GTM Engineering for B2B

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GTM Engineering Agency
for B2B AI Startups

GTM Engineering Agency
for B2B AI Startups

GTM Engineering Agency
for B2B AI Startups

GTM Engineering Agency
for B2B AI Startups

GTM Engineering is the technical discipline of building automated, data-driven go-to-market infrastructure — replacing manual sales processes with scalable revenue systems.

Marketing Boutique is the GTM Engineering firm purpose-built for B2B AI startups. We design and build the Revenue Architecture that powers AI-native companies to scale with autonomous systems, using Agentic AI SEO (AEO/GEO) and GTM Automation.

GTM Engineering is the technical discipline of building automated, data-driven go-to-market infrastructure — replacing manual sales processes with scalable revenue systems.

Marketing Boutique is the GTM Engineering firm purpose-built for B2B AI startups. We design and build the Revenue Architecture that powers AI-native companies to scale with autonomous systems, using Agentic AI SEO (AEO/GEO) and GTM Automation.

GTM Engineering is the technical discipline of building automated, data-driven go-to-market infrastructure — replacing manual sales processes with scalable revenue systems.

Marketing Boutique is the GTM Engineering firm purpose-built for B2B AI startups. We design and build the Revenue Architecture that powers AI-native companies to scale with autonomous systems, using Agentic AI SEO (AEO/GEO) and GTM Automation.

Book a Call↗
See How It Works↗
Revenue Operating System
GTM / 001
Live

From signal to pipeline action

  1. 01
    Input LayerSignal detectedHigh-intent account identified
    Active
  2. 02
    Data LayerEnrichment verified50+ data points cross-checked
    Ready
  3. 03
    Action LayerPipeline action routedSDR agent → CRM → Slack
    Queued
Output StatePersonalized sequence ready
  • GTM Engineer
  • Content
  • SDR
  • RevOps / Data

By the Marketing Boutique team

Last updated: September 2026

Scroll to explore ↘

Woman Using Laptop
Woman Using Laptop
Our Framework

Human Strategy.

Agentic Execution.

Our mission is to democratize enterprise grade growth infrastructure. By automating the grunt work of list building, content drafting, and data analysis, Marketing Boutique allows early stage (Seed to Series B) SaaS companies to access Fortune 500 level GTM capabilities at a fraction of the traditional cost.

5x Higher Output Velocity via Growth Engineering.

40% Reduction in CAC with Revenue Architecture.

Generated $50M+ in Pipeline

NEW — Agentic GTM Framework

The Agentic

GTM Architecture

We don't just build scripts; we deploy a coordinated multi-agent system designed for autonomous revenue generation.

Explore architecture
4AGENTS
24/7ACTIVE
∞SCALE
ORCHESTRATOR

GTM Engineer Agent

The campaign architect overseeing strategy and optimization.

CONTENT

Content Marketer Agent

Generates hyper-personalized, context-aware messaging at scale.

OUTREACH

SDR Agent

Executes multi-channel outreach (Email, LinkedIn) 24/7.

DATA OPS

RevOps / Data Agent

Automates domain management, deliverability, and list enrichment.

Proven Outcomes

Growth Engineering & Architecture

Real systems, real metrics here's what the engine actually delivers.

01

The Enrichment Stack

Waterfall Enrichment

Living databases built by cross-validating 50+ data points per contact dynamic datasets, not bought lists, validated across 500K+ records.

Built on
98%Validity Rate
30+Signals / Contact
02

GTM Orchestration

Real-Time Orchestration

Custom bi-directional syncs that trigger actions across CRM, Ads, and Slack in real time disconnected tools become one automated symphony.

Built on
0msLatency
Real-TimeSync
03

Intent Detection

Visitor Deanonymization

Track account-level intent signals and route high-value visitors to SDRs immediately full visibility into who is browsing your site.

Built on
3xPipeline Velocity
100%Visitor Visibility
04

Growth Intelligence

Unified Reporting

Custom Looker dashboards unifying ad spend, pipeline, and revenue to reveal true CAC and ROI — plus Semantic Share of Voice across AI agents.

Built on
LiveROI Tracking
1Source of Truth
Case Studies
Systems we shipped.Outcomes that compounded.
Five GTM systems we engineered for AI-native teams measured in pipeline and revenue, not impressions.

AI Content SaaS

Built a signal-based ICP engine that produced 22 qualified meetings/month.

clay.com
apollo.io
0.0%Reply Rate
$0KPipeline / 10 Weeks

AI Workflow Platform

Full Revenue OS build from scratch to support Series A growth.

hubspot.com
n8n.io
$0.0MActive Pipeline
$0.0MGrowth in ARR

Enterprise Compliance Platform

Coordinated LinkedIn Ads and outbound for Fortune 500 targets.

linkedin.com
apollo.io
+0.0xReply Rate
0%Shorter Sales Cycle

Data Integration SaaS

4-agent CrewAI research pipeline scaling SDR output.

crewai.com
clay.com
0.0%Reply Rate
0.0xSDR Capacity

Cybersecurity SaaS

High-volume API-driven outbound on dedicated EmailBison infrastructure.

emailbison.com
apollo.io
0KEmails / Month
0%Deliverability
The Diagnosis
Is Your GrowthStalling Out?
Your pipeline isn’t broken because of bad reps or weak messaging.It’s broken because manual processes are silently draining your revenue potential at every stage.
See how we solved this for 15+ clients→

Your CRM Is a Graveyard

CRM Data Decay

Your CRM should be your single source of truth instead, it’s a liability. Duplicated contacts, misattributed lead sources, and stale records mean your team is making decisions on corrupted data. Every quarter, you lose 15–20% of pipeline value to data decay alone (per Gartner’s B2B data decay research, 2024).

Pipeline VisibilityAttributionData Hygiene

500 Emails. 6 Replies.

Outbound Inefficiency

Your SDRs are sending 500 emails a day and getting a 1.2% reply rate. The problem isn’t volume it’s that every message is generic. Without intent signals and real-time enrichment, you’re burning through your TAM and torching your domain reputation in the process.

Reply RatesSignal-Based TargetingIntent Data

12 Tools. Zero Answers.

Stack Bloat

You’re paying $10k+/month across 8–12 disconnected tools that don’t talk to each other. Someone on your team spends 20 hours a week just keeping integrations alive. Meanwhile, you still can’t answer the simplest question: “Which channel is actually driving revenue?”

AutomationRevOpsTool Consolidation
12 DISCONNECTED TOOLS
salesforce.com
hubspot.com
marketo.com
segment.com
outreach.io
mixpanel.com
amplitude.com
clearbit.com
The Diagnosis
Is Your GrowthStalling Out?
Your pipeline isn’t broken because of bad reps or weak messaging.It’s broken because manual processes are silently draining your revenue potential at every stage.
See how we solved this for 15+ clients→

Your CRM Is a Graveyard

CRM Data Decay

Your CRM should be your single source of truth instead, it’s a liability. Duplicated contacts, misattributed lead sources, and stale records mean your team is making decisions on corrupted data. Every quarter, you lose 15–20% of pipeline value to data decay alone (per Gartner’s B2B data decay research, 2024).

Pipeline VisibilityAttributionData Hygiene

500 Emails. 6 Replies.

Outbound Inefficiency

Your SDRs are sending 500 emails a day and getting a 1.2% reply rate. The problem isn’t volume it’s that every message is generic. Without intent signals and real-time enrichment, you’re burning through your TAM and torching your domain reputation in the process.

Reply RatesSignal-Based TargetingIntent Data

12 Tools. Zero Answers.

Stack Bloat

You’re paying $10k+/month across 8–12 disconnected tools that don’t talk to each other. Someone on your team spends 20 hours a week just keeping integrations alive. Meanwhile, you still can’t answer the simplest question: “Which channel is actually driving revenue?”

AutomationRevOpsTool Consolidation
12 DISCONNECTED TOOLS
salesforce.com
hubspot.com
marketo.com
segment.com
outreach.io
mixpanel.com
amplitude.com
clearbit.com
Why Marketing Boutique
Your Playbook Isn’t Broken.It’s Just Manual.
We replace guesswork with autonomous, code-based growth systems that compound while you sleep.
We Ship Systems, Not Slide Decks
AI Agents That Outwork Your Team
One Data Layer. No More Duct Tape.
We Speak Founder, Not Agency
Results in 60 Days, Not 6 Months
Attribution You Can Defend in a Board Meeting
You’ll never see a 40-page strategy doc from us.

Other agencies hand you a plan and disappear. We wire it directly into your CRM, your outbound stack, and your analytics then measure what actually moved pipeline. If it doesn’t show up in revenue, it doesn’t ship.

✓ SHIPPED · LIVE IN REVENUE
hubspot.com
CRM
apollo.io
Outbound
amplitude.com
Analytics
Read Our Latest Research→
Comparison

GTM is an Engineering Problem

GTM Engineering vs. Traditional Marketing Agency

Traditional Agency

Traditional Agency

Marketing Boutique

Marketing Boutique

VS

Deliverable: Campaigns, slide decks, reports

Pricing: hourly or retainer

Staffing: junior account managers

Timeline: 3–6 months to see results

Ownership: agency keeps the IP

Success metric: Impressions, clicks, MQLs

Deliverable: Pipelines, CRM, enrichment

Pricing: outcome based

Staffing: senior GTM engineers only

Timeline: First qualified meetings in 10 weeks

Ownership: Full control of infra, workflows & data

Success metric: Pipeline, meetings & revenue

VS

What We Do
Engineered Acrossthe Full GTM Stack.
Five capabilities, one orchestrated system from market-product fit to glass-box revenue intelligence.

What is GTM Strategy?

Vertical selection and offer validation.

We verify your market-product fit before you scale your spend.

94%
ICP MATCH
StageSeries A
Size50–200
VerticalB2B SaaS
RegionNorth America

Content Engineering & Agentic AI SEO

Programmatic SEO and Generative Engine Optimization (GEO).

We make your brand the authoritative source for Large Language Models, optimizing for Semantic Share of Voice with Answer Engine Optimization (AEO) so AI agents cite your brand as the primary answer.

ASKED ACROSS
openai.com
anthropic.com
gemini.google.com
perplexity.ai
“Best GTM engineering firm for AI startups?”
01Marketing BoutiquePRIMARY SOURCE

Outbound Engineering

Hyper-personalized cold outreach that actually gets read.

We use Agentic GTM Automation to engineer relevance into every message, using deterministic data stacks and n8n orchestration.

clay.com
apollo.io
clearbit.com
94% COVERAGE
To: vp.growth@target.co
orchestrated via
n8n.io
n8n

MarTech Infrastructure Audit

Sanitize data and cut stack bloat.

We optimize your tools to work for you, not against you.

salesforce.com
hubspot.com
marketo.com
segment.com
snowflake.com
outreach.io
apollo.io
clay.com
mixpanel.com
amplitude.com
clearbit.com
n8n.io
STACK AUDIT · 12 → 5 TOOLS

Revenue Intelligence (Glass Box)

Engineering observability for the full funnel.

See exactly what’s working and where money is being left on the table, with automated attribution.

SOURCES
hubspot.com
salesforce.com
snowflake.com
VISITORS
100%
LEADS
61%
PIPELINE
34%
CLOSED
12%
What We Do
Engineered Acrossthe Full GTM Stack.
Five capabilities, one orchestrated system from market-product fit to glass-box revenue intelligence.

What is GTM Strategy?

Vertical selection and offer validation.

We verify your market-product fit before you scale your spend.

94%
ICP MATCH
StageSeries A
Size50–200
VerticalB2B SaaS
RegionNorth America

Content Engineering & Agentic AI SEO

Programmatic SEO and Generative Engine Optimization (GEO).

We make your brand the authoritative source for Large Language Models, optimizing for Semantic Share of Voice with Answer Engine Optimization (AEO) so AI agents cite your brand as the primary answer.

ASKED ACROSS
openai.com
anthropic.com
gemini.google.com
perplexity.ai
“Best GTM engineering firm for AI startups?”
01Marketing BoutiquePRIMARY SOURCE

Outbound Engineering

Hyper-personalized cold outreach that actually gets read.

We use Agentic GTM Automation to engineer relevance into every message, using deterministic data stacks and n8n orchestration.

clay.com
apollo.io
clearbit.com
94% COVERAGE
To: vp.growth@target.co
orchestrated via
n8n.io
n8n

MarTech Infrastructure Audit

Sanitize data and cut stack bloat.

We optimize your tools to work for you, not against you.

salesforce.com
hubspot.com
marketo.com
segment.com
snowflake.com
outreach.io
apollo.io
clay.com
mixpanel.com
amplitude.com
clearbit.com
n8n.io
STACK AUDIT · 12 → 5 TOOLS

Revenue Intelligence (Glass Box)

Engineering observability for the full funnel.

See exactly what’s working and where money is being left on the table, with automated attribution.

SOURCES
hubspot.com
salesforce.com
snowflake.com
VISITORS
100%
LEADS
61%
PIPELINE
34%
CLOSED
12%
Pricing & Plans
Outcome-BasedPackages.
Transparent, engineered pricing — pick the system that matches your stage.
PackageInvestmentIdeal For
GTM Engineering StackFlagship
$15K–$25K setup + $8K–$12K/mo
Series A/B startups building full-stack revenue infrastructure.
AI Visibility (AEO/GEO)
$6,000 – $10,000/mo
Brands that need to be cited by ChatGPT, Perplexity, and Google AI.
openai.com
perplexity.ai
google.com
AI Video Content Factory
$5,000 – $8,000/mo
Founders scaling thought leadership with AI-produced video.
Local Dominance Core
$1,500 – $3,000/mo
Bay Area SMBs building AI-ready local presence.
Deep Audit (Standalone)
$3,500 – $7,500 one-time
Any stage — GTM stack assessment and 90-day roadmap.
GTM StackAI VisibilityVideoLocalAudit
Pricing & Plans
Outcome-BasedPackages.
Transparent, engineered pricing — pick the system that matches your stage.
PackageInvestmentIdeal For
GTM Engineering StackFlagship
$15K–$25K setup + $8K–$12K/mo
Series A/B startups building full-stack revenue infrastructure.
AI Visibility (AEO/GEO)
$6,000 – $10,000/mo
Brands that need to be cited by ChatGPT, Perplexity, and Google AI.
openai.com
perplexity.ai
google.com
AI Video Content Factory
$5,000 – $8,000/mo
Founders scaling thought leadership with AI-produced video.
Local Dominance Core
$1,500 – $3,000/mo
Bay Area SMBs building AI-ready local presence.
Deep Audit (Standalone)
$3,500 – $7,500 one-time
Any stage — GTM stack assessment and 90-day roadmap.
GTM StackAI VisibilityVideoLocalAudit
Client Testimonials

Founder Feedback:

Engineering Results

Hear why technical founders are replacing their generalist marketing teams with our AI native GTM engineering pods.

User

"Replacing bloated 10 person agencies with a single pod of AI agents. We moved faster in 3 months than we did in the previous year."

John Smith

CEO

Innovate Solutions

User

"Our CAC payback dropped below 9 months for the first time in company history thanks to the Revenue Architecture build. I'm recommending their GTM Engineers to our entire Series A portfolio."

Emily Davis

CTO & Co-Founder

Nexus Digital

"The shift from generic 'spray and pray' to signalbased outbound was nearly instant. We're now booking meetings with CFOs at scale using their automated Clay workflows."

David Lee

Founder

GreenLeaf Enterprises

User

"We've achieved 5x higher output velocity with autonomous growth loops. Their engineering first approach to GTM is the only way for AI startups to scale in 2026."

Mark Thompson

Managing Partner

PixelWorks Studio

User

"Agentic Workflows have made our outbound 100% autonomous. Conversion rates jumped 7x by engineering hyper relevance into every touchpoint using deterministic data stacks."

Brian Clark

VP of Sales

Mandro Designs

User

"A 2-hour diagnostic session surfaced more technical leaks in our pipeline than our previous agency found in a year. They live debugged our data flows and had n8n running by the end of the call."

Daniel Carter

Founder

Fusion Studios

FAQ

Frequently Asked

Frequently Asked

Questions ?

Questions ?

We are not a traditional agency. We operate differently regarding billing, intellectual property, and speed. Here is how we work.

We are not a traditional agency. We operate differently regarding billing, intellectual property, and speed. Here is how we work.

What does a GTM Engineer do?

What is AEO, GEO, and AI SEO?

Who is the ideal client for a GTM Agency?

How do you price GTM Engineering services?

Get Started

Stop guessing. Start engineering revenue.

Bypass the hiring headache. Plug into a senior GTM Engineering team and a coordinated system of autonomous agents executing 24/7.

Senior engineers, not juniors · Live in weeks, not months
Marketing Boutique