GTMLab
Our focus

Paid ads growth — and nothing else.

We don't do brand. We don't do generalist work. Five disciplines stacked together to make one outcome: a paid engine that compounds every month.

The 5 services we shipPerformance MarketingThe growth engine itself. Paid acquisition across every channel.Performance CreativeAds that win the auction. AI-tuned creative production at scale.Funnel Strategy & CROConversions, end to end. Landing pages, funnel rebuild, A/B testing.Data & AnalyticsEvery dollar traced. Dashboards, attribution, AI signal monitoring.GTM & Growth LabStrategy that ships Monday. Channel tests, positioning, expansion.
All 5 in motion
Full-stack engagementLuxury Boat Tours
A luxury boat tours relied on OTAs for bookings. We rebuilt their paid acquisition, and in under 2 months, direct revenue up 30%, CAC down 35%.
>30%Direct Website Bookings increase
>20ROAS
Our WorkCase StudiesClientsProofTestimonialsCreativesFunnels (coming soon)
Featured case study
FeaturedLuxury Boat Tours
A luxury boat tours relied on OTAs for bookings. We rebuilt their paid acquisition, and in under 2 months, direct revenue up 30%, CAC down 35%.
>30%Direct Website Bookings increase
>20ROAS
IndustriesHealthcareWellnessEcommerceHospitalityTourismTech StartupsPropertyEvents & Conferences
ResourcesBlogTeardown Library (coming soon)Events (coming soon)Talks (coming soon)
WorkshopsGTM Mapping0→1 / pre-revenue founders. Map your full GTM.Growth DecodePMF + paid spend. Decode competitors, rebuild engine.Bali Tour 2026 (ended)20 workshops · 2 weeks · May 2026 wrap-up.Australia Tour 2026 (planning)Sydney · Melbourne · Jun–Jul 2026.
From the blog →
AI Alone Is Useless — Why I Built GTMLab.
Building a growth system, not a campaign treadmill.
How to audit your creative without hiring an agency (yet).
Southeast Asia's paid-ads blind spot — why localising creative beats generic scaling.
Join the bench
CareersJoin our team
100 specialists. Operator-grade pedigree. Currently hiring 5 senior roles.
5Open roles
6+Countries
100+On bench
Our story
AboutAbout GTMLab
Operator-led, senior-only, built by tech-founders.
2024Founded
~100Senior marketers
200+Teams shipped for
Let’s Talk →

Turn ad spend into revenue you can trace.

Forbes 30 Under 30 Team · Y Combinator Alumni · $20M Ad Spend Operated

Let’s Talk →
GTMLab

Paid ads growth — and nothing else. Five disciplines, one engine, every dollar traced.

Available for Q3
Jakarta · GMT+7 · global delivery

Services

  • Performance Marketing
  • Performance Creative
  • Funnel Strategy & CRO
  • Data & Analytics
  • GTM & Growth Lab

Our Work

  • Case Studies
  • Clients
  • Proof
  • Testimonials
  • Industries

Resources

  • Blog

Company

  • About
  • Careers
  • Contact
© 2026 GTMLAB.AI · 200+ brands · $20M+ ad spend operated
Ecommerce

Paid growth that compounds. Not the kind that breaks at scale.

We ship D2C paid acquisition for beauty, supplements, electronics, premium food, subscription brands, and the owned platforms that scale them. Built to hold ROAS as spend grows — not bleed it.

Book a strategy call ↗
★ ★ ★ ★ ★
Trusted by 200+ brands
GoDrinks
KAIE
Lazada
Lion Parcel
Sub-verticals

Every shape of D2C we've scaled for.

Six specializations under one pod. From beauty and supplements to electronics and owned platforms. The compounding math works differently in each — we've solved each.

Beauty

Beauty & skincare

UGC-led creative pipelines, hero-product funnels, refill subscription bridges, ingredient-aware compliance.

Supplements

Supplements & nutrition

Cohort LTV modelling, subscription conversion flows, claim-aware creative review, restock-trigger lifecycle.

Electronics

Consumer electronics

Considered-purchase funnels, high-AOV retargeting ladder, comparison-aware landing pages, post-launch lifecycle.

F&B

Premium food & beverage

Direct-commerce launch funnels, creator-led discovery, gifting + occasion funnels, repeat-purchase modelling.

Subscription

Subscription D2C

One-time → subscription bridge, churn-signal automation, cohort-tiered audiences, retention-first paid spend.

Platforms

Owned multi-country platforms

0→1 platform launch, multi-country geo expansion, currency-aware funnels, marketplace mechanics that scale.

+38%
YoY CAC inflation across D2C paid channels, 2025
D2C paid acquisition is harder than it's ever been — CPMs climbing, creative fatiguing faster, signal noisier every quarter. The accounts that compound past year two rebuild their measurement stack before they rebuild their scale. Anything less is paying for growth that breaks the moment you stop pushing.
Services we ship for D2C

Every channel and capability we run for D2C brands.

Twelve specializations under one pod. The full stack a brand needs to scale paid spend without ROAS decay — media, creative, funnel, attribution, GTM. Not just media buying.

Channel

Google Ads

Branded + non-brand search · PMax tuned to cohort LTV · Shopping feed optimization

Channel

Meta Ads

Cold prospecting · lookalikes from LTV cohorts · CAPI + server-side conversions

Channel

TikTok Ads

Native creative hooks · Spark Ads from creator content · TikTok Shop integration

Channel

YouTube

Founder-led explainer · product-demo VSL · long-form for considered purchases

Channel

Display & Programmatic

Cohort-tiered retargeting · smart prospecting · brand defense at scale

Channel

Affiliate & Creator

Creator-stitched attribution · UTM-tracked codes · paid amplification of organic winners

Service

Performance Marketing

Media buying tuned to LTV · multi-channel allocation · scaling without ROAS decay

Service

Performance Creative

UGC pipelines · creator content · 10+ variants per week, hit-rate driven

Service

Funnel & CRO

Hero PDP optimization · subscription conversion flow · bundle & upsell architecture

Service

Data & Analytics

Cohort LTV modelling · CRM stitching · decision-grade reporting that matches the bank account

Service

GTM & Growth Lab

Multi-market expansion · new-product launch · owned platform 0→1 builds

Discipline

Server-Side Tracking

CAPI + offline conversion import · ITP-resistant data layer · EMQ optimization

Industry challenges

Four problems D2C brands hit. None of them fix themselves.

D2C paid acquisition has its own physics — ROAS ceilings, creative fatigue, attribution noise, subscription churn. Here's how we approach the four that surface on nearly every audit.

01 · ROAS

ROAS decay at scale.

Every D2C account hits a ceiling where adding spend stops adding revenue. The standard agency answer is “saturation.” The real answer is usually broken attribution, fatigued creative, or an unmeasured retargeting layer — not the market.

How we approach:Rebuild measurement first, then creative pipeline, then push spend. Spend is the last lever — everything below it has to be tuned before the ceiling lifts.
02 · Creative

Creative fatigue at the pace of TikTok.

Winning ads stop working in 2–3 weeks. Brands without a creative engine lose ground every cycle — CPMs climb, frequency caps, CVR drops. Most accounts ship 1–2 new variants per week. That isn't a pipeline; that's a leak.

How we approach: 10+ variants per week through UGC + creator + studio pipelines, hit-rate scored, winners amplified, losers rotated. Creative becomes the input, not the bottleneck.
03 · Cohort

First-purchase ROAS hides retention.

Subscription brands are multi-purchase businesses; first-purchase ROAS is a single-purchase metric. Brands optimizing for the wrong number scale the wrong customers — cheap-to-acquire, high-churn cohorts that look profitable for a quarter and bleed for a year.

How we approach: Cohort LTV reporting at month-3 and month-6 checkpoints. Subscription-aware bid modelling. The campaigns we cut are the ones the dashboard rewards; the ones we scale are the ones leadership rewards.
04 · Attribution

Platform numbers don't match the P&L.

Meta says ROAS 3.5×, the CRM says 2.1×. Most accounts trust the platform because it's the only number they have. After iOS 14 and ITP, that trust is increasingly statistical fiction — modeled conversions, attribution-window stretching, and post-event guessing fill the gap.

How we approach: Server-side conversions + offline import + CRM stitching. The platform learns from cleaner signal, leadership trusts the dashboard, and blended CAC numbers stop diverging from the bank account.
Funnels we've shipped

The funnel patterns D2C brands actually compound on.

Six funnels we've built and shipped for D2C accounts. Each is a working pattern, not a template — built around cohort economics, creative throughput, and attribution that survives the next iOS update.

Beauty · Supplements · Electronics
D2C account rescue

Broken account → structured audit → campaign restructure → ROAS recovery inside 60 days. Where most engagements start when a brand has been through 2–3 agencies.

Subscription D2C · Refill brands
One-time → subscription bridge

Post-purchase subscription offer, churn-signal automation, repeat-purchase modelling, cohort-tiered win-back. The single highest-leverage funnel for any consumable D2C brand.

All sub-verticals
Creative engine at scale

UGC pipeline + creator content + studio production = 10+ variants per week, hit-rate scored, winners amplified. The creative becomes the input; ROAS becomes the output.

Owned platforms · Cross-border D2C
Multi-market expansion

Currency-aware funnels, multi-language creative, geo-specific creator pools, regional channel-mix rebalancing. The Peeba 6-country playbook, applied.

All sub-verticals
Smart retargeting ladder

Cohort-tiered audiences (visitor → cart → purchaser → subscriber), message-matched creative per tier, sequential funnel logic. The lever most accounts have least tuned.

Owned platforms · New launches
0→1 platform launch

Pre-launch audience build, launch-day push, post-launch creative engine, multi-country rollout playbook. From zero brand recognition to scaled paid acquisition inside 6 months.

Let’s get started

See what’s hiding in your ad account.

Every ad traced to revenue
Built for growth, not maintenance
Senior operators, no junior handoff

“Most agency audits are templated — they ship the same 12 slides to every account. Ours don’t. Every teardown is custom-cut to your funnel, your spend, your category.”

Albert Lie
Co-Founder
★★★★★
Trusted by 200+ brands
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FAQ

Questions we hear from D2C founders before engagement.

Depends on AOV and repeat rate. High-AOV one-purchase brands (think furniture, premium electronics) need CAC payback within the first purchase — usually 0.8–1.2× first-order revenue. Subscription or repeat-heavy brands can afford 3–6 month payback because LTV compounds. We model your specific cohort LTV before deciding what a healthy CAC even looks like — first-purchase ROAS lies on subscription brands.

Stock Shopify CAPI apps pass 2–3 of the 8 match-quality parameters Meta needs — we rebuild it server-side via sGTM or Stape so EMQ climbs from 5/10 to 9+/10. For checkout subdomain tracking (most Shopify stores have checkout on shop.app or a Shopify-hosted subdomain), we mirror cookies across so the conversion attributes back to the click that brought them.

Yes — very different. Subscription brands need LTV-adjusted ROAS plugged into Meta (the algorithm bids on first-purchase by default, which understates Meta’s real contribution by 2–5×). One-time brands need cohort-specific creative for first-time vs repeat buyers. We model both before deciding the channel strategy.

Yes. Limited inventory means we can’t just “turn the dial.” We optimize for sell-through velocity per SKU instead of blanket ROAS — pause campaigns on out-of-stock SKUs same-day, push budget toward in-stock high-margin items. Catalog feeds get hygiene checks weekly. This is one of the highest-leverage moves for fashion / accessories / F&B with seasonal inventory.

Most brands underestimate the channel-cannibalization effect. We model marketplace orders (Amazon, Tokopedia, Shopee) as part of the attribution layer so paid spend that drives marketplace conversion still gets credited. The strategic question we surface: which products belong on DTC vs marketplace, and what does pricing look like across both?

Single engagement is more efficient if the brands share an audience or back-office — we discount additional accounts (2nd–5th brand at −20%, 6+ at −30%). Separate engagements make sense if the brands have radically different ICPs and would otherwise dilute the strategist’s attention. Most portfolio holding-cos run them under one umbrella with brand-specific channel pods.

In their own words

What D2C brands say about the work.

Beauty, supplements, electronics, subscription brands. Real testimonials from clients we're still working with — many under NDA, so company names redacted to category.

“

At our size, growing the seller base meaningfully is tough, trust me, we've tried everything. Then, in 60 days, GTMLab built an acquisition method that actually brings quality merchants at scale.

Head of Project
Leading SEA E-commerce
“

We've always focused on B2B, and going direct to consumers felt like starting a new company. GTMLab built the system that made it work, and now D2C is a real source of revenue.

Head of Marketing
Hokione
Recent wins

D2C cases, with the numbers behind them.

Filtered to D2C-tagged accounts and ecom-adjacent platform builds. Drag, swipe, or use the arrows to browse.

WellnessEcommerce
Treelogy

A D2C wellness brand had loyal customers — winning new ones was the challenge as spend scaled. We rebuilt creative into a system that wins them.

MetaMetaForeplayForeplay
Performance Creative
Read case →
Ecommerce
HokiOne

A 27-year B2B distributor opened a D2C channel from scratch — and its ROAS went from 6× to over 80× in six months.

GoogleGoogle
Performance Marketing
Read case →
Ecommerce
HokiOne

We helped turn a 27 years old E-commerce existing traffic into growth: higher D2C checkout and 35%+ lower cost per qualified lead in 3 months.

GoogleGoogle
Funnel & CRO
Read case →
LogisticsEcommerce
Lion Parcel

A leading logistics company wanted to scale its drop-off network. We built and validated a partner-recruitment engine — $1M+ pipeline in 30 days.

WhatsAppWhatsAppEmailEmail
GTM & Growth LabData & Analytics
Read case →
Ecommerce
HokiOne

We scaled a 27-year distributor’s D2C ROAS from 6× to 80×+ while cutting B2B lead costs by 35%

GoogleGoogle
Funnel & CROPerformance CreativeData & Analytics
Read case →
Ecommerce
SEA's Top E-Commerce

We helped acquire 40+ tier-1 sellers for Southeast Asia's top e-commerce platform — in 2 months.

EmailEmailWhatsAppWhatsApp
GTM & Growth Lab
Read case →
Creatives we've shipped for D2C

UGC-led, retention-aware, built for the next 14 days.

A slice of the D2C creative we ship — UGC review, founder explainer, motion graphics, cinematic launch films.

MotionEcommerce
AI VSLEcommerce
AI VSLEcommerce
StaticEcommerce
StaticEcommerce
StaticEcommerce
StaticEcommerce
MotionEcommerce
AI VSLEcommerce
AI VSLEcommerce
StaticEcommerce
StaticEcommerce
StaticEcommerce
StaticEcommerce
Open the library ↗
Proof

We build market leaders for a living.

Google Ads

Multi-Brand Online Retailer in the Home & Hardware Category

Performance MarketingData & Analytics
>19X
ROAS
>3,400
TRACKED CONVERSIONS

Sell thousands of products across multiple brands and you hit one wall fast: you can't advertise everything to everyone. This retailer was competing in a market where shelf space is infinite but attention isn't. So we built a Google Ads system around what shoppers were actually searching for, using brand level segmentation matched to how people buy and tuned for conversion, not traffic. Every dollar came back more than 19× in tracked revenue, with monthly conversions growing to over 3,400, more than 5× since launch. Paid search went from a line item cost to the store's most reliable revenue engine.

Meta Ads

Electronics E-Commerce

Performance MarketingData & AnalyticsFunnel Strategy & CRO
89.82X
ROAS
$1M+
in Tracked Purchase Conversion

One of the region's largest electrical distributors had spent decades building a trusted brand, but its online sales channel was barely contributing. Digital was running close to break even and nowhere near its potential. We rebuilt the growth engine from the ground up, combining stronger offers, full funnel creative, and a paid media system designed to scale across their product catalog. The result: in just three months, D2C transformed from a secondary sales channel into a primary revenue driver, with return on ad spend increasing from 9× to 89.82×.

Google Ads

Leading B2B Technical & Industrial Equipment Distributor

Performance MarketingData & Analytics
1,310
QUALIFIED LEADS IN 60 DAYS
$7.73
COST PER QUALIFIED LEAD

When your buyers are procurement teams and contractors, clicks don't pay the bills but a qualified inquiries do. This distributor competes in a crowded and price-sensitive category where most "search budgets" quietly bleed out on people who were never going to buy. We built a Google Ads system around high-intent commercial search where campaign-level segmentation separates serious buyers from casual browsers before they ever hit the form. The result: 1,310 qualified leads at $7.73 each over two months which roughly was half the cost we started at, and about 3x the volume on the same budget.

Lead Generation

Last-Mile Logistics Leader

GTM & Growth Lab
53
Deals Won
100+
Qualified Meetings Booked

One of SEA's top 10 logistics companies hired us to crack a new market — no playbook, no pipeline to start from. We built the entire GTM motion from scratch and put it to work. The result in 30 days: over 100 meetings completed with 53 deals won, and a playbook they can run again on the next market.

Meta Ads

E-commerce Brand for Beverage Delivery

Performance CreativePerformance Marketing
9.5X
ROAS
$795,000
Purchase Conversion in 5 months

Scaling a delivery brand isn't about spending more — it's about reaching the right person, in the right place, at the right moment. We built a Meta engine tuned to exactly that: buyers in-market nearby, ready to order. Across the build it drove $795K in tracked purchases at a 9.5× return on spend.