GTMLab
Performance Marketing→Stage 2 · Paid demand · Ads that reach buyers while they decide, and pay back.
Paid mediaGoogle AdsSearch campaigns built for leads, quotes and bookings, not clicks.Meta AdsFacebook and Instagram campaigns wired to your CRM and judged on revenue.Click-to-WhatsApp Ads SystemAds that open a WhatsApp chat, so buyers talk to you in one tap.
Creative & creatorsPerformance CreativeCreative Hours: ads built on your winning hooks, estimated in hours before we start.Creator-Led AdsWe find the creators, script the videos and run them as ads from their own accounts.
Challenges we solveOur ads keep getting more expensiveOur agency isn’t deliveringOur creative burns out too fastOur ads look like ads, and people scroll past
ProofBluuu>30%Direct website revenue in the first 30 daysSee the case →
AI Search & SEO→Stage 2 · Search demand · Be the answer when buyers search Google or ask AI.
AI searchAI Search Optimization (AEO & GEO)Get named when buyers ask ChatGPT, Gemini and Google’s AI answers.AI Visibility CheckSee what five AIs tell customers in your city, in about a minute.
SearchSEORank on Google for the searches your buyers already make.Local Search & MapsFix your listings and reviews across the sources Google Maps and AI read.
Challenges we solveWe’re invisible in ChatGPT and AI answersOur Google ranking doesn’t carry into AICompetitors get named, we don’tOur listings and reviews don’t match
Proof200+Brands grown, with $20M+ in ad spend operatedSee all case studies →
Funnels & CRO→Stage 3 · Conversion · Turn the traffic you pay for into customers.
Pages & funnelsLanding Pages & FunnelsPages and funnels built around how your buyer decides, not around a template.CRO & Offer TestingTest offers, pages and flows until the conversion rate moves.
Challenges we solveWe get traffic but not leadsWe pay OTAs too much for bookingsOur offer doesn’t convert
ProofIkigai63xROASSee the case →
Data & CRM→Stage 4 · Revenue · Connect every ad to the revenue it earns.
Data, CRM & AICRM & WhatsApp SetupThe right CRM, set up around how you sell, with WhatsApp inside.Lead Quality & Sales OpsStop arguing about lead quality. Measure it, and fix how leads are handled.Attribution & Revenue DashboardEvery lead traced to revenue, even when the sale closes in WhatsApp, a booking system or a POS.AI Sales & Support AgentsCustom AI agents for WhatsApp that answer, qualify and book like your team.
Challenges we solveOur CRM is a messSales says our leads are trashWe can’t see which ads bring customersLeads wait hours for a WhatsApp reply
ProofHokiOne6× → >80×ROAS in six monthsSee the case →
About→How we work, who we are, and what we’ve done
How we workWhat performance marketing isWhy running ads alone doesn’t move revenue, and what does.What it’s like working with usOnboarding, the first tests, a week on your account, and when you see results.Reporting and the monthly reviewThe dashboards and decks you get, and how decisions are made.Who we’re forThe businesses we’re built for, and the ones we’re not.
About usAbout GTMLabWho we are, where we work, and why we’re built differently.Your team & agentsThe people and AI agents on your account, by division.CareersJoin a senior team running growth for APAC brands.
ResourcesCase studiesHow we grew revenue for hotels, clinics, developers and B2B teams.TestimonialsClients on camera, in their own words.PlaybooksSoonTeardowns of how leading brands market and sell.BlogIdeas, experiments and results from our operators.
About GTMLab

100+ senior operators. Ex-founders, YC alumni and a Forbes 30 Under 30.

Meet the team →
Pricing
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

Ads, AI search, landing pages and CRM, run as one engine. Every lead traced to the revenue it closes.

Available for Q4
Jakarta · Hong Kong · New York

Performance Marketing

  • Google Ads
  • Meta Ads
  • Click-to-WhatsApp Ads System
  • Performance Creative
  • Creator-Led Ads

AI Search & SEO

  • AI Search Optimization
  • AI Visibility Check
  • SEO
  • Local Search & Maps

Funnels & CRO

  • Landing Pages & Funnels
  • CRO & Offer Testing

Data & CRM

  • CRM & WhatsApp Setup
  • Lead Quality & Sales Ops
  • Attribution & Revenue Dashboard
  • AI Sales & Support Agents

Our Work

  • Case Studies
  • Clients
  • Proof
  • Testimonials
  • Creatives

Industries

  • Healthcare
  • Wellness
  • Ecommerce
  • Hospitality
  • Tourism
  • Tech Startups
  • Bali Property
  • Events & Conferences

Resources

  • Blog
  • GTM Mapping
  • Growth Decode
  • Growth Workshops

Company

  • About
  • How we work
  • Pricing
  • Careers
  • Contact
© 2026 GTMLAB.AI · 200+ brands · $20M+ ad spend operated
Customer Segmentation & Targeting
  • Before & after
  • The seller map
  • Why targeting misses
  • The audit
  • Results
  • Why GTMLab
  • FAQ
  1. Strategy
  2. Customer Segmentation & Targeting

Find the customers worth winning, including your competitors’.

We use your data and AI to find who your best customers really are, which segments are worth chasing, and which of your competitors’ customers are ready to switch, then build the targeting and outreach to win them.

Book your segmentation sessionChat on WhatsApp

No commitment. A senior operator reads every request.

  • Google Partner
  • 200+ brands grown
  • $20M+ ad spend operated
  • Senior operators only

The growth partner behind brands across Asia.

200200+

brands served

$20M$20M+

ad spend operated

Our team’s track record

Y Combinator alumniForbes 30 Under 30
  • Ashley GroupCase study
  • BluuuCase study
  • CekatAI
  • Central WellnessCase study
  • Cinepolis
  • Doré by LeTao
  • ELSA Speak
  • Gleneagles
  • GoDrinks
  • IHH HealthcareCase study
  • IkigaiCase study
  • Lazada
  • MediflyCase study
  • Mount Elizabeth
  • Palma IslandsCase study
  • Siloam

and 180+ more brands

Meet our clients
Customer segmentation

Not every customer is worth the same. Your targeting should know the difference.

Most targeting treats everyone as one audience and chases the cheapest result. We find the segments that actually pay (by value, by need, and by what they respond to), give each one its own message, and point the ads and the outreach at the ones worth winning first.

Acquisition sprintReal account · Southeast Asia’s leading e-commerce marketplace
Tier-1 sellers won
040+all selling on a rival platformin 60 days, and counting
Qualified meetings
0120+no outbound motionat a 95% show rate
Rival sellers reachable
None53%no data on rival sellersof public data turned into contacts
Products sold
—4M+at kick-offlifetime, by the sellers won
010203040
40+ tier-1 sellers
GTMLab takes over
W−2Kick-offW3W6W9
What changed
  • DataNo first-party data on rival sellersPublic seller data enriched into a contact pool
  • TargetingEvery seller, the same priorityTier-1, high-volume sellers first
  • ChannelsOne channel would reach 10–20% of themSix channels, where sellers actually reply
  • The pitchLower commission, and nothing elseAn economic case: onboarding, subsidies, experience

Figures from the client’s onboarding data over the nine-week sprint. The chart counts sellers won week by week; the curve between the weeks is drawn.Read the case study →

The short answer

What is customer segmentation?

Customer segmentation is dividing your market into groups of buyers who want similar things, so each group gets the message, offer and channel that fits it. Done well, it also ranks the segments by value, so the best buyers get your attention first.

We segment from the data you already have and the data we can gather, rank the segments by value and by how reachable they are, and win them tier by tier.

Groups
Buyers who want similar things.
Ranked
By value and reachability.
Targeted
A message and offer per segment.
The seller map

A rival’s sellers, sorted and won.

How Southeast Asia’s leading marketplace found, ranked and won a rival’s best sellers in a 60-day window, step by step.

Step by step
Step 6 of 640+ tier-1 sellers won

In 60 days, more than 40 tier-1 sellers switched: proven merchants who have sold over 4M products between them.

  • 40+tier-1 sellers won in 60 days
  • 120+qualified meetings, 95% show rate
  • 4M+products sold by the sellers won
Sellers on the rival marketplace53% reachable
FMCG 30%Electronics 9%General merchandise 9%Fashion 5%Long tail 47%
PhoneWhatsAppLinkedInInstagramEmailMarketplace chat
120+meetings, 95% show rate40+tier-1 sellers won
Why targeting misses

Six reasons your targeting finds the wrong customers.

Across 200+ brands, the same six gaps send budget to the cheapest customers instead of the best ones.

01 / 06

One audience for everyone

What’s happening

Different customers buy for different reasons. One audience with one message speaks to none of them.

One pitch for everyoneJoint painFatigueImmunityMenopauseA buyer and an angle per product
Check it yourself30 sec

Count the audiences in your ad account. Does each one get its own message?

How we fix it

Segments by need and value, a message for each.

02 / 06

Every customer counted the same

What’s happening

A one-off buyer and a loyal, high-value one look identical to the ads unless you tell them otherwise.

What the algorithm is toldSingle session · $501 conversionTreatment plan · $1,8001 conversionSame worth to the algorithm
Check it yourself30 sec

Can your ad account tell your top 10% of customers apart from everyone else?

How we fix it

Customer value mapped, and fed to the targeting.

03 / 06

Lookalikes of the wrong people

What’s happening

Audiences seeded from page visitors and leads find more browsers. Seeded from your best customers, they find buyers.

Lookalike audience · sourcePage visitors, last 180 daysEveryone who left a leadPaying customers, with their value
Check it yourself30 sec

What are your lookalike audiences built from: visitors, leads or your best customers?

How we fix it

Lookalikes built from your highest-value customers.

04 / 06

Ignoring your competitors’ customers

What’s happening

Some of your best prospects already buy from a competitor and are unhappy about it. Nobody is reaching them.

A rival’s customers · this monthSeller A · fees just went upReady to switchSeller B · policy tightenedReady to switchSeller C · happy where they areNot yet
Check it yourself30 sec

Name a competitor whose customers complain online. Are your ads reaching them?

How we fix it

The customers ready to switch, found and contacted.

05 / 06

Leads nobody prioritised

What’s happening

Sales works the list in the order it arrived, while the most valuable prospects wait.

New leads · in the order they arrivedBudi · “just browsing”Cold 21Daniel · asked the priceWarm 64Rina · wants ThursdayHot 92
Check it yourself30 sec

In what order does sales work new leads: by arrival, or by value?

How we fix it

Leads scored and worked in order of value.

06 / 06

Budget spread across every segment

What’s happening

Ten segments, each with a sliver of budget, means none of them gets enough to learn from.

Budget by segmentSegment ASegment BSegment CSegment DSegment ENone gets enough to learn
Check it yourself30 sec

How many segments share your budget, and do any get enough to learn from?

How we fix it

The top two segments funded first.

The offer

Your segmentation audit, in 5 working days.

Done by the operator who would run your targeting, measured against revenue, and yours to keep whatever you decide.

  1. 1

    The value map

    Which customers are worth the most to you, and what they have in common.

  2. 2

    The segment ranking

    Every segment sized and ranked by what it’s worth and how winnable it is.

  3. 3

    The switcher list

    The competitors’ customers most likely to move, and why.

  4. 4

    The 90-day plan, walked through

    The moves in order, on a 30-minute call with the operator who did the audit.

GTMLab5 working daysSegmentation auditPrepared for Your BrandLeaks foundBudget on low-value segmentsRivals’ customers unreachedOne message for every segmentTrackingCustomer value in the CRMNot yet90-day planTarget the top two segmentsA message per segmentOutreach to switchers
Book your auditChat on WhatsAppYou keep the audit, whatever you decide.
Results

Segments we found, and what they returned.

Every figure read from the client’s own CRM, onboarding or booking data.

  • 40+40+Tier-1 sellers won from a rival marketplace in 60 daysSEA’s leading e-commerce marketplace
  • 230%230%More high-value bookings, once targeting followed patient valueCentral Wellness · Hong Kong clinic
  • 4×4×More direct-booking revenue, with an approach per property’s guestsAshley Hotel Group
  • 1515BANT-qualified meetings in under 30 days, a message per decision-makerJakarta Aquarium & Safari

SEA's Top E-Commerce

E-Commerce & Retail

How a Marketplace Used Outbound Acquisition to Win 40+ Tier-1 Sellers Away From a Rival in 60 Days

40+Tier-1 sellers acquired
120+Qualified meetings

Central Wellness

Holistic Wellness Provider

The Paid Acquisition Engine That Grew High-Value Bookings 230% Without Spending a Dollar More

+230%Increase in high-value bookings
>50%Lower Cost per qualified lead, in 6 months

Ashley Group

Hospitality

40×+ ROAS Sustained Over a Year: How a Luxury Hotel Chain Built Direct Bookings and Reduced OTA Dependency

>40× ROASSustained beyond 12 months
4×More direct-booking revenue

Jakarta Aquarium Safari

Tourism

15 Qualified Meetings at 7–8× ROI: A B2B Pipeline Built in Under 30 Days

15BANT-qualified meetings, under 30 days
7–8×ROI on engagement investment
Leading SEA E-commerce

“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 ProjectLeading SEA E-commerce
Jakarta Aquarium SafariCase ↗

“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.”

SStellaGeneral Manager, Jakarta Aquarium Safari
Ashley Hotel GroupCase ↗

“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.”

AHDirectorAshley Hotel Group
Online Property Marketplace

“On a property marketplace, it's all about lead quality — plenty of clicks, but few who are actually serious. GTMLab changed who comes through, and now we get people genuinely ready to move.”

OPFounderOnline Property Marketplace
Lion ParcelCase ↗

“We weren't even sure it was possible, and we wanted GTMLab to validate whether there is a way to acquire partners predictably. GTMLab didn’t just answer 'yes'—they proved it.”

KRKristiana Niken Tri RistamtiniNational Acquisition Manager, Lion Parcel
Hearing Vision

“Hearing care runs heavily on trust, so for years we've been living through referrals. GTMLab built the engine that changed it. Within a month, bookings were up 30% across every branch.”

AAffendyGeneral Manager, Hearing Vision
The first 90 days

What happens after you say yes.

  1. Week 1
    Your CRMSale · $1,240Google & MetaCRM data connectedDoneValue by customerDoneSegment dashboardLive

    Find your best customers

    We read your CRM, sales and ad data to see who your most valuable customers are and what they have in common. Nothing changes until you approve it.

    You getA value map of your customers

  2. Weeks 2–3
    Change historyGoogle & MetaValue map builtMonSegments rankedTueSwitcher list builtWedOutreach liveThu

    Size and rank the segments

    Every segment sized and ranked by worth and winnability, and the competitors’ customers most likely to switch identified.

    You getA ranked segment list

  3. Weeks 4–8
    Your reportWeek 8Revenue ▲6 new ads tested4 cut

    Target and reach

    Ads and outreach pointed at the top segments, a message for each, and the switchers contacted directly.

    You getCampaigns and outreach per segment

  4. Day 90
    Next quarterThe planMonth 4Month 5Month 6Scale the top segmentOpen the next segmentRefresh the switcher list

    The review

    Revenue by segment, what to scale, and the next segment to open.

    You getNext quarter’s plan

Why GTMLab

GTMLab, a typical agency, or an in-house analyst?

Three ways to find and win the right customers, and what each one actually gets you.

What you getGTMLabSenior operators, judged on revenueTypical agencyPaid by the monthIn-house hireOne person, one channel
Who does itOperators with data and AI, one teamNo: A media buyer guessing audiencesPartly: One analyst, if you have one
What counts as successRevenue from the segments that matterNo: Cheaper clicksPartly: A segmentation deck
DataYour CRM and sales data, plus public data with AIPartly: Platform interest targetingPartly: Depends on who you hire
Competitors’ customersFound and reached directlyNo: Not on the planNo: Not on the plan
Time to startAudit in 5 working daysPartly: Weeks of onboardingNo: Months to hire and ramp up
Beyond segmentationAds, outreach and CRM to act on itPartly: Ads onlyNo: One skill, one person
Book your audit
Who runs your account

Senior operators, on every account.

You speak to the people doing the work, every week, not an account manager relaying messages.

Where our team comes from
  • BCG
  • Accenture
  • Unilever
  • Traveloka
  • Lazada
  • Klook
  • Ruangguru
  • Mekari
  • Peeba
  • Y Combinator alumniY Combinator alumni
  • Forbes 30 Under 30Forbes 30 Under 30
  • 100+specialists, no junior layer

Leading your account: Kevin Cho, Co-founder, Growth Strategy · Rizky Darmawan, Head of Performance Marketing · Andhika Nurrizky, Senior Performance Marketing Specialist

“

We don’t get paid for clicks, so we don’t chase them. Every account we take on is wired to the sales in the client’s CRM and judged on them.

Kevin ChoCo-founder, Growth Strategy, GTMLab
FAQ

Before you book the audit

What is customer segmentation and targeting?

Splitting your market into groups that buy for different reasons, ranking them by what they’re worth, and pointing your ads, outreach and messages at the ones worth winning first.

How do you use data and AI?

We start from your CRM and sales data to find what your best customers have in common, then use AI to enrich public data and find more people like them, including your competitors’ customers.

Can you really win customers from competitors?

When they have a reason to switch, yes. For Southeast Asia’s leading e-commerce marketplace we won 40+ tier-1 sellers from a rival in 60 days, during a platform-fee shake-up.

Do you work with B2B and consumer businesses?

Both. We have segmented hotel guests, clinic patients, school-trip buyers and marketplace sellers. The method is the same; the data differs.

What does it cost?

The audit comes with no commitment. If we work together, the fee is set by the scope of the work, and we agree it with you before anything starts.

How quickly will we see results?

The value map lands in the first week. Ranked segments follow within two to three weeks, and the first campaigns and outreach usually go live soon after.

What do you need from us?

Access to your CRM or sales data and your ad accounts, plus an hour with your sales team. If your data is thin, we start from research and public data.

Do you run the campaigns too?

Yes. The same team runs the ads, outreach and CRM that put the segments to work.

Get started

Find out which customers you can win next.

Pick whichever is easier. Same senior team, same audit, no commitment.

  1. 1
    Tell us where to look

    Send the form, or a WhatsApp message with your website.

    Today
  2. 2
    We map your customers

    Value, segments and switchers, read by a senior operator.

    5 working days
  3. 3
    We walk you through it

    The segments to win and the 90-day plan, on one call.

    30 minutes

Request your audit

Takes 2 minutes · No commitment
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