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Food & beverage1 yearCase study

Food & beverage case study: plan for ₹1.25Cr to ₹2.37Cr monthly revenue in 1 year

Monthly revenue at enquiry, self-reported₹1.25Cr
Projected for month 12, modelled₹2.37Cr
+90%
Planned ad spend₹10.68Cr
Projected revenue₹23.79Cr
Projected blended ROAS2.23x
Projected orders1,58,806
Projected revenue, month 12₹2.37Cr
Projected ROAS, month 122.17x
Projected cost / purchase, month 12₹681
Projected avg order value, month 12₹1,478
Projected conversion, month 122.04%
Horizon12 months
Target, brand's own₹4.5Cr a month
Plan reaches53% of target

01 · Plan

Month by month

Monthly plan
MonthPhasePlanned ad spendProjected revenueProjected ROASProjected purchasesProjected cost per purchase
At enquiry, self-reported––₹1.25Cr–––
Month 1Learning₹50,98,290₹1,25,01,0112.45x8,290₹615
Month 2Scaling₹54,82,377₹1,38,67,6092.53x9,049₹606
Month 3Scaling₹53,70,171₹1,47,46,8772.75x9,900₹542
Month 4Scaling₹73,64,224₹1,72,14,7062.34x11,450₹643
Month 5Scaling₹85,34,140₹1,96,13,0662.30x13,282₹643
Month 6Scaling₹1,02,52,105₹2,17,52,8012.12x14,186₹723
Month 7Scaling₹1,05,85,334₹2,28,20,1222.16x15,686₹675
Month 8Scaling₹1,07,09,710₹2,28,19,0202.13x15,344₹698
Month 9Steady₹1,05,54,794₹2,33,91,3112.22x15,440₹684
Month 10Steady₹1,06,58,872₹2,27,90,9162.14x15,163₹703
Month 11Steady₹1,12,07,162₹2,25,93,3882.02x14,955₹749
Month 12Steady₹1,09,41,440₹2,37,39,3222.17x16,061₹681
Total₹10,67,58,619₹23,78,50,1492.23x1,58,806₹672

02 · Funnel

Projected funnel, first view to purchase · month 12

  1. Impressions5,81,13,791
  2. Link clicks9,95,692
    1.71% of impressions
  3. Landing-page views7,86,150
    78.96% of link clicks1.353% of impressions
  4. Added to cart84,954
    10.81% of landing-page views0.146% of impressions
  5. Checkout started49,018
    57.7% of added to cart0.084% of impressions
  6. Purchases16,061
    32.77% of checkout started0.028% of impressions

0.028% of impressions became purchases

03 · Mix

Where the planned budget goes · month 12

SegmentPlanned ad spendShare of spendProjected purchasesProjected ROASProjected cost per purchase
Instagram₹63,57,93158.1%9,2772.16x₹685
Facebook₹44,27,07840.5%6,5502.19x₹676
Audience Network₹1,56,4311.4%2342.21x₹669
SegmentPlanned ad spendShare of spendProjected purchasesProjected ROASProjected cost per purchase
Instagram Reels₹30,43,22927.8%4,4562.16x₹683
Instagram Feed₹22,27,95120.4%3,3422.22x₹667
Facebook Reels₹21,70,00619.8%3,3012.25x₹657
Facebook Feed₹20,66,95918.9%2,9652.12x₹697
Instagram Stories₹10,86,7519.9%1,4792.01x₹735
Facebook Stories₹1,90,1131.7%2842.21x₹669
Audience Network₹1,56,4311.4%2342.21x₹669
SegmentPlanned ad spendShare of spendProjected purchasesProjected ROASProjected cost per purchase
Prospecting (cold audiences)₹97,30,65188.9%14,2602.17x₹682
Retargeting (warm audiences)₹6,66,5716.1%1,0172.26x₹655
Lookalike audiences₹3,83,1693.5%5472.11x₹700
Advantage+ shopping₹1,61,0491.5%2372.17x₹680

04 · Creatives

Planned creative mix · month 12

New ads per month

Video83 a month
Static image15 a month
Catalogue (dynamic product ads)23 a month
UGC / creator video19 a month
Carousel7 a month
Moderate2.18xblended ROAS · 4 creative types₹1.07Cr spend
Watchlist1.83xblended ROAS · 1 creative type₹2.8L spend
Creative typeTierPlanned ad spendProjected purchasesProjected ROASProjected cost per purchase
Catalogue (dynamic product ads)Moderate₹13,16,7022,0212.27x₹652
Static imageModerate₹22,75,3533,4802.26x₹654
VideoModerate₹62,75,2279,1052.14x₹689
UGC / creator videoModerate₹7,93,9261,1092.07x₹716
CarouselWatchlist₹2,80,2323461.83x₹810

05 · How we'd help

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

  1. Research & offer · Month 1

    What we'd do

    Before budget rises, get the large food and beverage store ready to convert paid traffic. Start with a website audit, a creative brief and a monthly media plan in the first week. 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. 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

    A large food and beverage store asked us how to grow monthly revenue in 1 year, from ₹1.25Cr to ₹4.5Cr (3.6x). It is a long plan: past the eighth month our measured engagements are too few, so the pace is extended from what they showed until then. The booking gave no single problem, so the plan starts from the numbers. Without a brief, each creative and budget decision starts from scratch. No budget returns more than the store converts.

    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. Retargeting sits next to prospecting and never replaces it.

  2. Measurement & targets · Month 1 to 12

    What we'd do

    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. Set the path from ₹1.25Cr to ₹4.5Cr as written monthly targets, and read every review against the month so far.

    Why

    The return on ad spend it reported sits below what measured stores of that size hold, so the plan starts there and rebuilds return before budget rises. At booking the brand also asked for a return on ad spend of 3.5x; the plan ends below that. Return gives way as spend rises, so that return and this revenue do not come together in the time. In measured accounts net sales ran below logged store revenue, so targets sit on the lower number. A missed month shows up early instead of at the end of the plan.

    How it works

    Budget decisions are read off net sales, not the ad platform alone. The reported return and the store-side return are read side by side every week. Each budget step is argued against the written target.

  3. Creative testing · Month 1

    What we'd do

    Test with video, catalogue ads and UGC and creator video first, rising to several dozen new ads a month by the final month, with carousel watched closely since it returns less than the rest. Brief creators for a steady run of UGC video, with regional-language cuts of the winners. Put most of the budget behind one broad video campaign of the core products, including a customer testimonial. Commission ads in batches, and read each batch for a set window before ordering the next.

    Why

    Regular UGC keeps testing going, and a regional cut stretches a winning idea further. An everyday product sells best when the algorithm is free to find its buyers. Buying more before a batch is read means paying for guesses.

    How it works

    Winning UGC is cut into regional languages before new ideas are bought. The video that takes off is scaled; the tests around it are cut. Batches that do not convert are cut; winners get the budget. More spend buys more new ads, led by video ahead of catalogue ads.

  4. Scaling · Month 2 to 8

    What we'd do

    Through Month 2 to Month 8, push toward ₹4.5Cr: the budget climbs in steps and return falls, and Instagram Reels carries the most spend and Instagram Feed the next. Let return decide budget: more while it holds, less when it slips. Front-load about a third of each month's budget into the first week. Put seasonal collection campaigns in front of each festive and wedding peak.

    Why

    Across Month 2 to Month 8, the modelled budget climbs in steps, and return on spend falls as it does. Three of these months stop their budget step where return would slip too far. Spend scaled in our measured accounts pushed cost per order up and return down, so no step is taken on hope. Early-month demand is stronger for repeat consumables.

    How it works

    Each month's budget is set by the return the last one earned. The monthly budget curve is weighted to the opening days. Budget moves between regions as the calendar turns. In the final month, Instagram Reels takes the most spend and Instagram Feed the next most. Most spend reaches people who have not bought yet; past visitors return more per rupee.

  5. Steady state · Month 9 to 12

    What we'd do

    From Month 9, hold the gains and push toward ₹4.5Cr only as far as return allows. Refresh tired ads by mixing old and new creatives, and keep a creative bank. Hold targets on net sales as volume grows, since returns rise with it.

    Why

    From Month 9 growth slows while revenue is still under ₹4.5Cr. Budget stays about level over these months. In one account we measured, click-through fell before revenue did; refresh is how that is avoided. Net sales ran below logged store revenue in our measured accounts.

    How it works

    New creatives mix with proven ones rather than replacing them all at once. Each review opens with net sales against the target.

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. Net sales after returns are matched to logged revenue. Store fixes go live: reviews, trust pointers and the prepaid offer.

    • Projected revenue ₹1.25Cr
    • Projected ROAS 2.45x
    • Planned ad spend ₹51L
  2. Month 2

    Scaling starts: the winning UGC runs in regional-language versions. Return holds as the budget holds.

    • Projected revenue ₹1.39Cr
    • Projected ROAS 2.53x
    • Planned ad spend ₹54.8L
  3. Month 3

    The creative bank supplies this period's refresh.

    • Projected revenue ₹1.47Cr
    • Projected ROAS 2.75x
    • Planned ad spend ₹53.7L
  4. Month 4

    The creative batch is read and the winners keep the budget. Return falls as the budget steps up.

    • Projected revenue ₹1.72Cr
    • Projected ROAS 2.34x
    • Planned ad spend ₹73.6L
  5. Month 5

    A seasonal collection campaign takes a larger share of budget.

    • Projected revenue ₹1.96Cr
    • Projected ROAS 2.30x
    • Planned ad spend ₹85.3L
  6. Month 6

    Budget is reviewed against return before the next step. The budget step stops where return would slip: return dips as the budget steps up.

    • Projected revenue ₹2.18Cr
    • Projected ROAS 2.12x
    • Planned ad spend ₹1.03Cr
  7. Month 7

    The winning UGC runs in regional-language versions. The budget step stops where return would slip: return holds as the budget holds.

    • Projected revenue ₹2.28Cr
    • Projected ROAS 2.16x
    • Planned ad spend ₹1.06Cr
  8. Month 8

    The creative bank supplies this period's refresh.

    • Projected revenue ₹2.28Cr
    • Projected ROAS 2.13x
    • Planned ad spend ₹1.07Cr
  9. Month 9

    The plan moves into its steady phase, leaning on refreshed ads and repeat buyers. Return is still below the level where more budget pays, so return rises as the budget holds.

    • Projected revenue ₹2.34Cr
    • Projected ROAS 2.22x
    • Planned ad spend ₹1.06Cr
  10. Month 10

    The creative batch is read and the winners keep the budget. The budget step stops where return would slip: return holds as the budget holds.

    • Projected revenue ₹2.28Cr
    • Projected ROAS 2.14x
    • Planned ad spend ₹1.07Cr
  11. Month 11

    A seasonal collection campaign takes a larger share of budget.

    • Projected revenue ₹2.26Cr
    • Projected ROAS 2.02x
    • Planned ad spend ₹1.12Cr
  12. Month 12

    Each budget move is read against the return it bought. Return is still below the level where more budget pays, so return rises as the budget holds. Revenue ends below ₹4.5Cr, the target set at enquiry, because budget stops rising where return would slip. Cost per purchase ends higher than in the learning phase. The final return on spend is below the 3.5x the brand asked for.

    • Projected revenue ₹2.37Cr
    • Projected ROAS 2.17x
    • Planned ad spend ₹1.09Cr

07 · Learnings

Learnings from Food & beverage brands we measured

  1. Kept remarketing on add-to-cart and checkout audiences (11.2x)

  2. Put 95% of the Meta budget behind videos of the core products, including a customer testimonial

  3. Refreshed tired ads by mixing old and new creatives; one product ad returned to 24.8x

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