↩️
Returns quietly eat your real ROAS
Apparel returns run 20-30%+ — far above other categories, mostly size and fit. A "3× ROAS" dashboard can be a 2× business once returns clear. Most agencies never reconcile for it.
₹10CR+ AD SPEND MANAGED · FASHION & APPAREL D2CHigher ROAS on
Higher ROAS on
Fashion That Sticks.
Built for apparel brands.
We scale fashion and apparel D2C brands whose Meta ROAS has plateaued — accounting for the things generic agencies ignore: returns, seasonality, and a catalog with hundreds of variants. We rebuild the account around net, in-stock, margin-positive ROAS — not the dashboard number.
📊10,000+Campaigns Run💰₹10Cr+Ad Spend Managed🤝97%Client Retention
SOUND FAMILIAR?
Why fashion accounts plateau differently
🗓️
Seasonality & drops break the algorithm
New collections, festive peaks, and end-of-season sales spike and crater spend. Every big budget swing resets Meta’s learning phase — so launches and clearances cost more than they should.
🎨
Creative fatigues at trend speed
Fashion moves faster than any other vertical. The same lookbook shots and 4-5 concepts decay in weeks, not months, and there’s never enough fresh creative in the pipeline.
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A big SKU catalog Advantage+ can’t read
Hundreds of size/colour variants, a messy feed, and out-of-stock bestsellers still burning spend. Catalog and Advantage+ Shopping only perform when the feed underneath them is clean.
THE OPPORTUNITY
What a fashion brand built for return-adjusted ROAS looks like
The fashion brands scaling profitably aren’t necessarily the best designers — they’re the ones whose catalog, creative, and returns math are all built for the same drop cycle.
WHY GENERIC MEDIA BUYING FAILS ON FASHION
Advantage+ optimizes to the sale — not to the sale that sticks.
Meta’s AI happily buys you revenue that walks back in as a return, spend on out-of-stock SKUs, and clearance orders at zero margin. Fashion needs a layer that optimizes to net, in-stock, margin-positive revenue. That’s the layer we own.
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Return-adjusted ROAS, not dashboard ROAS
We reconcile ad-platform revenue against post-return, post-exchange order data before any scaling call — so you scale what’s actually profitable, not what looks good pre-returns.
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Catalog & feed built for variants
Clean product feeds, variant-aware catalogs, and Advantage+ Shopping / PMax tuned so spend follows what’s in stock and converting — not last season’s hero product.
⚡
Creative velocity for drop cycles
A structured pipeline of angles — UGC, on-model, flat-lay, styling, social proof — refreshed on a fixed cadence, so creative keeps pace with collections instead of fatiguing silently.
📈
Peak & clearance without resets
Launch and end-of-season budgets ramped on a tested pacing plan that respects the learning phase — so festive and sale windows scale instead of spiking your CPAs.
WHAT WE DO
What a plateaued fashion account actually needs
Not a service menu — the specific levers that move ROAS for apparel, footwear, and accessories.
Meta Ads Account Rebuilds
Full ICP, audience architecture, and campaign-structure rebuild for fashion accounts that have plateaued — sized for seasonality and drops, not a static evergreen catalog.
Return-Adjusted Attribution
Ad revenue reconciled against real post-return order data, so scaling decisions are made on the ROAS that survives contact with your returns rate.
Catalog & Feed Optimization
Variant-aware product feeds and Advantage+ Shopping / PMax setup so spend follows in-stock, in-season, converting SKUs — not dead inventory.
Creative Testing for Fashion
Structured angle/format rotation — UGC, on-model, flat-lay, styling, social proof — on a cadence built for trend and drop cycles.
Shopify CRO for Apparel
PDP and landing-page optimization built around the fashion buyer: size guidance, fit confidence, returns clarity, and outfit cross-sell to lift AOV.
Peak & Launch Playbooks
Festive, wedding-season, and end-of-season-sale ramp plans that scale spend through high-CPM windows without breaking the account.
REAL RESULTS
A real fashion D2C result
FEATURED CLIENT · FASHION D2C
Paraiso
Fashion D2C · Comfort Wear
Stuck at a ~1.9× ROAS with revenue flat, creative fatigued, and every scaling attempt breaking the unit economics — rebuilt from the ground up, returns and seasonality included.
3.2×
ROAS (up from 1.9×)
6×
Revenue growth in 60 days
Live
Scaled profitably — still running today
HOW IT WORKS
Four steps, zero guesswork
01
Account & Returns Diagnostic
A free audit of your account and your real return-adjusted ROAS — where spend leaks, which SKUs actually pay, and what we’d rebuild first.
02
Rebuild the Foundation
ICP, audience architecture, catalog/feed, and net-of-returns attribution get fixed before a single rupee of new scaling spend goes out.
03
Systematic Creative Testing
Angle and format testing built for fashion — on-model, UGC, flat-lay, styling — across cold/warm/hot on a fixed cadence.
04
Scale Through the Season
Disciplined, rules-based scaling tuned for drops, festive peaks, and end-of-season sales — growing net ROAS instead of breaking it.
WHY GROWTH ESCALATORS
Not your average agency
We price returns in from day one
Fashion’s defining problem is returns. We build the whole account around net, post-return revenue — most agencies optimize to a dashboard number that apparel invalidates.
Full-funnel, not just media spend
We own catalog, attribution, and PDP conversion — the parts of a fashion funnel that are actually defensible against automated media buying.
Proof, not promises
Real before/after numbers from a real fashion account (Paraiso: 1.9×→3.2× ROAS) — not vague case-study language.
Built for the plateau, specifically
Most agencies launch accounts. We specialize in fashion accounts that already have spend, data, and a plateau — and know why apparel plateaus differently.
FREE TOOL · 30 SECONDS
What ad budget do you need to hit your revenue goal?
Move the sliders to your numbers and see the monthly ad budget it takes to hit your fashion brand’s revenue goal.
₹10 L
3×
LET'S TALK
Tell us about your fashion brand
Fill this in and we'll get back within 24 hours with a no-obligation account + returns diagnostic.
- ✓ No commitment — the first strategy session is free
- ✓ Reply within 24 hours, weekdays
- ✓ Your enquiry is reviewed by a real person
QUESTIONS, ANSWERED
Frequently asked
It’s the first thing we fix. We reconcile ad-platform revenue against your real post-return, post-exchange order data and manage the account to return-adjusted ROAS — so you scale what’s genuinely profitable, not revenue that walks back in three weeks later.
Yes — variant-heavy catalogs and drop cadences are exactly the fashion problem we build for. We keep the product feed clean, make Advantage+ Shopping/PMax follow in-stock and in-season SKUs, and run launch/clearance budgets on a pacing plan that doesn’t reset the learning phase.
Fashion fatigues faster than any category, so we run a structured creative pipeline (UGC, on-model, flat-lay, styling, social proof) on a fixed testing cadence rather than making a new ad only when the old one dies. Fresh angles keep feeding the account through every collection.
Yes — the method is the same across fashion sub-categories: net-of-returns economics, a clean catalog, and creative built for the buying occasion. The specifics (fit confidence for apparel, styling for accessories, festive timing for ethnic wear) get tailored in the rebuild.
We scale on contribution margin, not just ROAS. End-of-season and festive discounting have a place, but we make sure ad spend isn’t buying zero-margin clearance orders and calling it success — the pacing and reporting are built around what actually pays.
It depends on ad spend scale and scope — you’ll get a specific number after the free diagnostic call, not a generic range.
Catalog-automation tools generate and rotate product ad creative from your feed — useful, but they don’t fix a broken account underneath it. We rebuild the account itself: return-adjusted attribution, a variant-aware feed, and audience/creative strategy built for fashion’s fast trend cycle, then layer catalog ads on top of that foundation. The automation only pays off once the account underneath it is healthy.
We do, on the agency side — large apparel catalogs with size and colour variants are exactly what our catalog and feed optimization work is built for. We keep the product feed clean and variant-aware so Advantage+ Shopping and PMax spend follows what’s in stock and in season, paired with return-adjusted attribution, because a clean feed only matters once you’re also reconciling for apparel’s 20-30%+ return rate before calling a SKU profitable.
Growth Escalators does — full-funnel is the default, not an upsell: cold-audience creative for awareness, structured retargeting for mid-funnel, and catalog/dynamic ads for conversion, all built around fashion’s fast creative fatigue and drop cycles. Our Paraiso result — 1.9×→3.2× ROAS and 6× revenue growth in 60 days — is a fashion D2C brand we scaled with exactly this structure.
GO DEEPER
The playbooks behind the rebuild
The same thinking we apply to fashion accounts, in depth.
Performance marketing for D2C brands (overview)
Our full D2C performance-marketing approach — the pillar this fashion page sits under.
How to scale Meta ROAS past the plateau
The four-part account rebuild — the exact framework behind Paraiso’s 1.9×→3.2×.
The creative testing framework for D2C
Angles, hooks, cadence, and kill criteria — built for fashion’s fast fatigue.
CAC vs LTV: the only ad-spend math that matters
Why return-adjusted unit economics decide whether your spend is working.
Ready to scale fashion profitably?
Book a free account + returns diagnostic. We’ll show you your real return-adjusted ROAS and exactly what we’d rebuild first — no obligation.
Book a Free Strategy Call