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 engagementGoDrinks
A drinks-delivery brand needs to scale beyond repeat buyers. We rebuilt the creative — >100 ads in 3 months, new-customer share up 30%.
Our WorkCase StudiesClientsProofTestimonialsCreativesFunnels (coming soon)
Featured case study
FeaturedGoDrinks
A drinks-delivery brand needs to scale beyond repeat buyers. We rebuilt the creative — >100 ads in 3 months, new-customer share up 30%.
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.
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100 specialists. Operator-grade pedigree. Currently hiring 5 senior roles.
5Open roles
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Our story
AboutAbout GTMLab
Operator-led, senior-only, built by tech-founders.
2024Founded
~100Senior marketers
200+Teams shipped for
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Turn ad spend into revenue you can trace.

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

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GTMLab

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

Available for Q3
Jakarta · GMT+7 · global delivery

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© 2026 GTMLAB.AI · 200+ brands · $20M+ ad spend operated
Luxury Boat Tours · TravelPerformance MarketingMeta · Google
Case Studies→Luxury Boat Tours

Turned a non-converting social account into an intent-led engine, with retargeting driving high intent and search tailored by market.

78%Share of paid-social purchases from retargeting — the warm layer became the engine, not the afterthought.
>30%Direct website revenue in the first 30 days — the full-margin channel, against a clean no-ads baseline.
+27%Year over year for the same window vs +6.7% the prior year — growth isolated from seasonality.
“

Honestly, GTMLab gave us something we'd never had — a real way to get bookings ourselves instead of leaning on the OTAs. Within a quarter, direct revenue was up over 30%, our cost to get a customer dropped, bookings kept climbing, and we were getting more profit on every sale. If you're serious about growing, this is the team to call.

CEO
Luxury Boat Tours
CONFIDENTIAL
Industry
Travel · Premium Marine Tours
Lens
Performance Marketing
Engagement
Mar 2026 → ongoing
Channels
Meta · Google
LensPerformance Marketing
IndustryTravel / Premium Marine Tours
ProfileBoutique operator · established premium brand
EngagementMar 2026 → ongoing
Services
Performance Marketing
Channels
Meta Ads
Let’s talk growth →

Intro

We worked with Luxury Boat Tours— a global, award-winning marine-tour operator running yacht cruises and guided snorkeling day-trips, with a category-leading product: a 4.9-star rating across 10,000+ reviews. The experience sold itself — but the growth engine didn't. Demand leaned heavily on the booking aggregators (the OTAs), an unhealthy dependence that quietly rented out margin the operator should have owned, while paid spend, especially on social, had burned budget with nothing to show for it and no one could read what any of it was doing.

This page is the Performance Marketing lens: how the paid channels themselves were rebuilt. The measurement work that made them legible lives in the Data & Analytic slens; the creative that finally made social convert was a rebuild of its own. This is also where the unhealthy reliance on the booking aggregators got reversed: the retargeting layer was built to catch the comparison shoppers who'd otherwise drift to an OTA and bring them back to the operator's own direct channel.

Meet the operator.

Luxury Boat Tours runs premium island day-trips — yacht cruises, manta snorkeling, cliff-view excursions, all-inclusive — with a category-leading 4.9-star rating across 10,000+ reviews, a wall of global awards, and strong organic and direct demand. The product is excellent and the brand is loved; the gap was never the experience — it was a growth engine that leaned too hard on the booking aggregators.

The gap was a paid engine. Social spend had never converted, search ran as a single unstructured account, and most bookings closed over separate messaging numbers that never flowed back to the ad platforms — so every performance figure, high or low, was lying. They didn't need another agency handed the ad accounts; they needed the channels built from the ground up and the lift proven against their own baseline.

The challenge — spray-and-pray, on a read that lied.

The account wasn't underperforming because of budget. It was underperforming because it was built to reach everyone and measure nothing. Five problems, in order of how much they distorted the picture:

journey-funnel

Our approach — from one audience to an intent matrix.

The table below is the high-level cut. The working build is roughly 10× more nuanced — each cell splits by market, lead-time, and creative angle, with its own audience, message, and bid logic.

PersonaProfileWhat wins them
Value-Seeking Adventurer18–35 · solo, couples, backpackersItinerary-maximizer who books late and shops on price, discovers through visual social, and gets vocal the moment expectations slip.Best-value framing, all-inclusive clarity, visible social proof, social-led discovery and deal urgency.
Quality-Focused Family30–55 · families, high-end hotel guestsSafety-first, comfort-driven, detail-oriented. Will pay premium when the value reads, doesn't barter, trusts the concierge.Trust signals, premium extras, all-inclusive packages, hotel-partner and concierge channels.
Emerging Segmentsurfaced in the Month 1 dataA third audience surfaced through the Month 1 data, now being built into Month 2 targeting.In development — defined in the Month 2 plan.


The shift, before → after.

DimensionBeforeAfter
SocialBroad cold spend, no retargeting, never convertedAn intent-led engine where retargeting carries the highest intent
SearchOne unstructured account, blanket biddingGeo-segmented by market and job, brand the most efficient line
TargetingOne audience for every intentA cold → warm → high-intent → brand matrix, each with its own logic
Margin channelDirect revenue ceding share to aggregatorsDirect website revenue growing as the defended, full-margin channel

The return, before → after.

The clearest measure of the rebuild is the return on the same spend — the intent-led engine roughly doubled it.

Results — the media engine, working.

Measured where the margin lives and against the operator's own baseline — platform ROAS is deliberately left out because, with bookings closing over messaging, it can't be read honestly in either direction.

78%Paid-social purchases from retargeting
>30%Direct website revenue, first 30 days
+27%Year over year (vs +6.7% prior year)
+18.1%Direct bookings month on month
33%Brand search click-through rate
MostEfficient line in the account: brand

Honest read: Month 1 is a foundation, not a finished story. The retargeting engine is live and carrying intent, search is restructured, but the warm pool is still young — its compounding shows up in Month 2 as the audiences mature. We report the year-over-year lift rather than raw platform returns precisely because the messaging-led booking flow makes in-platform ROAS unreliable.

What this rebuild taught us about paid for a comparison-shopped category.

  1. Warm before cold. — When buyers compare before they commit, retargeting isn't the leftover — it's the engine. Build the warm layer first, then feed it from prospecting.
  2. One account can't serve every intent. — Splitting search by market and by role turned blanket spend into matched spend — and let brand emerge as the most efficient line instead of hiding inside the average.
  3. Protect brand, don't blend it. — Isolated and defended, branded search is the cheapest intent in the account. Left blended, it quietly subsidizes everything that isn't working.
  4. Measure against your own baseline. — This window grows every year. Reporting the gap over last year's same-window growth is what makes the number defensible — the rest is season.

A social account that had never converted is now the highest-intent layer in the media mix — and search is built by market and by role.

The engine is structured to compound: a maturing retargeting pool, a search account that isolates intent, and a brand line protected as the most efficient spend in the account.

Book a strategy call →

The rest of the engagement.

Keep readingThis is one of four lenses on the same build. SeeFunnel & CROfor the booking-path rebuild, andData & Analyticsfor the attribution that earned the read — or return to theoverview.

More wins, with the numbers behind them.

See every case →
↗Luxury Boat Tours
Creative Engine Scale · Predictable Revenue

We rebuilt a luxury boat-tour operator's paid engine from zero — and grew the channel where the margin lives: direct revenue, up over 30% in 30 days.

Performance MarketingData & AnalyticsFunnel & CRO
Read case →
EcommerceIndonesiaScaleup
↗GoDrinks

A drinks-delivery brand needs to scale beyond repeat buyers. We rebuilt the creative — >100 ads in 3 months, new-customer share up 30%.

Performance Creative
Read case →
WellnessHong KongEnterprise
↗Central Wellness
Funnel Conversion Lift

230% More High-Value Bookings at a Leading Wellness Clinic. Same spend, by fixing the customer journey.

Funnel & CRO
Read case →
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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