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

Hospitality paid acquisition where the next guest costs less than the last.

We ship paid growth for hotels, resorts, F&B chains, premium specialty brands, and experience operators — with attribution rebuilt at the booking funnel, not optimized around the breakage.

Book a strategy call ↗
★ ★ ★ ★ ★
Trusted by 200+ brands
Ashley Group
Doré by LeTao
Sub-verticals

Every shape of hospitality we've shipped for.

Six specializations under one pod. From multi-property hotel groups to single boutique stays, F&B chains to experience operators. Each has its own funnel quirks — broken attribution is the shared problem.

Hotels

Hotels & resorts (multi-property)

Group + property-level campaign architecture, cross-property guest funnels, member loyalty across portfolio.

Boutique

Boutique hotels (single property)

Direct-to-guest funnels, brand search defense, booking engine attribution, member loyalty programs.

F&B

F&B chains

Reservation conversion, foot traffic + delivery funnels, location-aware ads, multi-location reporting.

Premium F&B

Premium & specialty F&B

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

Experiences

Experiences & attractions

Boat tours, safaris, theme parks, attractions. Capacity-aware booking, weather/seasonality-tuned spend.

Groups

Multi-brand hospitality groups

Brand portfolio architecture, cross-brand guest LTV, group-level + property-level campaign layers.

67%
Of hospitality bookings have broken attribution between click and confirmation
The booking engine lives on a subdomain. The payment page is hosted by SiteMinder or Cloudbeds. The confirmation event fires from a CRM that doesn't talk to the pixel. Each handoff is an attribution break — and most accounts run paid against signal they can't trust. The properties that compound find the leaks before they optimize the campaigns. Anything less is buying ROAS measured against a broken funnel.
Services we ship for hospitality

Every channel and capability we run for hospitality brands.

Twelve specializations under one pod. The full stack a property needs to shift away from OTA dependency — media, creative, funnel, attribution, GTM. Not just media buying.

Channel

Google Ads

Brand search defense · non-brand prospecting · Hotel Ads + Performance Max

Channel

Meta Ads

Destination-aware prospecting · lookalikes from booked-guest cohorts · CAPI through booking engine

Channel

TikTok Ads

Destination-led creative · experiential content · younger demographic acquisition

Channel

YouTube

Property cinematic film · long-form destination storytelling · brand build at scale

Channel

Display & Programmatic

Geo-targeted retargeting · brand defense against OTAs · abandonment recovery

Channel

Affiliate & Creator

Travel creator partnerships · UTM-stitched attribution · paid amplification of organic winners

Service

Performance Marketing

Media buying tuned to yield calendar · multi-property allocation · OTA-to-direct shift architecture

Service

Performance Creative

Property cinematic + UGC pipeline · destination-led creative · testimonial-aware hooks

Service

Funnel & CRO

Booking engine optimization · checkout flow · member loyalty incentive architecture

Service

Data & Analytics

Cross-domain booking attribution · OTA share reporting · guest LTV modelling

Service

GTM & Growth Lab

New property launch playbook · multi-market expansion · brand portfolio architecture

Discipline

Server-Side Tracking

SiteMinder/Cloudbeds/booking engine CAPI · cross-domain stitching · EMQ optimization to 8+/10

Industry challenges

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

Hospitality paid acquisition has its own physics — subdomain booking engines, OTA commission tax, yield calendars, multi-stay economics. Here's how we approach the four that surface on nearly every audit.

01 · Attribution

The booking funnel is leaking signal.

Most hospitality booking funnels run across three or four domains: the main site, the booking engine (often a subdomain), a third-party payment processor (SiteMinder, Cloudbeds, Booking Engine), and a CRM-side confirmation. Each handoff is an attribution break. Most accounts run paid against signal they can't trust — and don't know they can't trust it.

How we approach: Server-side conversion API at the booking engine, GTM-server container with cross-domain pass-through, EMQ optimization to 8+/10. The platform learns from clean signal; the dashboard agrees with the PMS.
02 · OTA

Booking.com commission as a recurring tax.

OTAs take 18–25% of every booking they refer. Most operators accept it as cost-of-business; the ones that compound treat it as a tax to be reduced quarter by quarter. Every direct booking saved is pure margin — the highest-leverage line item in the P&L.

How we approach: Brand search defense, direct-channel incentive architecture, owned-audience retargeting, member loyalty program. 90-day playbook to reduce OTA dependency without losing the search visibility OTAs provide.
03 · Yield

Paid spend that ignores the yield calendar.

Most accounts push paid spend hardest during peak occupancy — when there's no inventory benefit — and pull back during low-demand windows where paid is highest leverage. The yield calendar and the media calendar should be the same calendar. They almost never are.

How we approach: Paid spend tuned to yield curves, dynamic budgets, heavy push in low-demand windows, defensive coverage during peak. The revenue manager and the paid team finally agree on what the paid number should be.
04 · LTV

First-stay CAC ignores repeat-guest economics.

Hospitality is a multi-stay business; first-stay ROAS misses the repeat guests and word-of-mouth that compound a property. Most accounts measure CAC per booking and miss that the same guest is worth 3–5 bookings over the next two years if you measure correctly.

How we approach:Cohort-based guest LTV reporting, member retention tracking, repeat-stay attribution. The campaigns we scale are the ones that produce returning guests — not the ones that fill rooms once.
Funnels we've shipped

The funnel patterns hospitality brands actually run on.

Six funnels we've built and shipped for hospitality accounts. Each is a working pattern, not a template — built around booking-engine attribution, OTA shift architecture, and yield-coordinated spend.

Hotels · Resorts · Boutique
Booking-engine attribution rebuild

Server-side conversion API at the booking engine, cross-domain tracking, third-party provider stitching (SiteMinder, Cloudbeds, Booking Engine). Signal becomes trustworthy before campaigns get optimized.

Hotels · Resorts
OTA → owned demand shift

Brand search defense, direct-channel incentive (member-only rates, perks), owned-audience retargeting, lifecycle re-engagement. 90-day playbook to drop OTA dependency 10–20 points.

Hotels · F&B · Experiences
New property launch playbook

Pre-opening audience build, launch-day burst campaign, post-launch lifecycle, multi-market rollout. From quiet opening to scaled direct-booking inside 6 months.

Hotels · Resorts
Yield-coordinated paid spend

Paid spend aligned with yield calendar — heavy push in low-demand windows, defensive coverage during peak. Revenue manager + paid team running off the same calendar.

Hotels · F&B · Experiences
Repeat-guest lifecycle

Post-stay automation, member loyalty triggers, retargeting ladder for return visits, occasion-aware re-engagement. Turns first-stay CAC into multi-stay LTV.

Experiences · Tours · Attractions
Experience operator booking funnel

Capacity-aware booking flow, weather/seasonality-tuned spend, tour-group dynamics, last-minute booking burst. Built for boat tours, safaris, theme parks, attractions.

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 hotel groups before engagement.

Most groups leak 40–60% of bookings to OTAs (Booking.com, Agoda, Expedia) because their direct-booking funnel is weaker than the OTA experience. We rebuild the direct-booking creative and landing flow to compete on parity-rate offers, loyalty perks, and friction reduction at the booking engine. Most engagements shift 15–30% of bookings from OTA to direct within 90 days — pure margin recovery.

Yes — this is the most common technical work in hospitality engagements. We’ve shipped tracking layers for SiteMinder, Alaric, Cloudbeds, Mews, RoomRaccoon, and custom PMS systems. Booking subdomains get cookie-mirroring, server-side events fire on confirmed reservations, CAPI pushes property-level revenue back to Meta. Property-level ROAS becomes reportable for the first time.

Single pod, property-level account architecture. One growth director, shared creative production, separate ad accounts per property so each one optimizes independently. The reporting layer rolls up to group-level dashboards. This is more efficient than per-property agencies and avoids the “everyone optimizing for their own ROAS without seeing the portfolio” problem.

Budget by booking-window, not by calendar month. We map the lead time from ad impression to checked-in stay (usually 30–120 days depending on segment), then back-time the spend so peak-season bookings get fed in shoulder season. Off-peak budgets shift to repeat-guest retention. The wrong move is matching budget to occupancy — that lags demand by months.

Country-specific creative, localized hooks, currency-aware reporting, multi-pixel architecture where it matters (separate ad accounts per major source market). Same pod, every market. For SEA hotels, we typically run 3–5 source-market accounts (e.g., AU, SG, EU, US, domestic) with creative variants per market. Generic “international” targeting always underperforms.

Yes. First-time guest acquisition runs cold paid social + brand search. Repeat-guest reactivation runs CRM-based retargeting (email + Meta custom audiences from your PMS database) plus loyalty offers. Most groups treat all marketing as “new guest” spend and undervalue the 2–5× payback on reactivation. We split the budget explicitly and report on both separately.

In their own words

What hospitality brands say about the work.

Hotel groups, boutique properties, F&B chains. Real testimonials from clients we're still working with — many under NDA, so company names redacted to category.

0:28

Our corporate sales team had run 7–8 years without much structure. GTMLab brought the strategy, the CRM, and a more systematic way to manage the team — and the result was game-changing.

Riki
Founder at Doré by LeTao (Omiyage Group)
“

We wanted a way to grow our paid ads, and GTMLab delivered. Our website bookings went up, and over a year later, they're still the team that we trust. We couldn't be happier with how it turned out.

Director
Ashley Hotel Group
“

They understood in hours what took me years, and gave me a clear way forward. If you're pouring money into ads that don't you bring qualified leads, I'd 100% recommend GTMLab to turn that around.

Patricia
Founder at 11.11 Bali Retreats - Luxury Retreats
Recent wins

Hospitality cases, with the numbers behind them.

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

Hospitality
Ashley Group

A leading hotel group depended on OTAs for bookings. We built a direct channel it owns — >40× return, and revenue became predictable.

MetaMetaGoogleGoogle
Performance Marketing
Read case →
Proof

We build market leaders for a living.

Google Ads

High-End Boutique Hotel Chain

Performance MarketingFunnel Strategy & CRO
>70X
ROAS
13.25%
Click-through rate

A high end boutique hotel chain was paying to win back its own guests, bidding against the OTAs and marketplaces that sit between a hotel and its direct bookings. That's the trap: every booking through an aggregator is margin you rent instead of own. So we built their Google Ads engine around the one thing aggregators can't intercept, high intent search at the exact moment someone is ready to book. Tight campaigns, ruthless optimization, nothing wasted. The result: a 71× return on ad spend and a direct booking channel they own outright instead of renting from third parties.

Meta Ads

Hospitality Brand Operating 15 Hotels

Performance MarketingData & AnalyticsFunnel Strategy & CRO
22X
ROAS
$286,735
Conversion Value

A regional hotel group was paying OTA commissions on bookings it should have owned. We turned paid search and social into a direct-booking engine that now outperforms the OTAs they used to depend on. Two years on, we're still their growth team.

Google Ads

Premium Automotive Coating Studio

Performance Marketing
98
QUALIFIED LEADS IN 2 MONTHS
$57
COST PER QUALIFIED LEAD

Nobody impulse buys a premium automotive coating. It's a high ticket, considered purchase, which means every wasted click is expensive and every qualified inquiry is gold. This studio was paying for attention it didn't need, with budget leaking to bargain hunters and the wrong audiences entirely. We rebuilt the system around buyers actually in market for premium protection through tight targeting, real demand, and no spray and pray. The result: 98 qualified leads at $57 each in two months, with cost per lead down over 30% from where they started and a booking calendar that stopped depending on luck.

Meta Ads

Boutique Premium Tour

Performance MarketingPerformance CreativeFunnel Strategy & CROGTM & Growth Lab
18.87X
ROAS
$271,572
Purchase conversion value in 2 months

A boutique premium tour operator was spending on Meta Ads without seeing the bookings to match, competing in a market crowded with OTAs and resellers where every direct booking matters.We rebuilt the engine from the ground up, testing creative relentlessly across nearly 200 campaigns, refining audiences around traveler intent, and building a funnel that sells the experience before the price. The result: $271K in direct bookings in just two months at an 18.87× return on ad spend, creating a direct booking channel they own instead of relying on third party aggregators.