Case Study
From Acquisition FatigueTo Category Growth
How Hovers rebuilt a declining acquisition engine for a D2C skincare brand into a scalable growth system, and turned six months of erosion into ₹23.6L in a single quarter.
Total sales in 91 days
Growth versus the prior period
Orders on flat traffic
Chapter 01 · Achievement
A structured growth system reignited performance
Monthly revenue, the decline, the rebuild, the breakout
+462% Nov to Apr
4.55
AUG 25
2.44
SEP 25
2.32
OCT 25
1.78
NOV 25Floor
2.93
DEC 25
4.52
JAN 26
5.43
FEB 26
7.55
MAR 26
10.01
APR 26
Revenue in ₹ lakh from the daily ledger. November 2025 was the floor. April 2026 was the first ten lakh month, and the account held the level afterwards.
+462%
Revenue from the November floor to the April peak
₹10.0L
April 2026, the first ten lakh month in the account
Scale and efficiency moved in the same direction
Campaign efficiency
January against February 2026
| Metric | Before | After | Delta |
|---|---|---|---|
| Sessions | 16,428 | 16,491 | +0.4% |
| Orders | 400 | 560 | +40.0% |
| Conversion rate | 2.43% | 3.40% | +39.5% |
| Cost per customer | ₹684 | ₹541 | −21% |
Product growth
Quarter on quarter, client reported
| Metric | Before | After | Delta |
|---|---|---|---|
| Cloud | hero SKU | scaled | +262% |
| Rose Veil | ₹0.58L base | top category | +562% |
| Calm Balm | new SKU | ₹1.98L | from zero |
| SOS | ₹0.64L | ₹1.10L | +74% |
The engagement, in numbers
6
Months of month on month decline before the rebuild
4
Root causes diagnosed inside the account
4
Pillars in the rebuilt growth system
−21%
Cost to acquire a customer, ₹684 to ₹541
3.40%
Conversion rate in February, up from 2.43% in January
₹541
Cost per customer, down from ₹684
₹23.6L
Total sales, Feb 4 to May 5 2026
+145%
Growth versus the prior 91 days
562%
Top category growth, Rose Veil
Chapter 02 · Executive Summary
The problem was never traffic. It was architecture.
₹23.6L
Total sales in 91 days
February 4 to May 5, 2026
+145%
Growth versus prior period
The same account, a different architecture
3.40%
Conversion rate
Up from 2.43% on effectively flat traffic
“We didn't need more budget. We needed the account to make sense again. Hovers took it apart, rebuilt it around how our products actually sell, and the growth that followed came from converting better, not from spending more.”
“A declining account is rarely short of money. It is short of signal, and signal is an architecture problem.”
The insight
Fragmentation is not a tidiness problem, it is a statistical one. Signal split across too many structures means none accumulate enough conversions to optimise against, so the account never leaves the learning phase.
Chapter 03 · Ambition
Not a better month. A repeatable way to find growth.
Scale the hero SKUs without acquisition cost rising with them, give newer categories a structured route to scale, and replace month to month firefighting with a fixed cadence.
The brand
- Fast growing D2C skincare brand
- Creative led acquisition across multiple categories
- A small group of hero SKUs carrying most revenue
- Newer SKUs needing a structured route to scale
Channel
- Meta
- Shopify
- D2C commerce
Constraint chain
New customer acquisition in month on month decline
Reduced incremental reach, the same audiences rebought
Campaign fragmentation, signal split across structures
Creative fatigue, refresh cycles too slow
Budget following last month's split, not opportunity
Months of decline
6
August 2025 peak, then erosion every month
Efficiency floor
1.54x
December, highest spend since August, worst return
Cost per customer
₹790
Where acquisition cost peaked in mid December
The evidence, monthly revenue, spend and return
| Month | Revenue | Spend | Return | Read |
|---|---|---|---|---|
| Aug 2025 | ₹4.55L | ₹1.48L | 3.08x | The peak |
| Sep 2025 | ₹2.44L | ₹1.51L | 1.62x | Revenue −46%, spend flat |
| Oct 2025 | ₹2.32L | ₹1.19L | 1.95x | Sessions −34% |
| Nov 2025 | ₹1.78L | ₹0.95L | 1.87x | Revenue floor |
| Dec 2025 | ₹2.93L | ₹1.90L | 1.54x | Efficiency floor |
Chapter 04 · Action
Four pillars that turn spend into compounding learning
Consolidation came first. None of the other three work while signal is fragmented.
December 2025, where the funnel leaked
3,146
Link clicks
2,838
Landing page views
519
Add to cart
221
Checkout initiated
84
Purchases
- Pillar 01
- Pillar 02
- Pillar 03
- Pillar 04
01 · Campaign consolidation
Signal concentrated instead of scattered
- Simplified structures
- Stronger learning
- Faster optimisation
Chapter 05 · The Hovers OS
One system. Six disciplines.
On this engagement
- Orbit led, consolidating account architecture so signal could concentrate.
- Research ran product opportunity analysis to allocate budget by SKU.
- Edge centralised scaling decisions against thresholds.
- Vector designed the awareness to retargeting funnel and audiences.
- Human built monthly and quarterly plans with product level targets.
- Sculpt ran the creative refresh cadence against fatigue thresholds.
What changes between engagements is which discipline leads. For Solved Labs it was Orbit, the account architecture that everything else moves inside.
The acquisition engine, a loop rather than a ladder
1
Product intelligence
Which SKU has headroom, at what return and cost
2
Creative build
Concepts written against the product, not the channel
3
Structured testing
Consolidated structures so tests accumulate signal
4
Awareness layer
Top of funnel reach builds the audience to convert
5
Retargeting layer
Mid and lower funnel outperformed across all SKUs
6
Conversion
Offer and landing tuned to the leaking funnel step
7
SKU scaling
Winners funded immediately, the loop restarts
Governance
- Monthly growth plan
- Product ROI targets
- Kill thresholds
- Weekly reviews
- Quarterly reset
Chapter 06 · Business Impact
Same traffic. Forty percent more orders.
February 2026 is the cleanest proof in the dataset that what changed was the engine and not the budget, because the traffic did not move. Cloud carried the revenue at +262%. Rose Veil carried the proof at +562% off a ₹58K base.
Growth by category, quarter on quarter
+562%
Rose Veil
+262%
Cloud
+74%
SOS
+145%
Account
Product level splits are client reported from Shopify analytics. The period total they belong to reconciles to the Hovers daily ledger within 0.04%.
+40%
Orders in February on 0.4% more sessions
−21%
Cost to acquire a customer across the quarter
5.6x
Revenue from the floor to the peak month
Why it worked
December returned 1.54x on the highest spend since August. February returned on structure rather than budget. Allocating by product against its own return finds headroom where it actually exists, which is how one SKU scaled and another started from cold.
Built once, run on a fixed cadence
Consolidation
Creative cadence
SKU allocation
Funnel design
Monthly reset
The Outcome
Growth from conversion, not from spend
Total sales in 91 days
Growth versus prior period
Orders on flat traffic
Cost to acquire a customer
Build your growth system with Hovers
If your account is spending more and returning less, that is rarely a budget problem. We start with where the funnel actually breaks, then rebuild the architecture around it.
Want the full engagement detail? Talk to the Hovers growth team