Data & Operations · F&B

The Nlyten Playbook · Case 01

Chakra. Since 1985.

How a 40-year heritage dine-in brand turned a dormant Zomato listing into a 2.1× growth engine — then harvested margin without losing volume.

2.1×
Zomato growth · Sep '25 → Jan '26
1.9×
Apr '26 GMV vs Sep '25 baseline
6.98×
Swiggy ROAS · April 2026

Mumbai · Sakinaka

Prepared 2026

Confidential

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Before

A legacy brand whose delivery was an afterthought.

Chakra is a neighbourhood institution in Sakinaka — a North-Indian kitchen that has fed Mumbai since 1985. Forty years of dine-in equity, a kitchen that runs without supervision, an owner who knows half the regulars by name. Delivery never got the same attention. The Swiggy listing existed and pulled a flat line of orders month after month — no calendar, no ad rhythm, no segmentation by customer state. The Zomato listing had been created in 2024 as a courtesy and then sat dormant for roughly twelve months: no photography, no merchandising, no spend. When we began formal engagement in September 2025, the channel was an asset on paper and a non-entity in practice. The opportunity wasn't to invent demand — Chakra already had a brand. The opportunity was to wire delivery up to it.

Since 1985 · strong dine-in equity
Brand
Live · sales flat for years
Swiggy
Dormant since 2024
Zomato
Swiggy-only · no Zomato
Pre-2024
Formal engagement begins
Sep 2025
92% of peak retained
Apr 2026

Activation · Sep 2025

Sixty days. Four moves.

Activation isn't a launch event. It's a sequence of small, durable changes that turn a passive listing into a measured channel. The team and we worked through four of them in the first two months. 01 Listing hygiene — photography rebuilt across both aggregators, item descriptions tightened, the menu re-architected for delivery (fewer items, structured around what travels well, not a carbon copy of the dine-in card). 02 Monthly ad calendar — one calendar, segmented two ways: by timeslot (Dinner, Lunch, Snacks, Late-Night) and by user state (New, Repeat, Lapsed). Each cell has a budget and a job. Spend stops being a monthly average and starts being a daily decision. 03 Coupon ladder — not blanket discounting. A five-rung ladder where each coupon targets a specific customer state — trial, repeat, dormant, snacking. 04 Weekly operating review — a standing meeting with the kitchen team on rating-rejection items, complaint patterns, ad ROAS by slot. Slow enough to be calm, frequent enough to compound. The single most undervalued lever in the work. "We don't sell ads. We run channels."

Both aggregators
01 · Listing hygiene
By slot + user state
02 · Monthly ad calendar
5 rungs · cohort-tuned
03 · Coupon ladder
Kitchen team
04 · Weekly operating review
60 days
Sprint
We run channels, not ads
Operating principle

Phase 1 · Oct '25 → Jan '26

Win catchment share first. Margin comes next.

Phase 1 was disciplined aggression. Visible spend on both aggregators, a full coupon ladder running, and a deliberate willingness to absorb a higher discount percentage in exchange for share. The bet was simple: share earned now would compound — and would be cheaper to defend later than to win later. Indexed against the September baseline (Sep '25 = 100), Zomato climbed to 175 in October, settled to 151 in November as the calendar found rhythm, then 194 in December and an all-time peak of 210 in January 2026 — 2.1× the baseline in four months.

Index 100
Sep '25 baseline
Index 175
Oct '25
Index 151
Nov '25
Index 194
Dec '25
Index 210
Jan '26 — all-time peak
2.1×
Growth in 4 months

The Playbook · Discount with intent

Every coupon has a job.

Blanket discounting subsidises customers who would have ordered anyway. Chakra runs a five-rung coupon ladder — each rung sized for a specific customer state, each one paying for a different outcome. FLAT150 is the proof point: an AOV that runs ~1.6× the brand average on a discount line tells you the customer it pulls is not a price shopper — it's a repeat customer who would have ordered anyway, now ordering more. FLAT125 is the volume workhorse with balanced cohorts. SWIGGY6 and SWIGGYBITE are low-ticket trial and snacking-occasion coupons. SAVEBITE costs roughly as much per order but does a different job: it reactivates a dormant guest. Neither coupon is a markdown. Each one is a tool with a use. The arithmetic of margin recovery is mostly that boring — April discount intensity at 12.6% of discounted-order revenue, down from 15.1% in March. Less discount, more revenue.

AOV 1.65× brand
FLAT150 · repeat-driver
AOV 1.45×
FLAT125 · volume workhorse
AOV 0.55×
SWIGGY6 · low-ticket trial
AOV 0.56×
SWIGGYBITE · snacking
AOV 0.61×
SAVEBITE · reactivation
15.1% → 12.6%
Discount intensity Mar → Apr

Phase 2 · Feb '26 onwards

Volume held. Margin came back.

Phase 2 is the part most operators never get to. With share won, the work shifts from buying visibility to defending it cheaply. February dialled the same calendar back — same rhythm, less spend per outcome. What changed in February: discount % dialled back across the ladder, ad ROAS targets tightened, spend concentrated on the highest-return slots instead of spread across the day, new-acquisition coupons trimmed where the cohort had already converted. What didn't change: the weekly review with the kitchen team, the ratings discipline, the segmentation by timeslot and user state — the operating cadence built in September stayed exactly as it was. That consistency is the asset. What this proves: Phase 2 only works because Phase 1 earned the volume. They are not two strategies, they are one — investment then harvest. Skip the investment and there's nothing to harvest. Skip the harvest and the channel never pays.

92%
Peak sustained · Apr vs Jan
↓ 8%
Discount spend · Mar → Apr
↑ 10%
Discounted revenue · Mar → Apr
Spend per outcome
What changed
Cadence + ratings discipline
What didn't
Investment, then harvest
What this proves

April 2026 snapshot

A measured channel.

In four months we turned a dormant listing into a 2.1× growth machine. Then we dialled back discount and ad intensity — and April came in at 92% of peak volume with 11–15% better ROAS on both aggregators. April GMV at 1.9× the September baseline. 2,148 monthly orders. AOV held through the full activation arc. Average rating 4.23 / 5. Discount percentage at 10.5%. Delivery is now a measured channel, not a side bet.

1.9×
Apr GMV vs Sep '25 baseline
2,148
Monthly orders
Held
AOV through full arc
4.23 / 5
Average rating
10.5%
Discount percentage
92%
Of Jan peak · sustained

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.