Data & Operations · F&B

The Nlyten Playbook · Case 03

Vanilla Miel. 2.5 years.

Growing a luxury patisserie on aggregators — without losing the brand.

~65×
Topline growth · 2.5 years
1 → 2
Outlets · channels · categories
~0%
April 2026 discount

Mumbai · Sakinaka · Bandra

Prepared 2026

Confidential

Read this case as a PDF — the full eight-page playbook.

Download PDF →

Before · Sep 2023

A strong brand. An undeveloped operation.

In September 2023, Vanilla Miel was already a brand of quiet conviction — a premium patisserie in Mumbai with a loyal following, an exacting product, and the kind of equity that takes years to earn and a single bad year to spend. The kitchen in Sakinaka had been working since the brand's earliest days; the cafe at Bandra was still an idea. The brand was strong. The operations beneath it were not. Delivery channels were under-instrumented, costing was intuitive rather than measured, and there was no rhythm to the year — none of the slow, unglamorous machinery a luxury brand actually needs to grow on channels designed for the opposite kind of business. What follows is two and a half years of partnership. A profile of the work, not a metrics report.

1 — Sakinaka, kitchen only
Outlets
Swiggy only · not on Zomato
Channels
No costing system
Costing
None
Aggregator playbook
None
Coupon calendar
Rupee values not disclosed
Note

The 2.5-year arc

From one outlet to two. From one channel to two. From patisserie to patisserie + savoury.

Food costing first — co-developed line by line through 2023–2024, the unglamorous backbone that meant any later tactical investment could be made with margin discipline rather than guesswork. Then Zomato onboarding for Sakinaka — for a brand that had grown comfortable inside one channel, opening a second is more than a listing; it's a rebuild of merchandising, photography and discount discipline tuned to a different audience. In November 2024, a double move — the first physical cafe at Pali Village in Bandra, and the savoury menu introduced alongside it. New room, new occasions, a broader category — landed together and tuned together from the first week.

Engagement + costing starts
Sep 2023
Zomato onboarded · Sakinaka
Early 2024
Bandra cafe + savoury launch
Nov 2024

The Constraint

For a luxury brand, the question is never "how much discount?".

It's "how do you grow on aggregators without commoditising the brand?" Aggregator algorithms reward discounting. The more aggressively a listing leans into coupons, the more visibility it gets, and the more the platform's own ranking models learn to surface it. For most brands, that's the whole game. For a luxury brand, it's an existential problem. Premium AOV is the asset that took years to build. Always-on discounting doesn't just shave margin — it teaches customers a different price expectation, and reshapes the brand they came to you for. So the work could never be "more coupons." It had to be calendar discipline; menu architecture that grew the basket on its own terms; visibility ads concentrated on the moments that mattered; photography and ratings doing the slow, compounding work between festivals. The proof is in the months that aren't festivals. April 2026 is one of them. Discount: effectively zero. Rating: 4.22 / 5. AOV: preserved. The brand kept growing — and kept being itself.

Effectively zero
April 2026 discount
4.22 / 5
April 2026 rating
Preserved
AOV

The Playbook · Calendar-led

A calendar, not a coupon.

Tactical investment is concentrated on a handful of moments each year — the ones that already mean something to the customer, where a premium brand is allowed to show up loudly without contradicting itself. Between those moments, the work is operating fundamentals: menu architecture, visibility ads, photography, ratings. Not price. Concentrated tactical investment on 5–7 moments per year: Valentine's, Mother's Day, Father's Day, Rakhi, Diwali, Eid Edit, Christmas. Between them, the brand grows on operating fundamentals — not on price.

5 – 7
Tactical moments / year
Menu · photos · ratings
Always-on
None
Off-calendar discount

The Trajectory · Jun 2024 → Apr 2026

A curve, not a spike.

Across 2.5 years of partnership, growth is a sustained curve — not a one-off win. October 2025 was the festival peak; April 2026 (a non-festival month) sits at around 80% of that peak under the calendar-led model. Bandra opened in November 2024 and the combined trajectory has compounded month after month since. Combined monthly delivery activity, indexed against the June 2024 baseline, has grown more than tenfold over the two-year window. Rupee figures withheld at client's request; the shape of the curve is the story.

Index 100
Jun 2024 baseline
Index ≈ 1,300
Festival peak · Oct 2025
≈ 80%
April 2026 vs peak

Outlet-level nuance

Same brand voice. Two operating playbooks.

Sakinaka is a kitchen brand at heart — born here, deeply familiar with the neighbourhood, with a customer base that orders in. Delivery is the primary occasion. The playbook follows the data: lunch is the winning daypart, dinner is not, and ad investment is shaped to mirror that fact rather than fight it. Bandra is the first physical cafe — a different customer mix walking in, a different posture going out. The delivery channel runs alongside an in-person room rather than substituting for one. Afternoons are the cafe-driven occasion the data picks up clearly, and the ad plan reads that signal as the lead.

4.84×
Sakinaka · Swiggy ROAS
6.3×
Sakinaka · Lunch ROAS
2.6×
Sakinaka · Dinner ROAS
4.93×
Bandra · Swiggy ROAS
4.50×
Bandra · Zomato ROI
6.3×
Bandra · Snacks ROAS

What we worked on · 2023–2026

Not just delivery. Six workstreams in 2.5 years.

Food-costing system (2023–2024) — co-developed line by line; the unglamorous backbone that made disciplined, tactical investment possible later. Channel expansion (2024 onward) — Zomato onboarded for Sakinaka, then both aggregators live for the new Bandra cafe. Photography, merchandising, discount discipline tuned per channel. Physical expansion (Nov 2024) — the Bandra cafe launch at Pali Village; first physical room, two outlets, a different operating posture for the brand. Menu architecture (Nov 2024) — savoury introduced alongside the Bandra launch; broadening occasions and dayparts. A brand-equity decision before a menu decision. Calendar playbook (ongoing) — five to seven festival moments concentrated and resourced; the in-between months protected for hygiene work — ratings, menu, photography. Two operating models (2024 onward) — one playbook for the delivery-led outlet; one for the cafe + delivery outlet. Each daypart, ad shape and ratings cadence built to fit its own room.

2023 – 2024
01 · Food-costing system
2024 onward
02 · Channel expansion
Nov 2024
03 · Physical expansion
Nov 2024
04 · Menu architecture
Ongoing
05 · Calendar playbook
2024 onward
06 · Two operating models

April 2026 snapshot

Two outlets. Two aggregators. AOV preserved.

In 2.5 years Vanilla Miel went from one outlet, one channel, and an undeveloped operation — to two outlets, both aggregators, patisserie and savoury. The growth came from a calendar, from menu architecture, and from concentrated ad investment — not from price erosion.

~65× topline
vs September 2023
2 · Sakinaka + Bandra
Outlets
2 · Swiggy + Zomato
Aggregators
4.22 / 5
Average rating
~0%
April discount
Preserved through 2.5 yrs
AOV

The Invitation

Want this for your restaurant?

01

Who we work with

F&B operators with real kitchens and real brands — from single heritage names refinding the channel to national multi-outlet groups defending margin at scale. If delivery matters to your P&L, we should talk.

02

How we work

In-house operator partner, not an agency. Weekly cadence with the team. Monthly review with leadership. A shared dashboard, a shared calendar, one set of numbers everyone is reading from.

03

How to start

A discovery call, a free written audit, then a decision. The audit is a read of where the channel is leaking, what's fixable, and what it's worth — yours to keep, whether or not you choose to work with us.

Step one

Discovery call

A 30-minute conversation. We look at your aggregator dashboards together, identify the obvious leaks, and tell you whether the channel is worth instrumenting.

Step two

Free audit

We pull your real numbers and put together a written audit — where the money is leaking, what's fixable, what it's worth. Yours to keep. No obligation.

Step three

Engagement

If the audit makes sense, we move to an operating partnership. Weekly cadence with the kitchen. Monthly review with leadership. Numbers everyone trusts.

Contact

surpreet@nlyten.com

Web

nlyten.com

Based

Mumbai · India

Shared with client consent. Numbers reflect aggregator-reported gross revenue, consistent with the Nlyten dashboard convention. Absolute margin figures withheld for confidentiality.