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 ↘

02

Who we are

About Marketing Boutique

Human Strategy.
Agentic Execution.

Human Strategy.
Agentic Execution.

Human Strategy.
Agentic Execution.

Human Strategy.
Agentic Execution.

We give early-stage (Seed to Series B) SaaS teams the GTM infrastructure that Fortune 500s spend millions building — delivered in weeks, not years, at a fraction of the cost. By automating list building, content drafting, and data analysis, we free your team to focus on what only humans can do: closing deals and iterating on product.

Marketing Boutique team member working on a laptop
5x
5x
5x
5x

Higher Output Velocity

via Agentic Workflows and GTM Automation (based on client engagement data, 2024–2026).

via Agentic Workflows and GTM Automation (based on client engagement data, 2024–2026).

40%
40%
40%
40%

Reduction in CAC

average across 15+ client engagements, 2024–2026.

average across 15+ client engagements, 2024–2026.

$50M+
$50M+
$50M+
$50M+

Generated in Pipeline

using deterministic growth engineering stacks since 2024.

using deterministic growth engineering stacks since 2024.

Meet the Team

↗

03

The agentic GTM architecture

The Agentic GTM Architecture

A coordinated system
for autonomous revenue.

A coordinated system
for autonomous revenue.

A coordinated system
for autonomous revenue.

A coordinated system
for autonomous revenue.

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

01

The GTM Engineer Agent

The GTM Engineer Agent

The GTM Engineer Agent

The GTM Engineer Agent

The campaign architect overseeing strategy and optimization.

02

The Content Marketer Agent

The Content Marketer Agent

The Content Marketer Agent

The Content Marketer Agent

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

03

The SDR Agent

The SDR Agent

The SDR Agent

The SDR Agent

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

04

The RevOps/Data Agent

The RevOps/Data Agent

The RevOps/Data Agent

The RevOps/Data Agent

Automates domain management, deliverability, and list enrichment.

04

Proof-led outcomes

Proven Outcomes

Not dashboards.
Compounding systems.

Not dashboards.
Compounding systems.

Not dashboards.
Compounding systems.

Not dashboards.
Compounding systems.

Every build has a measurable job: more qualified meetings, cleaner data, faster feedback loops, and pipeline your board can trace.

01 / data

The enrichment stack

Living databases cross-validating 50+ data points per contact, with 30+ intent signals in the record.

98% validity rate

01 / data

The enrichment stack

Living databases cross-validating 50+ data points per contact, with 30+ intent signals in the record.

98% validity rate

02 / orchestration

GTM orchestration

Bi-directional syncs trigger actions across CRM, Ads, and Slack in real-time. One unified flow.

real-time sync

02 / orchestration

GTM orchestration

Bi-directional syncs trigger actions across CRM, Ads, and Slack in real-time. One unified flow.

real-time sync

03 / intent

Visitor deanonymization

Account-level intent signals route high-value visitors to your SDRs before the window closes.

3× pipeline velocity

03 / intent

Visitor deanonymization

Account-level intent signals route high-value visitors to your SDRs before the window closes.

3× pipeline velocity

04 / intelligence

Growth intelligence

A glass-box view of ad spend, pipeline, revenue, and semantic share of voice across AI search.

single source of truth

04 / intelligence

Growth intelligence

A glass-box view of ad spend, pipeline, revenue, and semantic share of voice across AI search.

single source of truth

  • AI Content SaaS — 22 qualified meetings / month

  • $740K pipeline in 10 weeks

  • AI Workflow Platform — $2.1M active pipeline

  • 6.5× SDR capacity

05

Common GTM challenges

Common GTM Challenges

Is your growth
stalling out?

Is your growth
stalling out?

Is your growth
stalling out?

Is your growth
stalling 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.

01

CRM Data Decay

Your CRM Is a Graveyard

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 Visibility
  • Attribution
  • Data Hygiene

01

CRM Data Decay

Your CRM Is a Graveyard

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 Visibility
  • Attribution
  • Data Hygiene

02

Outbound Inefficiency

500 Emails. 6 Replies.

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 Rates
  • Signal-Based Targeting
  • Intent Data

02

Outbound Inefficiency

500 Emails. 6 Replies.

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 Rates
  • Signal-Based Targeting
  • Intent Data

03

Stack Bloat

12 Tools. Zero Answers.

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?”

  • Automation
  • RevOps
  • Tool Consolidation

03

Stack Bloat

12 Tools. Zero Answers.

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?”

  • Automation
  • RevOps
  • Tool Consolidation

See how we solved this for 15+ clients

06

Why Marketing Boutique

Why Marketing Boutique

Your playbook isn’t broken.
It’s just manual.

Your playbook isn’t broken.
It’s just manual.

Your playbook isn’t broken.
It’s just manual.

Your playbook isn’t broken.
It’s just manual.

We replace guesswork with autonomous, code-based growth systems that compound while you sleep.

01

We Ship Systems, Not Slide Decks

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.

01

We Ship Systems, Not Slide Decks

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.

02

AI Agents That Outwork Your Team

24/7 pipeline generation. Zero headcount increase.

Our autonomous agents handle prospecting, enrichment, and outreach around the clock. You get the output of a 10-person SDR team without the salaries, ramp time, or turnover. Scale your pipeline 5x without scaling your payroll.

02

AI Agents That Outwork Your Team

24/7 pipeline generation. Zero headcount increase.

Our autonomous agents handle prospecting, enrichment, and outreach around the clock. You get the output of a 10-person SDR team without the salaries, ramp time, or turnover. Scale your pipeline 5x without scaling your payroll.

03

One Data Layer. No More Duct Tape.

Kill the CSV exports. Forever.

We unify your CRM, ad platforms, and revenue data into a single orchestrated flow. No more reconciling spreadsheets before board meetings. No more “the numbers don’t match.” Just clean, real-time data you can actually trust.

03

One Data Layer. No More Duct Tape.

Kill the CSV exports. Forever.

We unify your CRM, ad platforms, and revenue data into a single orchestrated flow. No more reconciling spreadsheets before board meetings. No more “the numbers don’t match.” Just clean, real-time data you can actually trust.

04

We Speak Founder, Not Agency

CAC:LTV. Pipeline velocity. Attribution decay.

We don’t pitch you on “brand awareness” and “impressions.” We report on the metrics your board actually asks about — and we build the systems to move them.

04

We Speak Founder, Not Agency

CAC:LTV. Pipeline velocity. Attribution decay.

We don’t pitch you on “brand awareness” and “impressions.” We report on the metrics your board actually asks about — and we build the systems to move them.

05

Results in 60 Days, Not 6 Months

Your runway is too short for “let’s see how it goes.”

Most agencies need a quarter just to onboard. We deploy your first automated workflows in Week 1 and show measurable pipeline impact within 60 days. If we can’t move the needle fast, we’ll tell you.

05

Results in 60 Days, Not 6 Months

Your runway is too short for “let’s see how it goes.”

Most agencies need a quarter just to onboard. We deploy your first automated workflows in Week 1 and show measurable pipeline impact within 60 days. If we can’t move the needle fast, we’ll tell you.

06

Attribution You Can Defend in a Board Meeting

“We believe it’s working” isn’t good enough.

Full-funnel, multi-touch attribution that traces every dollar from first click to closed deal. Walk into your next board meeting with receipts, not hunches.

06

Attribution You Can Defend in a Board Meeting

“We believe it’s working” isn’t good enough.

Full-funnel, multi-touch attribution that traces every dollar from first click to closed deal. Walk into your next board meeting with receipts, not hunches.

Read Our Latest Research

07

GTM engineering services

GTM Engineering Services

GTM is an
engineering problem.

GTM is an
engineering problem.

GTM is an
engineering problem.

GTM is an
engineering problem.

We build the systems beneath your go-to-market motion, from market-product fit to full-funnel observability.

Revenue System

Infrastructure

  • 01

    What is GTM Strategy?

    Vertical selection and offer validation. We verify your market-product fit before you scale your spend.

  • 02

    Content Engineering & Agentic AI SEO

    Programmatic SEO and Generative Engine Optimization (GEO) to ensure your brand is the authoritative source for Large Language Models. We optimize for Semantic Share of Voice using Answer Engine Optimization (AEO), ensuring AI agents cite your brand as the primary answer.

  • 03

    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.

  • 04

    MarTech Infrastructure Audit

    Sanitize data and cut stack bloat. We optimize your tools to work for you, not against you.

  • 05

    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.

InputFragmented GTM motion
OutputAutonomous qualified pipeline

08

GTM engineering vs agency

Comparison

Same budget.
Different machine.

Same budget.
Different machine.

Same budget.
Different machine.

Same budget.
Different machine.

GTM Engineering vs. a traditional marketing agency, side by side.

GTM engineering compared with a traditional marketing agency
DimensionTraditional agencyMarketing Boutique
DeliverableCampaigns, slide decks, reportsAutomated pipelines, CRM architecture, enrichment
Pricing modelHourly or retainer for timeOutcome-based: pipeline $, meetings, CAC
StaffingJunior account managersSenior GTM Engineers + agentic pods
Time to impact3–6 months to see resultsFirst qualified meetings in 10 weeks
OwnershipThe agency keeps the IPFull control of infra, workflows & data
Success metricImpressions, clicks, MQLsPipeline dollars, revenue influenced

09

Pricing & plans

Pricing & Plans

Outcome-based
packages.

Outcome-based
packages.

Outcome-based
packages.

Outcome-based
packages.

Three engagement models: Growth Ops Retainer, Performance/Usage, and Infrastructure Projects. Most Series A clients start at $8K–$12K / month.

  • PKG_01most teams start here

    GTM Engineering Stack

    Series A/B startups building full-stack revenue infrastructure.

    Investment
    $15K–$25K setup + $8K–$12K / mo

    Package Manifest

    • Custom n8n nodes
    • CRM architecture (HubSpot)
    • RevOps dashboards
    • Clay enrichment waterfall
    • Bi-directional sync
    • Attribution layer
  • PKG_02

    AI Visibility (AEO/GEO)

    Brands that need to be cited by ChatGPT, Perplexity, and Google AI.

    Investment
    $6,000 – $10,000 / mo

    Package Manifest

    • Semantic content schema
    • Programmatic SEO
    • GEO indexing
    • LLM citation tracking
    • Answer Engine Optimization
    • Share-of-voice reports
  • PKG_03

    AI Video Content Factory

    Founders scaling thought leadership with AI-produced video.

    Investment
    $5,000 – $8,000 / mo

    Package Manifest

    • AI video pipeline
    • Multi-platform output
    • Thumbnail A/B testing
    • Script + b-roll automation
    • Founder thought-leadership
  • PKG_04

    Local Dominance Core

    Bay Area SMBs building AI-ready local presence.

    Investment
    $1,500 – $3,000 / mo

    Package Manifest

    • AI-ready local schema
    • Review automation
    • Map-pack optimization
    • Google Business Profile
    • Local citation graph
  • PKG_05

    Deep Audit (Standalone)

    Any stage — GTM stack assessment and 90-day roadmap.

    Investment
    $3,500 – $7,500 one-time

    Package Manifest

    • GTM stack assessment
    • 90-day roadmap
    • Live debug session
    • Data hygiene audit
    • Tool consolidation plan

Not sure where to start? Get a free growth audit — we’ll map your stack and the 90-day fix.

Get a free growth audit↗
Get a free growth audit↗

10

Founder feedback

Receipts,
not hunches.

Receipts,
not hunches.

Receipts,
not hunches.

Receipts,
not hunches.

Engineering-first growth is only useful when it shows up in the numbers that matter.

Two colleagues working together at a laptop in an office
Two colleagues working together at a laptop in an office

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 SmithCEO, Innovate Solutions
Testimonial 1 of 6
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.

Stop Guessing.
Start Engineering Revenue.

Stop Guessing.
Start Engineering Revenue.

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.

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

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

Book a strategy call↗
Book a strategy call↗

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