GTM engineering, without the hire.

Our strategists set up the workflows a GTM engineer would build. AI coworkers run them every week, from your CRM, search data and market signals.

Pip, Scout and Webb running the go-to-market machine
An example company, on a normal week

The First-Month Guarantee. Try your first month. 30‑day money-back guarantee.

How it works →

What is GTM engineering?

GTM engineering is building the systems that find, research and reach the right buyers. AI Coworkers does it as a service. Strategists design the workflows around how you sell, and AI coworkers run them every week.

Sound familiar? Where most B2B teams are today.

  • You know you need a GTM engineer; you can't find or afford one yet.

  • The tools are bought, but nobody has wired them together.

  • Sales and marketing work from different lists.

What you get every week.

Everything waits for your team's yes before it goes anywhere.

  • Lookalike accounts from your CRM's best customers, refreshed every week.
  • The right people in each, with checked emails and a reason to reach out now.
  • Competitor signals that become plays: pricing changes, new ads, new pages.
  • Search and AI-answer gaps that become pages.
  • One weekly plan that connects them, approved by your team.

Pip, Leads and newslettersScout, CompetitorsWebb, AI answers

Leads · 50 companies like your best customersAsk June
Northwind LegalSarah Kim · Finance lead
120 contracts, legal team doubled this year
Halden GroupMarcus Hale · CFO
Renewing three vendor contracts in Q1
Orbit FreightAna Ruiz · Head of procurement
Hiring a contract manager
Checked emails and an opening line for each. Your current customers left out.Send to Dan's team
Example company. The app as you will see it.

Example company. The app as you will see it.

How it works for GTM engineering.

Live in about a week. Your team spends 1-2 hours a week directing and approving.

HubSpot, connected

Salesforce, connected

Zoho CRM, connected

Your voice, learned

Setup week

Our strategists set it up.

A strategist maps how you sell and connects your CRM and search data.

Accounts: 40 lookalikesReady

Play: Clausewise price riseDrafted

Gap: legal-team questionsPlanned

Every week

Your AI coworkers do the work.

Your AI coworkers run the workflows, from accounts to content.

For your yes · 3 this week

This week's play: Clausewise customers facing a price rise

Ask for changesApprove

Any time

Your team approves.

Your team approves; the plan follows what your numbers show.

Decisions from your numbers, not opinions.

What your numbers showed this week, and what your AI coworkers do about each.

June · This week at RenewlyExample company

Your CRMDeals close fastest at finance teams of 200-800
Pip refreshes 40 lookalike accounts every week
CompetitorsClausewise raised prices 20% this month
Scout turns it into a play for Dan's team
AI answersNo assistant names you for legal-team questions
Webb plans the pages; Nora writes them

Connects to the tools you use.

Read-only where it holds your numbers. Nothing goes out without a yes.

How integrations work →

The First-Month Guarantee

Try your first month. 30‑day money-back guarantee.

Expect 30 approved deliverables in your first month. If it isn't right for you, we refund the month. You approve every deliverable, so the quality bar is yours.

*Conditions apply.

Questions about GTM engineering.

What is GTM engineering?

Building the systems that find, research and reach the right buyers: data, enrichment, signals and the workflows that connect them.

Do we still need a GTM engineer?

Often later. This gets the workflows running now, and gives a future hire a working system.

What does a GTM engineer cost?

A full-time hire is a senior salary plus tools. AI Coworkers costs a fraction of one hire; we'll give you an exact number on the call.

Is AI Coworkers a GTM agency?

No. It's a service: AI coworkers run the workflows in your own tools, and your team approves the work.

Do you send outreach?

No. Your team reaches out, with our lists, reasons and opening lines.

How fast?

About a week to set up.

Often paired with this.

All services →AI Coworkers vs hiring a marketer →AI Coworkers vs a marketing agency →AI Coworkers vs a fractional CMO →

We onboard five companies a month, because we set up each one ourselves.

A 30-minute call. A strategist will show you what we'd set up for your business.

Book a call

Or email Abhishek, the founder: ae@aicoworkers.com