GTM Engineering
GTM engineering is the practice of running your go-to-market as one connected system. Buying signals are captured, enriched, scored, and routed to the right person automatically, so your team acts on intent the moment it appears. Trellist designs and builds that system for marketing and revenue teams, on the CRM you already run.
What we do
Signal Capture
Buyers show they’re in market long before they fill out a form: a new executive hire, a second visit to your pricing page, a funding announcement, a jump in product usage. We pull those signals into one feed your team can act on, so marketing sees intent the day it happens.
Tools we build with
6sense for account-level buying intent
Common Room for community, social, and product signals
RB2B for identifying the people visiting your website
LinkedIn Sales Navigator for job changes and account alerts
Data Enrichment
A signal is only useful once you know who is behind it. We build enrichment that fills in company, role, tech stack, and contact details automatically, checking several data providers in sequence so coverage stays high and your team can stop buying lists.
Tools we build with
Clay for waterfall enrichment and AI account research
Apollo for contact data and prospecting
ZoomInfo for firmographics and org charts
Scoring & Routing
We replace a static MQL threshold with scoring that weighs fit, intent, and engagement together. Every qualified account reaches the right owner within minutes, along with the context they need to start the conversation.
Tools we build with
HubSpot for lead scoring, lifecycle stages, and workflows
Salesforce for assignment rules and account ownership
LeanData for lead-to-account matching and routing
AI Research & Personalization
AI agents research each account the way your best rep would. They read the website, the latest news, and open job postings, then draft a first touch that speaks to what the buyer is working on. Your team reviews and sends, with the homework already done.
Tools we build with
Claude for account research and message drafting
OpenAI for classification, summarization, and agents
Sequencing & Outreach
Each signal triggers the right play automatically. Accounts still researching get a nurture track. Accounts ready to talk get a timely sales sequence, and the seller gets a note explaining why the account surfaced.
Tools we build with
Outreach for multichannel sales sequences
Salesloft for cadences and rep workflows
Smartlead for outbound email at scale with deliverability controls
Workflow Orchestration
This is the connective tissue between your tools. We build and document the automations that move data between systems, keep the CRM clean, and alert the right people, so the system keeps running long after launch.
Tools we build with
n8n for self-hosted, code-friendly workflows
Zapier for quick connections across thousands of apps
Make for visual, multi-step automation
Revenue Intelligence
We close the loop by tying each signal, campaign, and play to pipeline and closed revenue. Marketing can see which programs create real opportunities and move budget toward them.
Tools we build with
Gong for call insights and deal signals
HubSpot for attribution and revenue reporting
Salesforce for pipeline and forecast dashboards
Signal Capture
Buyers show they’re in market long before they fill out a form: a new executive hire, a second visit to your pricing page, a funding announcement, a jump in product usage. We pull those signals into one feed your team can act on, so marketing sees intent the day it happens.
Tools we build with
6sense for account-level buying intent
Common Room for community, social, and product signals
RB2B for identifying the people visiting your website
LinkedIn Sales Navigator for job changes and account alerts
Data Enrichment
A signal is only useful once you know who is behind it. We build enrichment that fills in company, role, tech stack, and contact details automatically, checking several data providers in sequence so coverage stays high and your team can stop buying lists.
Tools we build with
Clay for waterfall enrichment and AI account research
Apollo for contact data and prospecting
ZoomInfo for firmographics and org charts
Scoring & Routing
We replace a static MQL threshold with scoring that weighs fit, intent, and engagement together. Every qualified account reaches the right owner within minutes, along with the context they need to start the conversation.
Tools we build with
HubSpot for lead scoring, lifecycle stages, and workflows
Salesforce for assignment rules and account ownership
LeanData for lead-to-account matching and routing
AI Research & Personalization
AI agents research each account the way your best rep would. They read the website, the latest news, and open job postings, then draft a first touch that speaks to what the buyer is working on. Your team reviews and sends, with the homework already done.
Tools we build with
Claude for account research and message drafting
OpenAI for classification, summarization, and agents
Sequencing & Outreach
Each signal triggers the right play automatically. Accounts still researching get a nurture track. Accounts ready to talk get a timely sales sequence, and the seller gets a note explaining why the account surfaced.
Tools we build with
Outreach for multichannel sales sequences
Salesloft for cadences and rep workflows
Smartlead for outbound email at scale with deliverability controls
Workflow Orchestration
This is the connective tissue between your tools. We build and document the automations that move data between systems, keep the CRM clean, and alert the right people, so the system keeps running long after launch.
Tools we build with
n8n for self-hosted, code-friendly workflows
Zapier for quick connections across thousands of apps
Make for visual, multi-step automation
Revenue Intelligence
We close the loop by tying each signal, campaign, and play to pipeline and closed revenue. Marketing can see which programs create real opportunities and move budget toward them.
Tools we build with
Gong for call insights and deal signals
HubSpot for attribution and revenue reporting
Salesforce for pipeline and forecast dashboards
Our approach
We start with a GTM audit: where your leads come from today, where they stall, and how long it takes a buying signal to reach someone who can act on it. From there we map the target system, choose tools that fit your CRM and budget, and build in phases, starting with the play that will pay back fastest. Every workflow is documented and handed over, and we keep tuning scoring and routing as the data comes in.
Signs you need this
- Marketing hands over MQLs that sales rarely follows up on.
- Leads wait hours or days in a queue before anyone responds.
- Your team buys contact lists that are out of date by the time they’re loaded.
- High-intent visits to your pricing and demo pages go unnoticed.
- Your stack has grown one tool at a time, and nobody can say which parts drive pipeline.
What you’ll gain
- Response within minutes of a buyer showing intent.
- One definition of a qualified account that marketing and sales both trust.
- Sellers who spend their time in conversations, with the research done before the first call.
- Reporting that connects each signal and campaign to pipeline and revenue.
- A documented system your team owns and can extend.
Why it matters
B2B buying has moved online. In a March 2026 Gartner survey of 646 B2B buyers, 67% said they prefer a rep-free buying experience. Salesforce’s 2026 State of Sales report found the average seller spends just 40% of their time selling. GTM engineering addresses both: buyers get timely, relevant engagement while they research, and sellers get their time back.
How it compares
Most teams assemble GTM tooling one purchase at a time: an enrichment subscription here, an intent platform there, and a handful of automations someone built on a deadline. Trellist designs the whole system first, then builds it on your existing CRM and marketing automation platform with the RevOps discipline that keeps data clean and ownership clear. If you plan to hire an in-house GTM engineer, we can build the foundation and get that person productive faster.
FAQ
What is GTM engineering?
GTM engineering is the practice of building your marketing and sales motion as an automated system. Buying signals are captured, enriched with account and contact data, scored, and routed to the right person or play, with AI handling research and first drafts.
How is this different from marketing automation?
Marketing automation runs nurture and scoring inside one platform. GTM engineering connects the whole go-to-market, including intent data, enrichment, the CRM, sales engagement, and AI, so a signal in one place can trigger the right action anywhere. We often build it on the HubSpot or Marketo instance you already have.
Do we need to replace our CRM or marketing automation platform?
No. We build around HubSpot, Salesforce, or Marketo as the system of record and add only the tools that fill a real gap.
Which tools should we buy?
That depends on your sales motion, your data, and your budget. We recommend a stack after the audit, and many teams start with two or three additions to what they already own.
How quickly will we see results?
We build in phases and launch the highest-value play first, usually signal-based routing or enrichment on inbound leads, so your team sees results within weeks while the rest of the system is built.
Will AI-written outreach feel like spam?
It shouldn’t. We use AI to research accounts and draft relevant messages, your team reviews what goes out, and guardrails control who gets contacted and how often.
Why work with us
Trellist has spent years inside the platforms at the center of your go-to-market: HubSpot, Marketo, and Salesforce. We pair that RevOps depth with hands-on AI and automation work, including AI agents that cut lead handling time by 90% for a distributor network. You get one partner to design the strategy and build the system.
Signs you need this
- Marketing hands over MQLs that sales rarely follows up on.
- Leads wait hours or days in a queue before anyone responds.
- Your team buys contact lists that are out of date by the time they’re loaded.
- High-intent visits to your pricing and demo pages go unnoticed.
- Your stack has grown one tool at a time, and nobody can say which parts drive pipeline.
What you’ll gain
- Response within minutes of a buyer showing intent.
- One definition of a qualified account that marketing and sales both trust.
- Sellers who spend their time in conversations, with the research done before the first call.
- Reporting that connects each signal and campaign to pipeline and revenue.
- A documented system your team owns and can extend.
Why it matters
B2B buying has moved online. In a March 2026 Gartner survey of 646 B2B buyers, 67% said they prefer a rep-free buying experience. Salesforce’s 2026 State of Sales report found the average seller spends just 40% of their time selling. GTM engineering addresses both: buyers get timely, relevant engagement while they research, and sellers get their time back.
How it compares
Most teams assemble GTM tooling one purchase at a time: an enrichment subscription here, an intent platform there, and a handful of automations someone built on a deadline. Trellist designs the whole system first, then builds it on your existing CRM and marketing automation platform with the RevOps discipline that keeps data clean and ownership clear. If you plan to hire an in-house GTM engineer, we can build the foundation and get that person productive faster.
FAQ
What is GTM engineering?
GTM engineering is the practice of building your marketing and sales motion as an automated system. Buying signals are captured, enriched with account and contact data, scored, and routed to the right person or play, with AI handling research and first drafts.
How is this different from marketing automation?
Marketing automation runs nurture and scoring inside one platform. GTM engineering connects the whole go-to-market, including intent data, enrichment, the CRM, sales engagement, and AI, so a signal in one place can trigger the right action anywhere. We often build it on the HubSpot or Marketo instance you already have.
Do we need to replace our CRM or marketing automation platform?
No. We build around HubSpot, Salesforce, or Marketo as the system of record and add only the tools that fill a real gap.
Which tools should we buy?
That depends on your sales motion, your data, and your budget. We recommend a stack after the audit, and many teams start with two or three additions to what they already own.
How quickly will we see results?
We build in phases and launch the highest-value play first, usually signal-based routing or enrichment on inbound leads, so your team sees results within weeks while the rest of the system is built.
Will AI-written outreach feel like spam?
It shouldn’t. We use AI to research accounts and draft relevant messages, your team reviews what goes out, and guardrails control who gets contacted and how often.
Why work with us
Trellist has spent years inside the platforms at the center of your go-to-market: HubSpot, Marketo, and Salesforce. We pair that RevOps depth with hands-on AI and automation work, including AI agents that cut lead handling time by 90% for a distributor network. You get one partner to design the strategy and build the system.
Want to see where your pipeline leaks and what a signal-driven system would look like for your team? Let’s talk about a GTM working session.
Let’s talk
We’re ready to listen
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