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Gilgamesh™ / GTM & Revenue Engine Setup

GTM &
Revenue
Engine Setup.

Seven layers. One demand engine. We diagnose the demand curve, build every layer from narrative to tooling, and embed operators who run it live inside your business.

+25%

Pipeline velocity

−30%

Customer acquisition cost

Sales cycle compression

7

Layers. One demand engine.

01
The Problem

Channels without
a motion.

Most revenue teams choose channels before diagnosing what kind of demand exists in their market. The result is GTM activity without compounding and spend without a system behind it.

Demand motion misdiagnosed before the first channel is chosen
GTM strategy built on preference, not the demand curve
RevOps instrumented for the wrong signals
Operators executing without orchestration connecting the layers

Seven layers.
One demand engine.

Gilgamesh builds from the demand curve down. Category clarity first. Motion diagnosed before any channel is chosen. GTM, RevOps, orchestration, and tooling designed as one connected system.

Demand motion diagnosed before any channel is built
GTM strategy, RevOps, and sales aligned to the same motion
Orchestration routes signal to the right operator at the right time
Every layer compounds toward one outcome: engineered demand

“The motion is either right
or everything below it leaks.”

Motion first. System second. Operators third.

02
The Architecture

How the Demand Engine works

GTM + RevOps Connection Layer

What follows is a seven-layer architecture: not a menu of services to pick from,
but a connected system where each layer is determined by the one above it.

Category clarity determines which demand motion is available.
The motion shapes every GTM decision. GTM execution produces the data RevOps instruments.
RevOps measurement guides operator priorities.
Orchestration routes signal to action. Tooling runs execution at scale.

The complete picture is what creates a demand engine.
Any single layer in isolation is just spend.

00
Narrative & Category

Category · POV · Messaging · What you are and who it is for, set before demand begins

Category Design

Creating or entering a market?

  • Category creation vs entry decision
  • Problem definition and category naming
  • Ecosystem mobilisation strategy
  • Category leader vs challenger posture
Positioning POV

Who this is for and against

  • Competitive landscape mapping
  • Differentiation that precedes messaging
  • Unique point of view articulation
  • POV consistency across all touchpoints
Messaging Architecture

Pain → promise → proof

  • Core narrative structure
  • Channel-specific message variants
  • Proof point sequencing logic
  • Narrative consistency audit
Category Foundation

Wrong category means wrong buyers, wrong message, and wrong motion. Every layer below depends on this being set correctly.

Category position and narrative clarity determine which demand motion is available and how much conviction buyers bring.

01
Demand Motion Architecture

Shift · Steepen · Segment · One motion leads · GTM is its delivery system

The demand curve describes the latent buying behaviour in a market: whether buyers need to discover a problem exists, be convinced it is worth solving, or be guided toward the right solution tier. Each state is a distinct motion requiring a distinct GTM response. Running the wrong motion increases spend without increasing revenue. The diagnosis must come before the channel.

Demand Shift

Create more buyers

Problem exists. Awareness or access is low.

GTM Approach
  • Distribution-heavy
  • Education-led
  • Low-friction entry
RevOps Metrics
  • Cost per qualified demand (not lead)
  • Reach vs engagement ratio
  • Time to first meaningful engagement
  • Channel saturation signal
Demand Steepening

Increase willingness to pay

Problem is known. Value perception is weak.

GTM Approach
  • Proof-first
  • Category authority
  • Trust-led close
RevOps Metrics
  • Win rate at full price
  • Expansion revenue rate
  • Discount dependency index
  • Average contract value trend
Demand Segmentation

Capture more value from same demand

Market exists. Willingness to pay varies widely.

GTM Approach
  • Tiered pricing
  • Upgrade triggers
  • Expansion plays
RevOps Metrics
  • ARPU spread across cohorts
  • Upgrade rate by segment
  • Tier migration velocity
  • Revenue concentration risk

Signal Ingestion Architecture

First-Party
  • Product usage events
  • Site behaviour and page depth
  • Form completions and content downloads
  • Email engagement patterns
Third-Party Intent
  • Intent data (Bombora, 6sense)
  • Funding and hiring triggers
  • Technographic change signals
  • Competitor research activity
Enrichment
  • Firmographic data (industry, size, revenue)
  • Contact-level behavioural scoring
  • Account hierarchy mapping
  • Buying committee identification

Account State Engine

Latent

Problem unrecognised

Demand Shift

Aware

Problem known, no solution

Shift → Steepen

In-Market

Actively evaluating options

Demand Steepening

Customer

Revenue active

Demand Segmentation

Expansion

Growth surface available

Demand Segmentation
Motion Diagnostic

Misdiagnose the motion and every channel below underperforms: rising CAC, unstable conversion, pricing pressure

The demand motion chosen here determines which GTM levers matter and in what order.

Data feeds back to strategy
02
GTM Strategy

ICP · Positioning · Pricing · Channel · Each pillar shaped by the demand motion above

ICP & Segmentation

Who we target and why

  • Ideal customer profile definition
  • Segment prioritisation & sizing
  • Propensity scoring & signal mapping
  • Win/loss pattern analysis
Positioning & Messaging

What we say and how

  • Category narrative & POV
  • Message-market fit testing
  • Competitive differentiation framework
  • Proof point library & case study system
Pricing & Packaging

How value is structured

  • Pricing model & tier design
  • Expansion & upsell architecture
  • Value metric identification
  • Competitive pricing benchmarks
Channel Architecture

Creation ratio vs capture ratio

  • Demand creation vs capture channel mix
  • Motion-determined ratio (shift vs segment)
  • Content system and distribution ownership
  • Attribution split: influenced vs sourced

Demand Creation vs Demand Capture

Demand Creation
6–18 month pipeline horizon

Building pipeline that does not exist yet

  • Founder and team thought leadership (LinkedIn, newsletters)
  • SEO-optimised editorial and category content
  • Community building, events, and partner co-marketing
  • Long-form educational distribution (podcast, video)
Demand Capture
30–90 day conversion horizon

Harvesting intent that already exists

  • Paid search and social targeting in-market signals
  • Review site presence (G2, Capterra, Trustpilot)
  • Competitor interception and comparison content
  • ABM outbound to accounts showing active intent

Demand Shift

Creation 70%Capture 30%

Create buyers first

Demand Steepening

Creation 50%Capture 50%

Prove value in parallel

Demand Segmentation

Creation 30%Capture 70%

Harvest existing demand

Execution Signal

Motion determines channel mix · Creation builds future pipeline · Capture converts present intent · Both must run

GTM defines the objective. RevOps instruments every step toward it, from first touch to closed revenue.

03
Revenue Operations

Process · Data · Handoffs · Measurement · Instrumented for the chosen motion

Sales Operations

Pipeline integrity & forecasting

  • CRM architecture & governance
  • Pipeline management & forecasting
  • Territory & quota design
  • Sales process standardisation
Marketing Operations

Lead lifecycle & attribution

  • Sourced & influenced pipeline attribution
  • Automation platform governance
  • Lead scoring & routing logic
  • Campaign performance measurement
CS Operations

Retention & expansion signals

  • Health scoring & churn prediction
  • Renewal & expansion forecasting
  • Onboarding & adoption tracking
  • NPS & satisfaction loop management
Data & Analytics

Single source of truth · Attribution pipelines · Revenue intelligence · Motion-aligned metrics

Measurement creates accountability. Operators execute inside a system that tells them exactly where to focus.

04
Sales Team as a Service

Prospect · Close · Retain · Expand · Operating inside the motion, guided by RevOps data

Account Executives

Commercial negotiation & close

  • Multi-stakeholder close motion
  • CRM discipline & forecast accuracy
  • Deal velocity management
  • Competitive objection playbooks
Sales Development

Pipeline sourcing & qualification

  • ICP qualification & meeting setting
  • Intent signal response
  • Outbound sequence optimisation
  • Pipeline sourcing rate management
Customer Success

Value delivery & expansion

  • Health scoring & churn signals
  • Renewal & expansion execution
  • Adoption milestone tracking
  • Executive QBR & engagement cadence
Operator Deployment

Embedded in your business · Running live sales motions · No ramp lag · Day-one execution

Operators need choreography, not just tools. Orchestration routes the right signal to the right motion at the right time.

05
Orchestration Engine

State-Aware Routing · Workflow Automation · Feedback Loop · The logic layer above tooling

State-Aware Routing

Motion triggers by account lifecycle state

  • Latent-to-aware transition triggers
  • In-market alert routing to operators
  • Lifecycle stage transition logic
  • Cross-channel coordination signals
Workflow Automation

Execution without manual intervention

  • Lead scoring thresholds and routing rules
  • Sequence enrolment and exit conditions
  • Handoff SLAs: MQL to SQL to SAL
  • Re-engagement and win-back triggers
Feedback and Learning Loop

System self-improvement mechanism

  • Experiment outcomes to motion recalibration
  • Attribution signals to budget reallocation
  • Win/loss data to ICP model updates
  • Weekly signal review, monthly motion review
Orchestration vs Tooling

Tools execute. Orchestration decides what, when, and why. Without it, tools run in disconnected silos.

Orchestration logic is only as good as the infrastructure it runs on. Stack coverage determines execution ceiling.

06
Tooling Infrastructure

Stack Validation · Every category serves the motion, not the vendor

✦ gandiva.aiIn Development

All-in-one GTM platform. Signal ingestion, account state detection, orchestration, and analytics, consolidated into a single layer.

CRM
SalesforceHubSpot

Single source of truth for all revenue data

Intent & ABM
6senseDemandbaseBombora

Third-party signal capture and account targeting

Prospecting & Enrichment
ApolloClayZoomInfoClearbit

Contact discovery and account data enrichment

Sales Engagement
OutreachSalesloftGong

Outbound execution and conversation intelligence

Marketing Automation
MarketoDriftIntercomTypeform

Lead lifecycle, campaigns, and conversational

CS Platform
GainsightChurnZero

Health scoring and retention operations

Data Infrastructure
SnowflakedbtFivetranSegmentHightouch

Warehouse, transformation, and reverse ETL activation

Analytics & BI
LookerTableauMixpanelAmplitudeClari

Revenue intelligence, forecasting, and reporting

Orchestration
N8NZapier

Workflow automation and cross-system coordination

Paid Media
Google AdsLinkedIn Ads

Demand capture and paid audience targeting

With infrastructure in place, Gilgamesh applies the objective-driven framework that fits your specific constraints.

Objective-driven frameworks

Each framework is applied selectively based on industry, product strength, market maturity, budget, and competitive position. No single framework is universal.

Experimental. Context, category, and execution quality materially change results.

Diagnosis first · No commitment

03
What We Deliver
01

Narrative & Category Design

Category creation or entry decision, positioning POV, and messaging architecture. Built before any demand motion begins. Wrong category means wrong buyers, wrong motion, and wrong metrics.

02

Demand Motion Diagnosis

We identify which demand motion is available: Demand Shift, Demand Steepening, or Demand Segmentation. Every other layer is determined by this. The diagnosis comes before the channel.

03

Go-to-Market Architecture

ICP definition, channel architecture, creation-to-capture ratio, and full GTM strategy shaped by the diagnosed motion. Not a list of tactics. A connected system.

04

Paid Media Strategy

Paid motion built around the demand curve and buyer signals, not platform defaults or spend targets. Creation-to-capture ratio determined by the motion above it.

05

Revenue Operations

CRM architecture, pipeline governance, lead scoring, attribution, and handoff design. Instrumented for the motion, not generic best practice.

06

Sales Team-as-a-Service

Fractional AEs, SDRs, and CS operators embedded in your business. Running live sales motions inside a system that already exists. No ramp lag. Day-one execution.

07

Orchestration & Automation

State-aware routing, workflow automation, and feedback loops that route signal to the right operator at the right time. Execution without manual intervention.

08

Stack Architecture

Tool selection and stack design aligned to the motion. CRM, intent, enrichment, engagement, automation, and analytics chosen for what the system needs, not vendor preference.

Seven layers

One motion
engine.

Each layer determined by the one above it. The diagnosis comes before the system. The system comes before the operators.

04
The Evidence

These are the signals a correctly diagnosed and properly instrumented demand engine moves. Every layer in the system touches at least one metric below. If a metric is not moving, a layer is broken and the system will find it.

What the engine
moves.

01

Acquisition Cost

GTM architecture and RevOps alignment eliminate waste across every channel. You spend less to acquire the same buyer.

02

Pipeline Velocity

Sales systems and RevOps data remove friction between first touch and closed deal. Deals move because the system is designed to move them.

03

Win Rate

When ICP is precise and the sales motion is engineered, you stop chasing deals you were never going to close. The close rate rises.

04

Sales Cycle

Diagnosis-led positioning removes the ambiguity that stalls deals. Buyers close faster when the message matches exactly where they are.

05

Lead-to-Opportunity Rate

A properly designed demand engine qualifies intent before it reaches sales. Fewer wasted conversations. Higher signal per contact.

06

Revenue Per Headcount

Fractional operators and automation expand output without expanding the team. Every person does more because the system carries the rest.

07

Customer Lifetime Value

GTM systems built on positioning and RevOps set the conditions for expansion. Retention follows fit. Fit follows diagnosis.

08

Time to Revenue

Operators in market from day one means no ramp lag. The system is live before most engagements finish their kickoff deck.

09

CAC:LTV Ratio

The efficiency ratio. When CAC exceeds LTV on certain segments, the system self-corrects before the budget is burned.

10

Pipeline Coverage Ratio

The multiplier between live pipeline and revenue target. A well-built GTM system sustains 3x coverage without volume spray.

11

Net Revenue Retention

The real growth number. NRR above 100% means the installed base grows without new acquisition spend.

12

MQL-to-SQL Rate

The quality signal between demand and sales. When this drops, the issue is upstream: positioning, ICP, or channel mix.

13

Average Deal Size

ICP precision and sales narrative move this number together. The right buyer, with the right frame, closes larger.

14

Forecast Accuracy

A RevOps maturity signal. When forecasts are consistently accurate, the pipeline is structured and the signals are real.

15

Payback Period

How long to recover the cost of a new customer. Operators close faster on better-fit accounts and compress the clock.

16

Channel Attribution Mix

Understanding where pipeline actually comes from, not last-touch credit. The basis for every capital allocation decision.

Every metric above moves when the system is right

Gilgamesh™ / GTM & Revenue Engine

If your functions are
fighting each other,
build the engine.

Diagnosis first. No commitment. 30-minute discovery call.

Strategy × Systems × Story = Engineered Demand

Common questions

Frequently Asked Questions

Everything you need to know before the diagnosis.

Still have questions?

Start with the diagnosis.

The diagnosis surfaces the answers specific to your market, motion, and current execution state. No commitment required.