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 AdsAds that open a WhatsApp chat, so buyers talk to you in one tap.
Creative & creatorsPerformance CreativeAds built and tested every week, so the winners scale and the losers die fast.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 TrackingSee which prompts name you, which name competitors, week by week.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.

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

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Performance Marketing

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

AI Search & SEO

  • AI Search Optimization
  • AI Visibility Tracking
  • AI Visibility Check
  • SEO
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  • CRO & Offer Testing

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  • Attribution & Revenue Dashboard
  • AI Sales & Support Agents

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Resources

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  • Growth Decode
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© 2026 GTMLAB.AI · 200+ brands · $20M+ ad spend operated
Healthcare · On-Demand Doctor & WellnessPerformance MarketingHarvest · Create · Scale
Case Studies→On Demand Medical Group

How Full-Funnel Performance Marketing Doubled Return on Media With Ad Spend Cut 19%

−28%Cost per conversation on the core enginein the eight days after we recalibrated bids and concentrated budget.
−26%Cost per click on the same enginevolume holding, spend concentrated on what converts.
3 → >6×Blended return on media across both engineson 19% less spend, month on month.
“
The results were amazing. I even showed the setup to friends who are experts on running ads, and none of them could find a thing to critique.
FounderOn-demand doctor & wellness brand
Industry
Healthcare · On-demand doctor and wellness
Lens
Performance Marketing
Channels
Google · Meta (CTWA)
Approach
Harvest · Create · Scale
LensPerformance Marketing
IndustryHealthcare / on-demand doctor and wellness
The two enginesGoogle (harvest intent) · Meta Click-to-WhatsApp (create demand)
The jobEfficient core · reach engine · test then scale
Services
Performance Marketing
Channels
Google AdsMeta Ads
Let’s talk growth →

Part of the On Demand Medical Group series · one client, three lenses

This is the Performance Marketing. On Demand Medical Group comes apart into three deep-dives — same client, three disciplines, readable in any order:  overview, Funnel & CRO, and Data & Analytics.

We work with a leading on-demand doctor & wellness brand— an on-demand doctor service and an IV-wellness service under one operation. This page is the Performance Marketing lens: the two demand engines and how each earns its return.

The old approach treated media as one lever: spend more to grow more. We split it into two engines with two jobs — a Google core that harvests the demand already searching, and a Click-to-WhatsApp engine that creates new demand at the top of the funnel. Kept separate and measured separately, the blended return rose from 3× to >6× on <20% less spend.

The principles we rebuilt the media on.

  1. Harvest and create are two different jobs. Search can only capture demand that already exists. Creating new demand is a separate job for a separate channel — so we stopped asking one engine to do both.
  2. Concentrate budget on what converts. A tight target was starving demand and the core tier converts cheapest. We lifted the target where it suppressed volume and boosted the proven converting terms — efficiency and volume, not one at the expense of the other.
  3. Test before you commit. The new channel ran a two-week test before it got real budget. It held cost per conversation below the core-engine benchmark — proof first, scale second.
  4. Bid per service, per product. The two services convert differently, so they're bid differently — the IV-wellness service on its drips, the on-demand doctor service on its urgent-need terms — instead of one blended setting for both.

Two engines, two jobs.

The engineIts jobWhat we did — and what it returned
Googlethe efficient coreHarvest the high-intent demand already searchingRebuilt into location tiers and per-product campaigns, recalibrated bids, boosted converting terms — cost per click −28% and cost per conversation −26% in the eight days after, volume holding.
Meta · CTWAthe reach engineCreate new demand at the top of the funnelLaunched Click-to-WhatsApp, ran a two-week test, held cost per conversation below the Google benchmark — proven, now scaling to a full-funnel campaign set.
Creativethe fuelFeed the reach engine what convertsRetired the high-cost creatives and scaled the symptom-led and product-led statics that were winning — then built them onto a full-funnel structure (top, middle, bottom).

The shift, before → after.

DimensionBeforeAfter
Media modelOne lever — spend more to grow moreTwo engines, two jobs, measured separately
Google coreBlended setup, tight target starving demandLocation tiers and per-product bids, budget on what converts
Demand creationSearch asked to create demand it can't reachClick-to-WhatsApp creating new demand, tested then scaled
CreativeHigh-cost creatives left runningWinning statics scaled onto a full-funnel structure
Return & spend3× blended return>6× blended return on <20% less spend

Results — the media engine.

Return as a multiple; everything else relative, month on month or within-period.

3 → 6.8×Blended return on media
−26%Cost per conversation, core engine
−28%Cost per click, core engine
−19%Total ad spend
Below coreReach-engine cost per conversation, in test
2 enginesHarvest and create, measured separately

Honest read: the reach engine is three weeks old — its in-test return is read as early signal, not a settled number, and it's now scaling into a full-funnel set. The efficiency win on the core engine is a within-period result: the eight days after the change versus the prior three weeks. The blended return is the trustworthy headline because per-channel tagging still covers only the tracked minority — fuller tagging next period brings the per-service view up to the whole picture.

What the rebuild taught us about paid media.

  1. Don't ask one channel to do two jobs. — Search harvests, social creates. Split them, measure each on its own job, and both get better.
  2. A tight target can starve demand. — Over-tight bidding suppresses the very volume it's trying to make efficient. Loosen where it's choking delivery, concentrate where it converts.
  3. Test before budget, always. — A two-week proof at benchmark cost is what earns a channel its scale — not a hunch and a big spend.
  4. Two services, two bids. — Different demand converts differently. Bidding each brand and product on its own terms beats one blended setting for both.

The rest of the On-Demand Medical Group engagement.

On-Demand Medical Group was one healthcare engagement built across urgent-care and recovery demand. Keep going — here’s the rest of the set:

Overview — one confidential medical group, two demand categories, and multiple booking journeys built under one clearer performance system.

Performance Marketing — separated broad medical demand into clearer service-led funnels, from traveler illness to recovery care. More qualified inquiries from people with stronger booking intent.

Funnel & CRO — rebuilt the path from ad click to WhatsApp booking so each service had a clearer offer, clearer next step, and less friction before conversion.

Data & Analytics — tracked performance by service line, audience intent, location, and lead quality, turning mixed healthcare demand into a clearer picture of what actually drove bookings.

Two engines, two jobs — and a return that doubled on less spend .

Google harvests the demand that's already searching at a cost that keeps falling; Click-to-WhatsApp creates the demand search can't reach, proven and now scaling. The next job is the funnel that converts them — and the measurement that reads it all.

Book a strategy call →
The pod

Who ran the media.

A media-led pod — growth strategy on the two-engine thesis, a buyer across Google and Meta, and a data lead reading the return.

Jeremy
Head of Growth

On On Demand Medical Group: Rebuilt the Google account and bidding, launched and scaled Click-to-WhatsApp, and set the harvest-vs-create split. This lens is their build.

Kevin Cho
Co-Founder · Growth Strategy

On On Demand Medical Group: Held the “more outcome, less spend” principle and the two-engine strategy the media is built on.

Ridho Wahyu
Data & Analytics Lead

On On Demand Medical Group: Tied each engine's spend to booked revenue in the CRM, so budget could move to the demand that actually converts.

More wins, with the numbers behind them.

See every case →

Bluuu

Luxury Yacht Operator

30%+ Direct Revenue in 30 Days: How a Global, Award-Winning Luxury Yacht Operator Cut OTA Dependence

>30%Direct website revenue in the first 30 days
27%Year Over Year (vs. +6.7% prior year)

Palma Islands

Real Estate Developer

From Referral-Only Sales to 3–5 Qualified Leads Per Day

−70%Cost per qualified lead
3–5Qualified leads per day

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

Let’s engineer your lead generation engine.

More qualified leads, lower CAC, and a clear view of which ads bring in revenue.

Ways to work with us
Monthly plansOne-off buildsGrowth partnership

How we start

  1. 1Discovery callWe learn how you sell, where leads go cold and what could work better.
  2. 2Read-only auditIf we’re a fit, we get read-only access to your ads, analytics and CRM, and diagnose what’s really going wrong.
  3. 3Your proposalWe walk you through the diagnosis and the engine we’d build to fix it.

For lead generation businesses already running paid ads. Replies within 24 hours.

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Selected clients
LazadaCinepolisIHH HealthcareGleneaglesMount ElizabethSiloamELSA SpeakCekatAIAshley GroupBluuuCentral WellnessDoré by LeTaoGoDrinksIkigaiMediflyPalma Islands