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Food & beverage12 monthsCase study

Food & beverage case study: plan for ₹2L to ₹3.4L monthly revenue in 12 months

Monthly revenue at enquiry, self-reported₹2L
Projected for month 12, modelled₹3.4L
+71%
Planned ad spend₹17.8L
Projected revenue₹34.2L
Projected blended ROAS1.92x
Projected orders3,404
Projected revenue, month 12₹3.4L
Projected ROAS, month 121.92x
Projected cost / purchase, month 12₹530
Projected avg order value, month 12₹1,016
Projected conversion, month 121.79%
Horizon12 months
Target, brand's own₹5L a month
Plan reaches69% of target

01 · Plan

Month by month

Monthly plan
MonthPhasePlanned ad spendProjected revenueProjected ROASProjected purchasesProjected cost per purchase
At enquiry, self-reported––₹2L–––
Month 1Learning₹1,05,337₹2,02,8771.93x203₹519
Month 2Scaling₹1,08,055₹2,06,2371.91x201₹538
Month 3Scaling₹1,06,893₹2,08,7371.95x216₹495
Month 4Scaling₹1,19,386₹2,32,8451.95x236₹506
Month 5Scaling₹1,35,587₹2,70,8692.00x259₹524
Month 6Scaling₹1,44,295₹2,83,1801.96x284₹508
Month 7Scaling₹1,66,899₹3,15,4601.89x316₹528
Month 8Scaling₹1,81,400₹3,38,0381.86x336₹540
Month 9Scaling₹1,69,385₹3,40,4962.01x341₹497
Month 10Steady₹1,80,728₹3,36,5101.86x335₹539
Month 11Steady₹1,81,002₹3,40,9591.88x340₹532
Month 12Steady₹1,78,537₹3,42,5511.92x337₹530
Total₹17,77,504₹34,18,7591.92x3,404₹522

02 · Funnel

Projected funnel, first view to purchase · month 12

  1. Impressions15,37,405
  2. Link clicks26,633
    1.73% of impressions
  3. Landing-page views18,843
    70.75% of link clicks1.226% of impressions
  4. Added to cart1,865
    9.9% of landing-page views0.121% of impressions
  5. Checkout started904
    48.47% of added to cart0.059% of impressions
  6. Purchases337
    37.28% of checkout started0.022% of impressions

0.022% of impressions became purchases

03 · Mix

Where the planned budget goes · month 12

SegmentPlanned ad spendShare of spendProjected purchasesProjected ROASProjected cost per purchase
Instagram₹96,13453.8%1811.91x₹531
Facebook₹80,09644.9%1521.93x₹527
Audience Network₹2,3071.3%41.95x₹577
SegmentPlanned ad spendShare of spendProjected purchasesProjected ROASProjected cost per purchase
Instagram Reels₹41,29223.1%781.91x₹529
Facebook Reels₹38,28821.4%751.99x₹511
Facebook Feed₹38,24121.4%701.87x₹546
Instagram Feed₹37,90821.2%731.96x₹519
Instagram Stories₹16,9349.5%301.78x₹564
Facebook Stories₹3,5672.0%71.95x₹510
Audience Network₹2,3071.3%41.95x₹577
SegmentPlanned ad spendShare of spendProjected purchasesProjected ROASProjected cost per purchase
Prospecting (cold audiences)₹1,60,62890.0%3031.92x₹530
Retargeting (warm audiences)₹9,1015.1%182.00x₹506
Lookalike audiences₹6,0893.4%111.87x₹554
Advantage+ shopping₹2,7191.5%51.92x₹544

04 · Creatives

Planned creative mix · month 12

New ads per month

Video17 a month
Static image4 a month
Catalogue (dynamic product ads)5 a month
UGC / creator video4 a month
Carousel2 a month
Moderate1.93xblended ROAS · 4 creative types₹1.7L spend
Watchlist1.62xblended ROAS · 1 creative type₹4,764 spend
Creative typeTierPlanned ad spendProjected purchasesProjected ROASProjected cost per purchase
Catalogue (dynamic product ads)Moderate₹24,054472.01x₹512
Static imageModerate₹35,304692.00x₹512
VideoModerate₹1,01,3171891.90x₹536
UGC / creator videoModerate₹13,098241.83x₹546
CarouselWatchlist₹4,76481.62x₹596

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 marketing and social presence, which the booking named first, before anything else on this smaller store. Put the website audit, the creative brief and the monthly media plan in place before spend moves. Add cart-value offers that step up at set basket sizes to lift order value. Get the store ready for paid traffic first: reviews and trust pointers on product pages, a visible return window, an about page and a reason to pay upfront.

    Why

    The enquiry came from a smaller food and beverage brand that wants to grow monthly revenue in 12 months, from ₹2L to ₹5L (2.5x). At least one in four of our measured accounts grew that fast over the same time. At booking, the brand named marketing and social presence as its main problem. Without a brief, each creative and budget decision starts from scratch. Each extra item in a basket is revenue the ad has already paid for.

    How it works

    All three are shared with the brand's team before any budget step. Tier levels are set just above the basket sizes buyers already reach. The fix list goes to the brand's team in the opening weeks, ahead of any budget step.

  2. Measurement & targets · Month 1 to 12

    What we'd do

    Track ad-platform revenue beside store orders in a shared daily sheet. Write month-by-month targets with the brand's team that climb from ₹2L to ₹5L, and open every review with the month-to-date number against them. Set a written rule: no budget step in a month where return would fall too far to pay for it.

    Why

    With no return on ad spend reported, the plan begins at the level measured food and beverage stores of that size hold. Platform attribution over-counts, so budget decisions sit on the store-side number. A shortfall is caught in the month it happens, not at the end.

    How it works

    Budget decisions are read off store numbers, not the ad platform alone. The target for the month is on the page at every review. A month whose return would slip past that point keeps its budget instead.

  3. Creative testing · Month 1

    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 final month, with carousel watched closely since it returns less than the rest. Put most of the budget behind one broad video campaign of the core products, including a customer testimonial. Keep creators producing UGC video on a steady schedule, and cut the winners into regional languages. Give each lead product its own campaign and read it weekly.

    Why

    Broad delivery lets the algorithm find buyers for an everyday product. Regular UGC keeps testing going, and a regional cut stretches a winning idea further. Products that do not sell show up inside a week, not after a month of shared budget.

    How it works

    A video that takes off gets the budget; tests that do not convert are cut. Winning UGC is cut into regional languages before new ideas are bought. Losing products are paused within a week and budget moves to the winners. 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

    Scale through Month 2 to Month 9 toward ₹5L as the budget rises gently while return rises, with Instagram Reels taking the largest share of spend and Facebook Reels the next. Tie every budget increase to return: step up while it holds, step back when it drops. Cut regional-language versions of the winning video for the best-selling states. Front-load about a third of each month's budget into the first week.

    Why

    Across Month 2 to Month 9, the modelled budget rises gently, while return on spend rises. In three of these months budget goes up only as far as return allows, so revenue grows more slowly than the target needs. Return improves over these months, moving from the starting level toward the level of measured stores of that size. Buyers respond to the same idea in their own language.

    How it works

    Budget follows return month to month instead of a fixed ramp. Regional cuts run beside the original winner. The monthly budget curve is weighted to the opening days. Instagram Reels carries the largest share of spend in the final month, with Facebook Reels next. Prospecting to new buyers takes the bulk of spend, while retargeting returns more for each rupee.

  5. Steady state · Month 10 to 12

    What we'd do

    From Month 10, protect the revenue already built and move toward ₹5L where return permits. Keep a bank of ready creatives and rotate them in as ads tire. Recover abandoned checkouts and lift repeat orders with WhatsApp messages.

    Why

    Growth slows from Month 10, still short of ₹5L. Budget stays about level over these months. A measured account showed click-through falling ahead of revenue, so tired ads are replaced early. A message to someone who nearly bought costs less than an ad.

    How it works

    The bank means a tired ad is replaced the week it tires. WhatsApp runs alongside paid retargeting, not instead of it.

06 · Milestones

Projected milestones by month

  1. Month 1

    Learning month: a small daily budget carries the first ads, and store orders are matched to tracking. Cart-value offers go live at checkout. The audit, brief and media plan are agreed with the brand's team.

    • Projected revenue ₹2L
    • Projected ROAS 1.93x
    • Planned ad spend ₹1.1L
  2. Month 2

    Scaling starts: past buyers get a WhatsApp nudge for their next order. Return holds as the budget holds.

    • Projected revenue ₹2.1L
    • Projected ROAS 1.91x
    • Planned ad spend ₹1.1L
  3. Month 3

    Tired ads are refreshed from the creative bank.

    • Projected revenue ₹2.1L
    • Projected ROAS 1.95x
    • Planned ad spend ₹1.1L
  4. Month 4

    Regional-language cuts of the winning UGC go live. Return holds as the budget steps up.

    • Projected revenue ₹2.3L
    • Projected ROAS 1.95x
    • Planned ad spend ₹1.2L
  5. Month 5

    Products that do not sell are paused and budget moves to the winners.

    • Projected revenue ₹2.7L
    • Projected ROAS 2.00x
    • Planned ad spend ₹1.4L
  6. Month 6

    The winner now also runs in regional languages. Return holds as the budget holds.

    • Projected revenue ₹2.8L
    • Projected ROAS 1.96x
    • Planned ad spend ₹1.4L
  7. Month 7

    Budget is reviewed against return before the next step. Budget is raised only as far as return allows: return holds as the budget steps up.

    • Projected revenue ₹3.2L
    • Projected ROAS 1.89x
    • Planned ad spend ₹1.7L
  8. Month 8

    Past buyers get a WhatsApp nudge for their next order. Budget is raised only as far as return allows: return holds as the budget holds.

    • Projected revenue ₹3.4L
    • Projected ROAS 1.86x
    • Planned ad spend ₹1.8L
  9. Month 9

    Tired ads are refreshed from the creative bank.

    • Projected revenue ₹3.4L
    • Projected ROAS 2.01x
    • Planned ad spend ₹1.7L
  10. Month 10

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

    • Projected revenue ₹3.4L
    • Projected ROAS 1.86x
    • Planned ad spend ₹1.8L
  11. Month 11

    The winning UGC runs in regional-language versions.

    • Projected revenue ₹3.4L
    • Projected ROAS 1.88x
    • Planned ad spend ₹1.8L
  12. Month 12

    The weekly product read pauses the products that are not selling. Budget is raised only as far as return allows: return holds as the budget holds. Revenue ends below ₹5L, the target set at enquiry, because budget stops rising where return would slip. Each order costs about what it did while learning.

    • Projected revenue ₹3.4L
    • Projected ROAS 1.92x
    • Planned ad spend ₹1.8L

07 · Learnings

Learnings from Food & beverage brands we measured

  1. Front-loaded 30–35% of each month's budget into the first eight days

  2. Tested UGC for one product and a UGC lookalike audience, then cut both

  3. 15 UGC videos, including regional-language cuts for the two best-selling states

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