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
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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

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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

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
Tourism

Performance marketing for businesses that live or die by the next 14 days of tourists.

We ship paid acquisition for attractions, tour operators, tourist medical, conveniences, and experiences — with multi-nationality funnels built per source market. Australian, Chinese, Indian, Indonesian, European: each gets their own platform mix, creative, and decision window.

Book a strategy call ↗
★ ★ ★ ★ ★
Trusted by 200+ brands
Bluuu
Sub-verticals

Every shape of tourism we've shipped for.

Six specializations under one pod. From tourist medical to attractions, tour operators to delivery. Each has its own funnel quirks — multi-nationality intent is the thread that runs through all of them.

Medical

Tourist medical & IV

High-intent niche keywords ("Bali belly doctor", "hangover IV"), WhatsApp triage, 24/7 dispatch funnels. Bali Belly Doctor · Hangover Lounge.

Attractions

Attractions & parks

Multi-nationality ticket-booking funnels, family-aware creative, capacity-aware spend. Taman Safari Bali · Jakarta Aquarium.

Tours

Tour operators

Boat tours, guided experiences, scuba diving, adventure sports. Aggregator-to-direct architecture, capacity-tuned booking. Bluuu.

Convenience

Tourist conveniences & delivery

Drink delivery, food, concierge services. Geo + villa-zone paid, in-destination demand capture. GoDrinks.

Experiences

Activities & experiences

Cooking classes, cultural tours, art workshops, wellness retreats. Multi-nationality creative pipelines, last-minute booking flows.

Transport

Tourist transport & transfers

Airport transfers, private drivers, scooter rental, multi-day driver. High-frequency tourist need, location-aware acquisition.

5+
Distinct tourist nationalities, each with their own platforms, decision windows, and creative needs
Australian families plan a week ahead and book on Meta. Chinese groups research on Xiaohongshu and book through agencies. Indian families compare on Google and book via WhatsApp. Indonesians decide last-minute on TikTok. European travelers research on Google and book direct. One funnel never catches them all— and the businesses that win in this market build five.
Services we ship for tourism

Every channel and capability we run for tourism brands.

Twelve specializations under one pod. The full stack a tourism business needs to win the next 14 days — per nationality, per platform, per capacity calendar.

Channel

Google Ads

Brand search defense · long-tail problem-aware keywords · geo-fenced campaigns

Channel

Meta Ads

Pre-trip prospecting (AU, EU) · in-destination retargeting · family-aware creative

Channel

TikTok Ads

Last-minute booking burst · younger demographic + Indonesian + Chinese discovery

Channel

Xiaohongshu & WeChat

Chinese-tourist discovery · group-travel decision making · UGC-led prospecting

Channel

YouTube

Destination cinematic · long-form attraction storytelling · pre-trip planning

Channel

Affiliate & Creator

Travel creator partnerships · per-nationality creator pools · UTM-stitched attribution

Service

Performance Marketing

Multi-nationality funnel architecture · capacity + yield-tuned spend · aggregator-to-direct shift

Service

Performance Creative

Multi-language creative pipelines · per-nationality hooks · UGC creator content

Service

Funnel & CRO

Ticket-booking optimization · WhatsApp triage for medical · last-minute booking flow

Service

Data & Analytics

Per-nationality cohort reporting · aggregator share tracking · capacity + yield modelling

Service

GTM & Growth Lab

New source-market launch · multi-nationality pilot · new attraction or tour opening

Discipline

Server-Side Tracking

Booking system CAPI · aggregator referral attribution · cross-platform stitching

Industry challenges

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

Tourism paid acquisition has its own physics — fragmented nationalities, last-minute decisions, aggregator commission tax, capacity-bound inventory. Here's how we approach the four that surface on nearly every audit.

01 · Nationality

Tourist isn't one audience.

Most tourism brands treat "tourist" as a single ICP — one funnel, one creative, one platform. The reality is at least five distinct decision-making patterns: Australians plan ahead on Meta, Chinese groups research on Xiaohongshu, Indians compare on Google and book via WhatsApp, Indonesians decide last-minute on TikTok, Europeans research on Google. One funnel never catches them all.

How we approach: Build five funnels, one per source market. Platform-specific (Meta for AU, Xiaohongshu for CN, etc.), language-specific creative, decision-window-matched timing. Each market gets the funnel that actually fits its physics.
02 · Timing

Tourist decisions are last-minute.

The Australian books a tour two weeks before flying. The Indonesian books the day-of. Most paid campaigns aren't tuned for either — standard always-on spend overpays for top-funnel awareness from people who'll never decide, underpays for high-intent searches happening right now in the destination.

How we approach: Decision-window-segmented campaigns. Pre-trip prospecting for planners (AU, EU), last-minute burst for in-destination decision makers (ID, regional). The same daily budget, deployed against intent timing instead of audience volume.
03 · Aggregator

Klook, Viator, TripAdvisor as the new OTAs.

Tour and attraction aggregators take 20–30% commission on every booking they refer. Most operators accept it as cost-of-business; the ones that compound treat it as a tax to reduce. Every direct booking saved is pure margin — and the aggregator was never going to know the customer's nationality anyway.

How we approach:Brand search defense, direct-channel incentive architecture, retargeting against aggregator audiences, owned creator pipelines. 90-day playbook to drop aggregator dependency 15–25 points.
04 · Capacity

Today's empty seat is tomorrow's lost revenue.

Tour boats, attraction tickets, hotel transfers — all capacity-bound. Today's unsold inventory doesn't roll over. Most paid spend ignores capacity entirely: pushing tours that are already full, missing tours that needed a 4pm boost. The yield calendar and the media calendar should be the same calendar.

How we approach: Capacity-aware paid spend, dynamic budgets tied to remaining inventory, last-minute push for undersold tours, defensive pull-back when sold-out. The operations team and the paid team finally run off the same dashboard.
Funnels we've shipped

The funnel patterns tourism brands actually run on.

Six funnels we've built and shipped for tourism accounts. Each is a working pattern, not a template — built around multi-nationality intent, last-minute timing, and the 14-day window.

All sub-verticals
Multi-nationality funnel architecture

Five funnels, one per source market: Australian (Meta + planning), Chinese (Xiaohongshu + group), Indian (Google + WhatsApp), Indonesian (TikTok + last-minute), European (Google + research). Each platform, each language, each decision window matched.

Tour ops · Attractions · Activities
Last-minute booking burst

Decision-window-segmented campaigns — pre-trip prospecting for planners, in-destination geo-fenced burst for last-minute decision makers. Tuned to capture intent the day-of, not the month-of.

Tour ops · Activities
Aggregator → direct shift

Brand search defense, direct-channel incentive (member rates, perks), retargeting against Klook/Viator/TripAdvisor audiences. Drops aggregator dependency 15–25 points inside 90 days.

Tour ops · Attractions
Capacity-aware spend

Paid spend tied to remaining inventory — dynamic budgets, last-minute push for undersold tours, defensive pull-back when sold-out. The yield calendar and the media calendar synced.

Tourist medical · Niche services
Niche tourist intent capture

Long-tail high-intent keywords ("Bali belly doctor", "hangover IV Bali", "things to do Bali kids"). Local SEO + paid search + WhatsApp triage funnel. Wins the niche before scale competitors arrive.

All sub-verticals
Multi-language creative pipeline

5+ languages shipped weekly: English (AU, EU, US), simplified Chinese (CN), Hindi (IN), Bahasa (ID), Russian (RU). Per-market hooks, native creator content, language-aware landing pages.

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 tour operators & experience providers before engagement.

Yes. Most tour operators leak 40–60% of bookings to OTA-style platforms because their direct booking funnel is weaker. We rebuild the direct flow + run paid acquisition to compete on parity-rate offers. Tracking-side, we integrate booking webhooks from these platforms into the attribution layer so even OTA bookings still credit the ad that drove the click.

Budget by booking-window, not by season. Most tours have a 30–90 day lead time between ad impression and the actual experience date. We back-time spend so peak-season bookings get fed in shoulder season. Off-peak budgets shift to lower-funnel retargeting and email reactivation. Matching budget to demand always lags.

Three friction layers we address: language (localized creative + landing in each major source market), currency (display prices in source-market currency, charge in operational currency), and payment (Stripe + local methods like Alipay, GrabPay, PayPal). Most operators run a single English funnel and wonder why APAC conversion lags — the friction is structural.

Yes. Tour operators sell specific experiences with a clear conversion (book this tour). Destination marketing (running ads for a country/region tourism board) sells awareness — the conversion is “research the destination,” not “book today.” Same channels, completely different KPIs, different attribution. We run both but with different pods.

Funnel stages get separate creative + audience strategies. Awareness stage (3–12 months pre-trip): brand-led video, soft hook content, Pinterest / TikTok / YouTube. Consideration stage (1–3 months): comparison content, reviews, gated guides. Booking stage (0–30 days): direct-response creative, urgency, price-anchored offers. Most operators only run booking-stage and wonder why volume caps out.

Yes. First-time customers acquired through cold paid social + brand search. Repeat customers reactivated through CRM-based retargeting (email + Meta custom audiences from your bookings database) plus loyalty offers and new-destination announcements. Most tour operators undervalue the 3–5× payback on reactivation. We split the budget explicitly.

In their own words

What tourism brands say about the work.

Attractions, tour operators, tourist medical, conveniences. Real testimonials from clients we're still working with — threaded through the multi-nationality and aggregator-shift work we ship.

1:48

Came to GTMLab for predictability over unreliable growth. They delivered in a quarter: revenue +27%, CPC -50%, bookings +20%. Highly recommend for anyone looking to grow and scale.

Karim
Co-Founder at Bluuu
+27%Revenue
+20%Bookings
“

Our pipeline used to live in our sales team's relationship, so every time one left, part of it left too. GTMLab built us a system that solves this, and now the leads just keep coming.

Stella
General Manager at Jakarta Aquarium Safari
“

From the start, GTMLab focused on understanding our problem and even went the extra mile with their strategy. In a niche, zero-to-one market like ours, they brought us our very first client.

Vasco
Orange Lotus - Luxury Bespoke Travel
Recent wins

Tourism cases, with the numbers behind them.

Filtered to tourism-tagged accounts and tourism-adjacent operators. Drag, swipe, or use the arrows to browse.

Tourism
Luxury Boat Tours

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.

MetaMetaForeplayForeplayTiktokTiktok
Performance MarketingData & AnalyticsFunnel & CRO
Read case →
Tourism
Jakarta Aquarium Safari

We replaced a category-leading aquarium & safari destination's relationship-dependent B2B sales motion with a scalable lead engine — in under 30 days.

WhatsAppWhatsAppEmailEmail
GTM & Growth Lab
Read case →
Tourism
Luxury Boat Tours

Every booking closed over messaging and never flowed back — so every number lied. We rebuilt the read before we touched the spend.

MetaMetaForeplayForeplayTiktokTiktok
Data & Analytics
Read case →
Tourism
Luxury Boat Tours

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

MetaMetaForeplayForeplayTiktokTiktok
Performance Marketing
Read case →
Tourism
Bluuu

How our creative engine took a global, award-winning luxury tour operator from OTA-dependent to 20×+ Meta ROAS in less than 3 months.

MetaMetaForeplayForeplayTiktokTiktokRespond.ioRespond.ioKommoKommo
Performance Creative
Read case →
Tourism
Luxury 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%.

MetaMetaGoogleGoogleRespond.ioRespond.ioTiktokTiktokForeplayForeplay
Data & Analytics
Read case →
Tourism
Luxury Boat Tours

We rebuilt a luxury boat-tour operator's one-size booking path into a funnel for every offer — and won back the bookings the OTAs were quietly taking.

MetaMetaGoogleGoogleForeplayForeplayRespond.ioRespond.ioKommoKommo
Funnel & CRO
Read case →
Creatives we've shipped for tourism

Destination-led, multi-language, decision-window aware.

A slice of the tourism creative we ship — cinematic destination, TikTok native hook, traveler UGC, multi-language tour packages.

UGCTourism
StaticTourism
UGCTourism
StaticTourism
CinematicTourism
StaticTourism
StaticTourism
UGCTourism
StaticTourism
UGCTourism
StaticTourism
CinematicTourism
StaticTourism
StaticTourism
Open the library ↗
Proof

We build market leaders for a living.

Google Ads

Leading Luxury Tour Operator

Performance MarketingData & Analytics
~19X
ROAS
+$200,000
conversion value

A leading luxury tour operator competes against OTAs, marketplaces, and local tour resellers, where every booking won through a third party comes at the cost of lower margins. We built a Google Ads system focused on the moment that matters most, capturing high intent buyers through bottom funnel search when they're done comparing and ready to book, then guiding them through a booking journey designed to convert. The result: a sustained 19×+ return on ad spend, over $1 million in revenue generated, and higher margins by reducing reliance on external booking channels.