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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© 2026 GTMLAB.AI · 200+ brands · $20M+ ad spend operated
Healthcare · On-Demand Doctor & WellnessFunnel & CROThe booking step
Case Studies→On Demand Medical Group

How One Funnel Per Offer, Built Around Real Customer Behaviour, Took Return Past 5× in Two Months

~41%Of leads bookeda healthy, steady rate. The upside is the open and lost pools we already have, not more volume.
>5×Return on ad spend in two months, up from under 3×strong economics, so every recovered lead compounds.
>25%Lift in booking conversionmore of the same leads turned into booked patients, without buying more volume.
“
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
Funnel & CRO
Focus
Lead → booking → revenue
The edge
Speed to the booking
LensFunnel & CRO
IndustryHealthcare / on-demand doctor and wellness
The funnelLead → contacted → booked → revenue
The jobWin the first response · sell certainty · recover the pools
Services
Funnel & CRO
Channels
Meta AdsGoogle Ads
Let’s talk growth →

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

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

We work with a leading on-demand doctor & wellness brand— an on-demand doctor service and an IV-wellness service. This page is the Funnel & CRO lens: what happens after the click.

An urgent patient isn't a normal buyer. They're unwell, anxious, and usually comparing two or three providers at once — and the one who turns that uncertainty into a fast, safe, certain bookingfirstwins. Price and brand barely move it; speed and certainty do. So we built the funnel around one idea: reach the booking before a competitor does— then work the demand already paid for before buying more. The booking step holds at ~41%, the unit economics are strong (return on ad spend passed 5× in two months, up from under 3×), and every point won at this step compounds.

Why an urgent patient is different.

“
An urgent patient buys certainty, not a service — and gives it to whoever removes the doubt first.
The reframe behind the funnel

Two kinds of demand run through this brand: the on-demand doctor — urgent, unplanned, decided in minutes — and the wellness side, planned and often booked for groups. They don't convert the same way, so they don't share a funnel. The urgent side is a race: the patient is anxious, actively comparing options, and picks whoever makes the safe, fast choice obvious first. A healthy booking rate and strong unit economics mean the gain isn't more volume at the top — it's winning more of that race, then converting the demand already sitting in the funnel. Everything below is how we do both.

Where the demand sits — and where the gain is.

Read as shares of the period's leads, the funnel is healthy with clear, recoverable pools.

Lead statusShare of leadsThe opportunity
Bookedconverted~41%Healthy and steady — held month on month while volume grew.
Close-lostsaid no, for now~29%A win-back pool — the largest single opportunity, already paid for.
Contacted, still openin play~19%Most have had a follow-up; a real slice have had none yet — the readiest pool to work.
Unqualified / cancelledout~11%Filtered out — keeps the working pools clean.

How we win the urgent lead.

  1. Win the first response — speed-to-lead is the whole ballgame. The first credible provider to respond anchors the decision, and often ends the comparison before it starts. An instant auto-acknowledge on WhatsApp, then a real human within minutes, around the clock — a patient who gets a real answer in 90 seconds rarely waits 20 minutes to hear back from someone else.
  2. Answer the four anxieties up front, before they ask. An anxious, comparing patient needs four things settled fast: availability with a concrete ETA (“doctor available near you, ~30 minutes” beats a vague “we'll get back to you”); a transparent price stated plainly, which removes the biggest reason to keep shopping; credibility — licensed doctors, credentials and reviews front and centre, so trust lands in seconds; and fit, confirmed with a ten-second triage that says “yes, we handle exactly this.”
  3. Capture the contact before the full commitment. Don't ask for a full booking — ask for the micro-yes: share a location and a symptom, and we confirm a doctor. Getting the patient into a live conversation is the win — a conversation beats every competitor's static page, and it lets the team keep following up even if the patient wanders off to look at others.
  4. Make choosing you reversible. Pay-after, free cancellation, a slot held for a few minutes — low-risk commitment lets a still-comparing patient pick this brand now. Once they've half-committed, the comparison quietly stops.
  5. Never let a hesitating lead go cold. A patient who goes quiet is checking a competitor. So the demand already paid for — the open leads not yet worked and the close-lost pool (the largest single opportunity in the funnel) — gets worked immediately, before a rival closes them. The cheapest revenue in the building is the lead you already have.

Results — the funnel read.

All relative — shares, multiples, and month-on-month movement.

~41%Booking rate, held month on month
>5×Return on ad spend in two months, up from under 3×
1.6×Ticket on a group booking
~25%Of booked revenue from group bookings
~29%Close-lost — the win-back pool
FloorTracked revenue sits below the till — walk-ins on top

Honest read: the booking step is genuinely healthy — this is an upside story, not a rescue. It's also early: bookings and leads only started CRM tracking this period, so the funnel shares are a first clean baseline, not a long trend. And the tracked funnel is a floor — the till logs more revenue than the CRM books, because walk-in and untracked demand the ads also influence never touches a lead form.

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.

The next gain isn't more leads — it's the demand already sitting in the funnel : the open leads, the lost ones, and the brands worth more.

A steady booking rate, strong unit economics, and two recoverable pools already paid for — that's where the cheapest revenue is. The measurement that surfaces all of it lives in the Data lens.

Get a funnel teardown →
Who built the funnel view

A funnel-led pod.

Growth strategy on where the next gain sits, and a data lead who made the booking step legible for the first time.

Kevin Cho
Co-Founder · Growth Strategy

On On Demand Medical Group: Made the call that the next gain was the booking step, not more leads — and set the brand-booking and win-back priorities. This lens is their build.

Ridho Wahyu
Data & Analytics Lead

On On Demand Medical Group: Built the lead-status view in the CRM — booked, open, lost — so the pools worth working could actually be seen and prioritised.

Jeremy
Head of Growth

On On Demand Medical Group: Aligned the media so the top of the funnel fed the segments that book best — including the group bookings.

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.

Explore a partnership
Selected clients
LazadaCinepolisIHH HealthcareGleneaglesMount ElizabethSiloamELSA SpeakCekatAIAshley GroupBluuuCentral WellnessDoré by LeTaoGoDrinksIkigaiMediflyPalma Islands