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Fashion & apparel1 yearCase study

Fashion & apparel case study: plan for ₹50,000 to ₹60,826 monthly revenue in 1 year

Monthly revenue at enquiry, self-reported₹50,000
Projected for month 12, modelled₹60,826
+22%
Planned ad spend₹3.7L
Projected revenue₹7L
Projected blended ROAS1.91x
Projected orders307
Projected revenue, month 12₹60,826
Projected ROAS, month 121.99x
Projected cost / purchase, month 12₹1,134
Projected avg order value, month 12₹2,253
Projected conversion, month 120.97%
Horizon12 months
Target, brand's own₹3L–₹5L a month
Plan reaches15% of target

01 · Plan

Month by month

Monthly plan
MonthPhasePlanned ad spendProjected revenueProjected ROASProjected purchasesProjected cost per purchase
At enquiry, self-reported––₹50,000–––
Month 1Learning₹24,109₹47,9131.99x21₹1,148
Month 2Scaling₹29,204₹54,3051.86x24₹1,217
Month 3Scaling₹29,541₹56,9881.93x26₹1,136
Month 4Scaling₹31,119₹58,2691.87x26₹1,197
Month 5Scaling₹31,199₹59,5561.91x26₹1,200
Month 6Scaling₹31,738₹59,3921.87x26₹1,221
Month 7Scaling₹31,014₹59,6301.92x26₹1,193
Month 8Scaling₹32,210₹59,9291.86x26₹1,239
Month 9Scaling₹31,023₹60,7721.96x26₹1,193
Month 10Steady₹31,328₹59,9061.91x26₹1,205
Month 11Steady₹32,144₹60,2821.88x27₹1,191
Month 12Steady₹30,615₹60,8261.99x27₹1,134
Total₹3,65,244₹6,97,7681.91x307₹1,190

02 · Funnel

Projected funnel, first view to purchase · month 12

  1. Impressions2,21,154
  2. Link clicks3,662
    1.66% of impressions
  3. Landing-page views2,778
    75.86% of link clicks1.256% of impressions
  4. Added to cart186
    6.7% of landing-page views0.084% of impressions
  5. Checkout started102
    54.84% of added to cart0.046% of impressions
  6. Purchases27
    26.47% of checkout started0.012% of impressions

0.012% of impressions became purchases

03 · Mix

Where the planned budget goes · month 12

SegmentPlanned ad spendShare of spendProjected purchasesProjected ROASProjected cost per purchase
Instagram₹21,51370.3%202.04x₹1,076
Facebook₹9,10229.7%71.87x₹1,300
SegmentPlanned ad spendShare of spendProjected purchasesProjected ROASProjected cost per purchase
Instagram Reels₹9,87432.3%92.04x₹1,097
Instagram Feed₹7,70325.2%82.15x₹963
Facebook Feed₹6,35820.8%51.88x₹1,272
Instagram Stories₹3,93612.9%31.81x₹1,312
Facebook Reels₹2,7449.0%21.86x₹1,372
SegmentPlanned ad spendShare of spendProjected purchasesProjected ROASProjected cost per purchase
Prospecting (cold audiences)₹23,66377.3%201.94x₹1,183
Retargeting (warm audiences)₹3,17110.4%32.19x₹1,057
Advantage+ shopping₹1,9306.3%22.11x₹965
Lookalike audiences₹1,8516.0%22.05x₹926

04 · Creatives

Planned creative mix · month 12

New ads per month

Video5 a month
Catalogue (dynamic product ads)3 a month
Static image1 a month
UGC / creator video1 a month
Moderate1.99xblended ROAS · 4 creative types₹30,615 spend
Creative typeTierPlanned ad spendProjected purchasesProjected ROASProjected cost per purchase
Catalogue (dynamic product ads)Moderate₹6,85262.05x₹1,142
VideoModerate₹16,495141.98x₹1,178
Static imageModerate₹5,28751.98x₹1,057
UGC / creator videoModerate₹1,98121.82x₹990

05 · How we'd help

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

  1. Research & offer · Month 1

    What we'd do

    The booking named creative and content first, so the opening month on this smaller store goes there. Before budget rises, close the gaps that stop a visitor buying: missing reviews, an unclear return window, no about page and no prepaid incentive. Plan short, dated bundle sales with an awareness lead-in instead of permanent discounts. Split the account into layers: one campaign to test creative, one to scale winners, prospecting that leaves out past buyers, and retargeting for carts.

    Why

    The enquiry came from a smaller fashion brand that wants to grow monthly revenue in 1 year, from ₹50,000 to ₹3L–₹5L (8x). 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 creative and content. Conversion rate caps what any ad budget can return. A dated offer concentrates demand without training buyers to wait for a sale.

    How it works

    Site fixes are handed over in the first weeks, before budget rises. Awareness ads run ahead of each short sale window. Retargeting sits next to prospecting and never replaces it.

  2. Measurement & targets · Month 1 to 12

    What we'd do

    Set the path from ₹50,000 to ₹3L–₹5L as written monthly targets, and read every review against the month so far. Log store orders every day beside what the ad platform claims. Raise budget in a month only while return holds; where it would slip too far, hold it.

    Why

    It did not report a return on ad spend, so the plan starts from what measured fashion stores of that size hold. A missed month shows up early instead of at the end of the plan. Platform attribution over-counts, so budget decisions sit on the store-side number.

    How it works

    Each budget step is argued against the written target. Every budget call starts from the store's orders. Where return would slip too far, the month keeps last month's budget.

  3. Creative testing · Month 1

    What we'd do

    Lead the testing layer with video, catalogue ads and static image, building to about a dozen new ads a month by the final month, with no format far behind the account's return. Keep creators producing UGC video on a steady schedule, and cut the winners into regional languages. Work in creative batches with a fixed read window each. Make trust the subject of the video: creator reels, customer feedback and founder-led clips.

    Why

    A steady supply keeps the testing layer fed, and regional cuts reach more buyers with the same idea. A fixed window stops spend chasing a creative before it has been read. Video built on trust was the format that held return in most measured accounts.

    How it works

    Winning UGC is cut into regional languages before new ideas are bought. Losing batches stop; winning ads take their budget. Weak UGC is swapped for founder-led video rather than scaled. The number of new ads grows with spend; video makes up the largest part and catalogue ads the next.

  4. Scaling · Month 2 to 9

    What we'd do

    Through Month 2 to Month 9, push toward ₹3L–₹5L: the budget rises gently while return holds, and Instagram Reels carries the most spend and Instagram Feed the next. Pause styles with high return-to-origin and test replacement styles in their own campaigns. Put seasonal collection campaigns in front of each festive and wedding peak. Tie every budget increase to return: step up while it holds, step back when it drops.

    Why

    In Month 2 to Month 9 the modelled budget rises gently, while return on spend holds. Several of these months stop their budget step where return would slip too far. Return holds through these months because each budget step stops where return would slip. Returned cash-on-delivery orders turn attributed revenue into a loss.

    How it works

    High-RTO lines are paused and replacements tested separately. Spend shifts into each season and between regions with the calendar. Budget follows return month to month instead of a fixed ramp. Most of the final month's spend sits on Instagram Reels, then Instagram Feed. Cold audiences take most of the budget; warm audiences return more per rupee.

  5. Steady state · Month 10 to 12

    What we'd do

    From Month 10, protect the revenue already built and move toward ₹3L–₹5L where return permits. Refresh tired ads by mixing old and new creatives, and keep a creative bank. Use WhatsApp for abandoned checkouts and for past buyers' next order.

    Why

    From Month 10 growth slows while revenue is still under ₹3L–₹5L. Spend holds roughly steady from here. Falling click-through preceded a revenue drop in a measured account, so creative refresh is not optional. WhatsApp is cheaper than paid retargeting for buyers who already reached checkout.

    How it works

    Refreshes are gradual: a few new ads at a time. WhatsApp runs alongside paid retargeting, not instead of it.

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. Store orders and platform revenue are reconciled in the shared sheet. The account runs in layers: testing, scaling and retargeting.

    • Projected revenue ₹47,913
    • Projected ROAS 1.99x
    • Planned ad spend ₹24,109
  2. Month 2

    The scaling phase opens: budget is reviewed against return before the next step. Spend steps up, and return dips.

    • Projected revenue ₹54,305
    • Projected ROAS 1.86x
    • Planned ad spend ₹29,204
  3. Month 3

    The seasonal collection campaign leads this period's spend mix. Budget goes up only as far as return can carry it: spend holds, and return holds.

    • Projected revenue ₹56,988
    • Projected ROAS 1.93x
    • Planned ad spend ₹29,541
  4. Month 4

    The winning UGC runs in regional-language versions.

    • Projected revenue ₹58,269
    • Projected ROAS 1.87x
    • Planned ad spend ₹31,119
  5. Month 5

    A fresh round of creator and customer-feedback video goes live.

    • Projected revenue ₹59,556
    • Projected ROAS 1.91x
    • Planned ad spend ₹31,199
  6. Month 6

    Repeat-order messages go to past buyers.

    • Projected revenue ₹59,392
    • Projected ROAS 1.87x
    • Planned ad spend ₹31,738
  7. Month 7

    Tired ads are refreshed from the creative bank.

    • Projected revenue ₹59,630
    • Projected ROAS 1.92x
    • Planned ad spend ₹31,014
  8. Month 8

    Styles with high return-to-origin are paused.

    • Projected revenue ₹59,929
    • Projected ROAS 1.86x
    • Planned ad spend ₹32,210
  9. Month 9

    A new batch goes live after the last one is read.

    • Projected revenue ₹60,772
    • Projected ROAS 1.96x
    • Planned ad spend ₹31,023
  10. Month 10

    From here the work shifts to keeping ads fresh and bringing buyers back.

    • Projected revenue ₹59,906
    • Projected ROAS 1.91x
    • Planned ad spend ₹31,328
  11. Month 11

    Budget is reviewed against return before the next step.

    • Projected revenue ₹60,282
    • Projected ROAS 1.88x
    • Planned ad spend ₹32,144
  12. Month 12

    The seasonal collection campaign leads this period's spend mix. Budget goes up only as far as return can carry it: spend holds, and return rises. ₹3L–₹5L is not reached in the time, because budget stops rising where return would slip. Each order costs about what it did while learning.

    • Projected revenue ₹60,826
    • Projected ROAS 1.99x
    • Planned ad spend ₹30,615

07 · Learnings

Learnings from Fashion & apparel brands we measured

  1. Pause styles with high return-to-origin and test replacement styles in their own campaigns.

  2. Tested each colour of the lead product in its own campaign

  3. Rebuilt the account: a new-audience campaign excluding past audiences, past-buyer retargeting, one campaign per winning product

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