Month 2 to Month 3 the modelled budget climbs in steps, and return on spend falls as it does. Spend scaled in our measured accounts pushed cost per order up and return down, so no step is taken on hope. Controls show which setup holds cost per purchase as spend rises.

    How it works

    Controls run as parallel versions and the one that holds cost is kept. Each month's budget is set by the return the last one earned. Instagram Reels carries the largest share of spend in the final month, with Instagram Feed next. Cold audiences take most of the budget; warm audiences return more per rupee.

06 · Milestones

Projected milestones by month

  1. Month 1

    The learning phase opens: a small daily budget carries the first ads, and store orders are matched to tracking. Reported and store-side returns are reconciled. Net sales are reconciled against logged revenue.

    • Projected revenue ₹4.9Cr
    • Projected ROAS 3.58x
    • Planned ad spend ₹1.37Cr
  2. Month 2

    Scaling starts: new creator and customer-feedback videos join the account. Return on spend falls while budget steps up sharply. Revenue is now past halfway from ₹5Cr to ₹8Cr.

    • Projected revenue ₹6.84Cr
    • Projected ROAS 3.12x
    • Planned ad spend ₹2.19Cr
  3. Month 3

    Cost caps and bid caps are tested against open bidding. Return on spend dips while budget steps up. The plan projects reaching the ₹8Cr target. Each order costs more by the end than it did while learning.

    • Projected revenue ₹8.35Cr
    • Projected ROAS 2.85x
    • Planned ad spend ₹2.93Cr

07 · Learnings

Learnings from Fashion & apparel brands we measured

  1. Run creator, customer-feedback and founder-led video; replace low-quality UGC with founder-led video when sales soften.

  2. Run short bundle sales with an awareness lead-in rather than permanent discounts.

  3. Expect Instagram Reels to carry the largest share of spend in this industry's measured accounts.

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