GTMLab
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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.
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A drinks-delivery brand needs to scale beyond repeat buyers. We rebuilt the creative — >100 ads in 3 months, new-customer share up 30%.
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A drinks-delivery brand needs to scale beyond repeat buyers. We rebuilt the creative — >100 ads in 3 months, new-customer share up 30%.
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From the blog →
AI Alone Is Useless — Why I Built GTMLab.
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Southeast Asia's paid-ads blind spot — why localising creative beats generic scaling.
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AboutAbout GTMLab
Operator-led, senior-only, built by tech-founders.
2024Founded
~100Senior marketers
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GTMLab

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

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© 2026 GTMLAB.AI · 200+ brands · $20M+ ad spend operated
B2B & D2C · Industrial Equipment DistributionFunnel & CROTwo journeys · one catalog
Case Studies→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.

>35%Lower cost per qualified lead on the B2B funnel — from cutting friction and replying faster, not buying more clicks.
~60%+More conversions from the same captured demand — the cheapest growth is the traffic you already paid for.
2 journeysA D2C purchase journey and a B2B procurement journey — each tuned to its own friction, from one catalog.
“

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
HOKIONE
Industry
Electrical & Industrial Equipment Distribution
Lens
Funnel & CRO
Engagement
Aug 2024 → Dec 2025
Journeys
D2C purchase · B2B procurement
LensFunnel & CRO
IndustryElectrical & Industrial Equipment Distribution
JourneysD2C purchase · B2B procurement
Use cases
CAC ReductionPredictable Revenue
Services
Performance MarketingFunnel & CROData & Analytics
Channels
Google Ads
Let’s talk growth →

We work with HokiOne, a 27-year electrical and industrial equipment distributor— a business built over decades on relationships, reputation, and offline selling, carrying the premium equipment brands that contractors, engineers, and procurement teams trust. The demand was always there; what was missing was a modern, measurable way to capture it. The same catalog had to serve two very different buyers: a D2C shopper who buys online or straight over WhatsApp, and a B2B procurement lead who wants a quote and a conversation.

This page is the Funnel & CRO lens: what happens after the click. The Performance Marketing engine captures the demand and forks it; this is how we convert more of it — a D2C purchase journey tuned to recover and close more checkouts, and a B2B procurement journey rebuilt to turn an enquiry into a quote faster. The measurement that proved which change moved the rate lives in Data & Analytics.

Meet HokiOne.

HokiOne is a 27-year distributor of electrical and industrial equipment — the kind of business that grew on trade relationships, repeat accounts, and a deep catalog of trusted brands. Its buyers are high-intent and specific: a contractor who needs a particular instrument, an engineer sourcing a named component, a procurement team comparing suppliers on price and availability. They know what they want; they're searching for it by brand and part.

The gap was conversion, not demand. The same storefront has to satisfy a one-click D2C order and a multi-step B2B procurement enquiry — two journeys with completely different friction. A D2C shopper abandons a cart over price or a clunky checkout; a B2B buyer goes cold when an enquiry sits unanswered or a quote takes too long. Treat them as one journey and you lose conversions on both. The opportunity was to tune each one to the buyer actually walking it.

The principles we tuned each journey on.

  1. Convert what you've already captured. The cheapest growth isn't more traffic — it's a higher rate on the demand you already paid to capture. Every lever here works the rate, not the spend.
  2. Two journeys, two sets of friction. A D2C cart and a B2B quote fail for completely different reasons. We diagnosed each journey on its own and fixed the specific drop-off, not a generic one.
  3. For B2B, speed is the conversion lever. A procurement buyer who has to fill a form and wait goes cold. WhatsApp-first enquiry and a fast first reply do more for the conversion rate than any landing-page tweak.
  4. The data that comes in is the next campaign. Every checkout and every enquiry becomes a custom audience — cart recovery, retargeting, and a light WhatsApp cadence that keeps buyers warm after the first conversion.

The D2C purchase journey — friction, fix, effect.

This is the high-level cut. The working build is roughly 10× more nuanced — each lever splits by audience, offer variant, and stage, tested against a control.

Where it leakedThe CRO leverThe effect
Wrong landing pagegeneric page, specific queryQuery-matched product pages — a buyer searching a brand or part lands on that exact product, not a homepageMore visitors who arrive ready to buy
Stock & authenticity doubtis it genuine, is it in stock?Spec, stock, and delivery-time clarity plus genuine-product and warranty trust marks — the things this buyer checks before adding to cartFewer drop-offs before add-to-cart
Checkout frictionlost at paymentGuest checkout, fewer fields, and local payment methods — e-wallet, bank transfer, and installments built for how the market actually paysFewer carts abandoned at the final step
Abandoned cartsleft without finishingA cart-abandoner custom audience with dynamic retargeting on the exact product left behind, plus a WhatsApp nudgeRecovered checkouts that would otherwise be lost
Offer hesitationprice or value doubtSystematic offer testing — framing, incentive, and bundle variants run against a controlA stronger winning offer lifting checkout conversion
One-and-done buyersno second purchaseBuyer data into a custom audience plus a light WhatsApp cadence with reorder and cross-sell promptsMore repeat purchases from customers already won

The B2B procurement journey — friction, fix, effect.

Where it leakedThe CRO leverThe effect
Form frictionenquiry never startedWhatsApp-first enquiry — click-to-chat instead of a contact form, meeting the buyer where they already areMore enquiries started, at a lower cost per qualified lead
One page for every buyercontractor, engineer, procurementSegment-specific landing pages — each built to a buyer type's pain point: bulk pricing for procurement, spec sheets for engineers, availability and lead times for contractorsMore enquiries that arrive already convinced
Slow first replylead went coldA speed-to-lead cadence — a fast, structured first response with a quick-reply playbook, and an after-hours auto-acknowledge so nothing sits deadMore enquiries that stay live long enough to quote
Mixed lead qualityreps spread thinIn-chat qualification on volume, timeline, and application, then routing to the right specialist by product categoryA cleaner pipeline and a more honest cost per qualified lead
Stalled quoteswent quiet after the priceA structured WhatsApp follow-up cadence on open quotes — where most B2B revenue is actually lostRecovered deals that would otherwise have gone cold
One-off ordersno repeat accountReorder nudges and account nurture on the WhatsApp thread that already existsMore repeat business from accounts already won

Together, the lower friction at the front and the faster reply behind it took theB2B cost per qualified lead down over 35%— the same captured demand, simply converted at a higher rate.

One shared retention layer.

Both journeys feed the same finish: the customer and enquiry data that comes in becomes the next audience. A D2C buyer rolls into a custom audience and a light WhatsApp retention cadence; a B2B account gets a reorder nudge when it makes sense. We keep this deliberately light — enough to lift repeat business without wearing the relationship out — and the Data & Analytics lens is where that loop is measured.

Results — the conversion gains.

Reported in relative terms and rates.

>35%Lower B2B cost per qualified lead in 3 m
~60%+More conversions, same captured demand
HigherD2C checkout conversion, from cart recovery + offer testing
WhatsApp-firstB2B enquiry, friction taken out of the front door
FasterFirst reply on every B2B enquiry
2 journeysEach tuned to its own friction, one catalog

Honest read: conversion gains compounded across the window as we tested into the winning offers and tightened the reply cadence — not a single overnight jump. The B2B side proves out partly offline, in WhatsApp conversations and quotes, so we measure that journey to the qualified enquiry and the conversation, not just a click. The care and speed of the team replying is part of the result.

What this taught us about converting two journeys.

  1. The cheapest conversion is the one you already paid for. — Recovering an abandoned cart or saving a cold enquiry costs a fraction of buying a new click. CRO is where captured demand pays off twice.
  2. A D2C cart and a B2B quote fail differently. — One leaks at checkout over price; the other goes cold waiting for a reply. Diagnose each journey separately or you fix the wrong thing.
  3. For B2B, the form is the leak. — Procurement buyers want a conversation, not a contact form. WhatsApp-first enquiry and a fast first reply moved the rate more than any page tweak.
  4. Every conversion is the start of the next one. — The buyer and enquiry data feeds cart recovery, retargeting, and a light retention cadence — so each journey keeps paying after the first win.

We grew the business by converting more of the demand we'd already captured — B2B lead cost down over 35%, D2C checkout conversion up, ~60%+ more conversions overall.

Two journeys, each tuned to its own friction, both feeding one light retention layer. The capture engine is the marketing lens; the measurement that proved which change moved the rate is the data lens.

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The pod

Who built it.

A dual-funnel performance pod: strategy, a Google buyer owning high-intent search, a Meta buyer running the D2C prospecting-and-retargeting funnel, and a data lead tracking an online sale and an offline procurement quote as one picture.

Kevin Cho
Co-Founder · Growth Strategy

On HokiOne: Strategic lead and day-to-day partner. Set the "convert what you capture" principle the whole CRO program runs on.

Albert Lie
Co-Founder · Account Director

On HokiOne: Account director. Owned the offer-testing roadmap and the B2B speed-to-lead cadence that lifted both journeys. This lens is their build.

Jeremy
Head of Growth

On HokiOne: Aligned the B2B search journey to the WhatsApp-first enquiry, so the click and the conversation matched all the way through.

Ridho Wahyu
Data & Analytics Lead

On HokiOne: Measured which lever actually moved the rate — tying cart recovery, offer tests, and reply speed back to conversions on each journey.

More wins, with the numbers behind them.

See every 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 →
EcommerceIndonesiaScaleup
↗HokiOne
CAC Reduction · Predictable Revenue

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

Performance MarketingFunnel & CROData & Analytics
Read case →
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Albert Lie
Co-Founder
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