AI-Powered GTM Engineering
Stop hiring a 5-person sales team. We build the AI-powered go-to-market engine that finds prospects, enriches data, personalizes outreach, and books meetings — while you focus on closing deals.
The Go-To-Market Problem Every Startup Faces
GTM engineering is the fastest-growing role in tech — 1,400+ job listings on LinkedIn by mid-2025, and companies like Cursor, Lovable, and Webflow have already hired dedicated GTM engineers. Clay, the market leader, hit $3.1 billion valuation and $100M+ ARR.
The reason is simple: traditional sales doesn't scale. Your reps spend 70% of their time on manual research, data entry, and generic outreach. Meanwhile, your competitors are using AI to identify buying signals, enrich prospect data from 100+ sources, and send hyper-personalized messages at a scale that would take a team of 10.
But here's the catch — the tools are powerful but complex. Clay alone has a steep learning curve. Apollo, Instantly, and CRM integrations each add complexity. Building and maintaining a modern GTM stack requires someone who understands both sales strategy and technical implementation.
That's where we come in. GenAI Labs builds, manages, and optimizes your entire AI GTM engine. We've studied the playbooks from Clay's own GTM engineering team, combined them with our AI development expertise, and packaged it into a done-for-you service.
What We Build For You
GTM Stack Infrastructure
Clay + Apollo + Instantly + CRM — fully configured, integrated, and tested. Custom enrichment workflows that pull data from 100+ sources.
AI Outbound Engine
Automated prospecting, multi-channel sequences (email + LinkedIn + calls), and AI-personalized messaging that sounds human, not robotic.
Intent Signal Monitoring
Real-time tracking of buying signals — job changes, funding rounds, tech stack changes, competitor mentions — triggering instant outreach.
Revenue Operations
CRM auto-updates from call transcripts, pipeline analytics, deal stage automation, and weekly performance dashboards.
GTM Consulting & Training
ICP definition workshops, workflow design, team training, and ongoing strategy — so your team understands the engine we build.
How It Works
From audit to launch in 2-4 weeks. We handle the technical complexity so you can focus on closing deals.
GTM Audit
We deep-dive into your current stack, ICP, sales motion, and pipeline data. We identify exactly where you're losing deals and leaving money on the table.
Stack Design
Custom architecture based on your company size, budget, and target market. We select the right tools, design workflows, and map every automation trigger.
Build & Launch
Full implementation: tool setup, integrations, email warmup, enrichment workflows, sequence templates, and CRM connections. Everything tested end-to-end.
Optimize & Scale
Ongoing A/B testing, workflow refinement, new campaign launches, and performance optimization. We continuously improve reply rates and meeting conversion.
The GTM Engineering Market Is Exploding
Companies that adopt AI-powered GTM are outpacing competitors by orders of magnitude. Here's why forward-thinking teams are making the switch.
"GTM engineers find and fix revenue bottlenecks. They can discover that you should spend resources targeting NYC cafes with $10-20 entrees who just joined DoorDash — and help you reach them tomorrow, not next quarter."
— Clay GTM Engineering Team
Our GTM Tech Stack
We're tool-agnostic and certified across the leading GTM platforms. We pick the right tools for your specific sales motion.
Transparent Pricing
No hidden fees. No long-term contracts. Pick the plan that fits your stage and scale when you're ready.
Starter
Perfect for early-stage startups ready to automate their first outbound channel.
one-time setup
- GTM stack setup & configuration
- 1 outbound workflow (email or LinkedIn)
- CRM integration (HubSpot or Salesforce)
- ICP definition & target list building
- Email domain warmup & deliverability setup
- 2 weeks post-launch support
- Setup documentation & team walkthrough
Growth
For scaling teams that want a fully managed outbound engine driving pipeline every week.
one-time + $1,500/mo
- Everything in Starter, plus:
- 5 outbound workflows across channels
- Clay enrichment + Claygent AI research
- Multi-channel sequences (email + LinkedIn + calls)
- Intent signal monitoring & trigger campaigns
- Weekly performance reporting & optimization
- CRM auto-updates from call transcripts
- Dedicated Slack channel for support
- Monthly strategy review calls
Enterprise
For revenue teams that need a dedicated GTM engineer embedded in their workflow.
tailored to your organization
- Everything in Growth, plus:
- Dedicated GTM engineer (part-time or full-time)
- Unlimited workflows & campaigns
- Custom API integrations & data pipelines
- Advanced analytics & attribution modeling
- ABM (Account-Based Marketing) campaigns
- Competitor customer poaching workflows
- SLA guarantee with priority support
- Quarterly business reviews
Frequently Asked Questions
How long does it take to set up an AI GTM engine?
A basic GTM stack setup takes 2-4 weeks. Full GTM engine implementation including multiple workflows, integrations, and optimization typically takes 4-6 weeks. We move fast because we've done this before.
What tools do you use for GTM automation?
We work with Clay, Apollo.io, Instantly, HubSpot, Salesforce, Zapier, Make, OpenAI, and more. We're tool-agnostic — we pick the right stack for your sales motion and budget, not the other way around.
How much does GTM engineering cost?
Our Starter package begins at $1,500 one-time for basic GTM stack setup. Growth packages start at $3,000 one-time plus $1,500/mo for full GTM engine management. Enterprise pricing is custom based on scope.
What ROI can I expect from AI GTM automation?
Companies implementing GTM engineering typically see a 10x increase in qualified meetings booked, 70% reduction in manual research time, and break even within 2-3 months. The exact ROI depends on your ACV, deal cycle, and current pipeline.
Do I need technical skills to use the GTM engine?
Not at all. We handle all technical setup, configuration, and maintenance. Your team interacts with dashboards, reports, and meeting notifications — no coding required. We also provide comprehensive training and documentation.
Can you work with our existing CRM and tools?
Absolutely. We integrate with whatever you're already using — HubSpot, Salesforce, Pipedrive, and more. We build on top of your existing stack, not replace it.
What makes you different from hiring a GTM engineer in-house?
An in-house GTM engineer costs $120-180K/year salary alone, plus 3-6 months to hire and ramp up. We deliver a fully operational GTM engine in 2-4 weeks at a fraction of the cost, with ongoing optimization included.
Learn More About GTM Engineering
AI GTM Engineer: The Complete 2026 Guide
Everything you need to know about the hottest role in tech.
ComparisonClay vs Apollo vs Instantly: Stack Comparison
Deep dive into the top GTM tools — features, pricing, and when to use each.
Cost AnalysisBuild vs Buy: GTM Stack Cost Guide 2026
DIY vs managed service vs in-house hire — the complete cost breakdown.
Ready to Automate Your Go-To-Market?
Book a free 30-minute GTM audit. We'll analyze your current stack, identify the biggest opportunities, and show you exactly how much pipeline you're leaving on the table.
No commitment. No sales pitch. Just actionable insights.
Book Your Free GTM Audit