Ex-dev · ex-sales manager · freelance GTM engineer

I build the acquisition machine for
SaaS

I deploy and run the machine that books you meetings every month.

Book a 30-minute call
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GTM engineering◆ DefinitionGTM engineering

GTM engi·nee·ring

/dʒiː tiː ɛm ˌɛndʒɪˈnɪərɪŋ/

noun · abbreviation of Go-To-Market engineering

  1. 1

    Discipline that consists in designing, automating and industrialising the acquisition, prospecting and sales-conversion systems of a B2B company.

  2. 2

    Rather than relying on manual or repetitive tasks (finding contacts, sending emails, updating spreadsheets), it turns commercial growth into a technical system that is reproducible, measurable and automated.

◆ HOW_I_HELP

What no longer works.

BEFORE01

Approximate targeting

A list exported from a database, filtered by industry and headcount. Half the contacts are the wrong person, the other half have no reason to answer.

BEFORE02

Zero personalisation

The same template sent to 2,000 people with a {{first_name}} tag. Buyers spot it in two seconds and archive it in one.

BEFORE03

Zero signals

Reaching out without knowing whether the company is hiring, raising, expanding or changing tools. You arrive at a random moment, so you get a random answer.

BEFORE04

Weak infrastructure

One domain, one inbox, no warm-up, no monitoring. Deliverability collapses after three weeks and every message lands in spam.

MESSAGES_SENT

0

REPLIES

0

REPLY_RATE

0.00%

INBOXLIVE
  • Waiting for replies…

But outbound isn't dead. It just got more demanding.

What works in 2026.

202601

Laser-precise targeting

Accounts selected on real criteria: tech stack, hiring, funding, geography, decision maker identified by name. Fewer contacts, far more replies.

202602

Personalisation: copy that resonates with the need

Every message starts from a fact about the company and connects it to a problem the buyer has right now. Written for one person, not a segment.

202603

Solid infrastructure

Multiple domains and inboxes, warmed up, authenticated and monitored daily. Volume stays controlled so the engine keeps delivering month after month.

MESSAGES_SENT

0

REPLIES

0

MEETINGS

0

INBOXLIVE
  • Waiting for replies…

You are?

You run a cold email, GTM or outbound agency… I reinforce your team on client campaign management, so you can scale your business without carrying the operational side.

Book a 30-minute call

The tools I work with:

ClayEmelialemlistClaudeFullEnrichApifyOutlookGmail
◆ WORKFLOW_AUTOMATION

How I work

ICP_NOTE

"Ops directors, 50–200 staff."

01

Strategy & ICP definition

02

TAM mapping & intent signals

DRAFTREADY
03

Copywriting

mx-01
mx-02
mx-03
04

Infrastructure

SEND
05

Sales outreach

LEAD: Adam Ross
CRM
06

Leads routed into your CRM

◆ SIMULATOR

Simulator

INPUTSYOUR_NUMBERS
LTV
$
GROSS_MARGIN
%
FIXED
/ mo
Benchmarks show that a 1% positive reply rate is pessimistic.
POSITIVE_REPLY
%
CONVERSION
%
OUTPUTPER_MONTH
REVENUE_PER_MONTH
$90,000
MARGIN_PER_MONTH
$72,000
POSITIVE_REPLIES
45
NEW_CUSTOMERS
11.3
◆ ABOUT_ME

About me.

Where engineering meets go-to-market

My name is Rémi Lagorce. I am a GTM engineer. I build the systems behind a qualified pipeline: data sourcing, signal detection, AI enrichment, messaging and multichannel outreach. I don’t do generic outreach: I identify the signals that truly matter in your market, build the tools that act on them, and deliver conversations with buyers who are ready to engage. I have done it for agencies, recruitment, real estate, clinical trials and clinics.

Portrait
◆ PORTFOLIO

My growth engine in action

Five markets, one method. Each system below was designed, built and run for a different buyer.

CONFIDENTIAL
Real estate agency network
01 / 05 — REAL_ESTATE

Seller prospecting on autopilot

PROBLEM

Agents were prospecting by hand: scanning the market, copying contacts, reaching out one by one. Hours went into finding sellers instead of meeting them.

SOLUTION

I built an automation that runs the prospecting routine end to end: sourcing opportunities, qualifying them and preparing the first contact, so agents start the day with a list that is ready to call.

Prospecting automationLead qualificationAgent workflow
SYSTEM_PREVIEW
SANITIZED
01 — SOURCE
New opportunities collected automatically
02 — QUALIFY
Filtered against the agency's criteria
03 — CONTACT
First message prepared for each lead
04 — FOLLOW_UP
Reminders until the lead answers
DELIVERED
A prospecting routine that runs without manual list building.
Fortify
IT services agency (HRIS)
02 / 05 — IT_SERVICES

The GTM engine behind a two-person BDR team

PROBLEM

Fortify sells IT services to companies. Its two BDRs needed a steady flow of accounts that were ready to call, without spending their days building lists.

SOLUTION

I ran the GTM behind the BDR team: sourcing and enriching accounts, preparing each call list by vertical, and running cold email alongside the phone. Every campaign, account, contact and call task landed in their Notion CRM.

CALLS_MADE
43,000+
OPPORTUNITIES
90+
BDR_TEAM
2
FORTIFY_TOTAL_REVENUE
€10M+
Account preparationCold callingCold emailNotion CRM sync
SYSTEM_PREVIEW
SANITIZED
01 — SOURCE
Decision-makers sourced by vertical
02 — PREPARE
Accounts enriched and ready to call
03 — EMAIL
Cold email campaigns, one per segment
04 — CALL
Call tasks queued for the two BDRs
DELIVERED
More than 43,000 calls made and over 90 opportunities added to the pipeline. Fortify as a whole, all teams combined, passed €10M in total revenue.
CONFIDENTIAL
Recruitment agency specialised in HVAC trades and C-level roles
03 / 05 — RECRUITMENT

One system to source both clients and candidates

PROBLEM

A recruitment agency has two pipelines to fill at once: companies that are hiring, and candidates to place. Doing both by hand, in a niche like HVAC, does not scale.

SOLUTION

I set up a full system that works both sides. It sources clients from job postings and general company databases, sources and targets candidates, then reaches out automatically on WhatsApp, LinkedIn and email.

ANNUAL_REVENUE_GENERATED
€140K
PIPELINES
Clients + candidates
CHANNELS
3
CLIENT_SIGNAL
Job postings
HVAC tradesC-level rolesJob postingsWhatsApp + LinkedIn + email
SYSTEM_PREVIEW
SANITIZED
01 — SOURCE_CLIENTS
Job postings and general company databases
02 — SOURCE_CANDIDATES
Profiles targeted by trade and seniority
03 — REACH
Automatic first contact on WhatsApp, LinkedIn and email
04 — FOLLOW_UP
Replies routed to the recruiters
DELIVERED
A single sourcing and outreach system covering both sides of the agency's business. It generated €140,000 in annual revenue.
CONFIDENTIAL
Patient recruitment for clinical trials
04 / 05 — CLINICAL_TRIALS

Trial registries as a prospecting signal

PROBLEM

A sponsor needs eligible patients fast, and a recruitment partner is only relevant while a trial is enrolling. Timing decides everything.

SOLUTION

I pull new studies from ClinicalTrials.gov, classify each indication by prevalence with an LLM, and route the right sponsors and CROs to outreach. On the patient side, a digital funnel sends ads to a prescreening form, with a simulator to forecast inclusions.

TRIAL_MANAGERS
394
CROS_MAPPED
102
SOURCE
Registry API
ClinicalTrials.govPrevalence scoringSponsors + CROsPrescreening funnel
SYSTEM_PREVIEW
SANITIZED
01 — DETECT
New studies pulled from the trial registry
02 — SCORE
Indication classified by prevalence
03 — TARGET
Clinical trial managers at sponsors and CROs
04 — RECRUIT
Ads, prescreening form, inclusion forecast
DELIVERED
One system for both sides: sponsor prospecting and patient acquisition.
CONFIDENTIAL
Lead generation for aesthetic and hair transplant clinics
05 / 05 — AESTHETIC_CLINICS

WhatsApp prospecting aimed at the clinics that already invest in ads

PROBLEM

Clinics that buy ads are the best buyers for patient lead generation. Nothing separates them from the rest in a standard contact list, and their founders rarely answer email.

SOLUTION

I mapped aesthetic and hair transplant clinics, checked each one for active Meta ads, and wrote AI icebreakers from the clinic's own positioning, with local salutations. Prospecting then ran on WhatsApp, where founders actually reply.

MEETINGS_GENERATED
50+
CHANNEL
WhatsApp
CLINICS_MAPPED
500
ACTIVE_ADVERTISERS
59
WhatsApp prospectingMeta ads signalFounders + ownersLocalised messaging
SYSTEM_PREVIEW
SANITIZED
01 — MAP
Clinics and their founders
02 — SIGNAL
Active Meta ads, number of campaigns
03 — WRITE
Icebreaker built from the clinic's positioning
04 — REACH
First contact and follow-ups on WhatsApp
DELIVERED
More than 50 meetings generated through WhatsApp prospecting.
+

Let's talk about
your go-to-market.

A 30-minute call to understand your market and see if I can help.

Book a 30-minute call