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Golden Ratio GTM
AI-Native GTM Infrastructure

AI should be running most of your GTM.
This is how.

AI agents only work when the GTM system gives them coherent inputs. This catalog sits on top of your existing stack, reasons across clean signal, and automates the work your team is doing manually, slowly, or not at all.

See engagement optionsExplore the Catalog
01The problem

Every missed signal leaves money on the table

Intent, engagement, pipeline movement, competitive shifts, customer health. It all exists, scattered across a dozen tools that don't talk to each other, so the team runs on instinct where it should run on evidence.

02The solution

Agents leverage the signals you're currently missing

No new platform, no rip-and-replace. Each agent connects to your existing tools through one protocol (MCP). We map the signal layer before deploying a single agent, so you automate what's already working and fix what currently isn't.

03AI Agent Catalog

Pick the outcome. Deploy the agent.

A catalog of agents, organized by what you are trying to move. Filter by the outcome you care about.

37 agents
CRM Integrity Agent
Runs continuous hygiene across your CRM: deduplication, field standardization, enrichment validation, and decay detection. Flags records drifting out of spec before they corrupt downstream reporting.
Foundation
Tech Stack Audit Agent
Evaluates whether your current tooling matches your actual GTM motion. Identifies redundant tools, integration gaps, feature overlap, and orphaned licenses nobody is using.
Foundation
GTM Signal Aggregator
Unifies intent data, engagement signals, product usage patterns, and behavioral indicators across every tool in your stack into a single normalized signal layer that other agents can reason against.
Foundation
Lead Enrichment Agent
Appends firmographic, technographic, and behavioral data to raw leads in real time. Cross-references multiple enrichment sources and flags conflicts rather than blindly overwriting.
FoundationConvert
Dynamic Attribution Agent
Maps revenue influence across every touch in the buyer journey using multi-touch modeling that accounts for time decay, channel interaction effects, and offline touchpoints. Replaces broken first-touch and last-touch defaults.
FoundationBrand
ICP Intelligence Agent
Continuously refines your ideal customer profile against won, lost, and churned accounts.
Net-newTarget accts
Account Scoring Agent
Scores accounts on real fit and active intent rather than firmographic match alone.
Target accts
Buying Committee Mapper
Maps stakeholders, influence, and engagement across each target account.
Target acctsNetwork
Intent Triangulation Agent
Cross-references first-party, third-party, and product intent for high-confidence signal.
ConvertTarget accts
Competitive Signal Agent
Surfaces competitor mentions, displacement risk, and renewal moments in real time.
Target acctsClose
Territory Optimization Agent
Rebalances territories based on actual coverage, capacity, and pipeline density.
Net-newTarget accts
Narrative Consistency Agent
Audits messaging across web, outbound, and sales decks for drift.
Brand
Content Performance Agent
Tracks how assets move pipeline, not just how they get clicked.
Brand
Sequence Optimization Agent
Tests outbound copy variants and prunes underperformers automatically.
Net-newClose
Landing Page Personalization Agent
Tailors landing content by account, persona, and intent.
ConvertBrand
Sales Enablement Agent
Surfaces the right asset at the right moment in the deal.
CloseBrand
Brand Voice Compliance Agent
Flags tone, terminology, and claims that drift from the canonical narrative.
Brand
Inbound Triage Agent
Routes every inbound lead to the right rep within minutes, with full context.
Convert
Outbound Orchestration Agent
Times outreach to live signals across accounts and contacts.
Net-new
Meeting Briefing Agent
Generates pre-call briefs from CRM, conversation, and signal history.
Close
Deal Risk Agent
Detects stalled deals, missing stakeholders, and at-risk patterns automatically.
Close
Forecast Accuracy Agent
Models forecast confidence against historical deal behavior.
Close
Quote & Proposal Agent
Generates accurate quotes and proposals from CRM data in seconds.
Close
Contract Velocity Agent
Tracks redlines, approvals, and signature delays in flight.
Close
Pipeline Coverage Agent
Continuously monitors coverage by segment, rep, and quarter.
CloseNet-new
Customer Health Agent
Synthesizes product, support, and sentiment signals into a single health score.
Retain
Expansion Signal Agent
Detects in-product and behavioral signals that predict expansion.
Retain
Renewal Forecast Agent
Forecasts renewals against usage and engagement, not just contract date.
Retain
Onboarding Acceleration Agent
Tracks time-to-value and intervenes on stalled onboardings.
Retain
Voice of Customer Agent
Structures unstructured customer feedback into themes the org can act on.
Retain
Advocacy Agent
Identifies high-NPS customers and routes them to references, case studies, and reviews.
RetainNetwork
Coherence Drift Agent
Continuously re-scores your coherence against the framework baseline.
Ops
Process Documentation Agent
Maintains living documentation of GTM processes as they evolve.
Ops
Cross-Functional Alignment Agent
Flags misalignment between marketing, sales, RevOps, and CS.
Ops
Goal Tracking Agent
Maps activity, pipeline, and bookings against quarterly goals in real time.
Ops
Agent Performance Agent
Audits the other agents — their accuracy, drift, and impact.
Ops
Leadership Briefing Agent
Composes an exec briefing every week from the underlying signal layer.
Ops
04Engagement options

Three ways to deploy.

Every engagement starts by identifying which signals are trustworthy, which workflows are broken, and which agents compound value instead of noise.

Recommended · Start here

GTM Agent Audit

Maps your stack, identifies signal gaps, and produces a prioritized agent roadmap. You'll know which agents move the needle before spending a dollar on implementation.

  • →Full stack review and signal mapping
  • →Gap analysis against the agent framework
  • →Prioritized roadmap with expected impact
  • →Coherence Score baseline
Bundles

Agent Bundles

Deploy agents by operational tier. Implementation, configuration to your stack, a 30-day iteration window, and quarterly calibration.

  • —Foundation / Infrastructure
  • —Intelligence & Targeting
  • —Pipeline & Conversion
  • —Post-Sale & Expansion
Targeted

Single Agent

One agent against one gap. Full implementation, integration, a 30-day iteration window, and quarterly calibration.

  • —Scoped to one agent
  • —Full stack integration
  • —30-day iteration period
  • —Quarterly calibration
Book a Call
05Start here

Start with the Audit.

Most teams do not need every agent. They need the right three, and the audit tells you which ones will produce the highest return on your specific GTM motion. If the problem is bigger than agents (stalled growth, teams telling different stories), start with the Coherence Diagnostic instead.

Book a CallStart with the Diagnostic

30 minutes. No pitch deck. We will tell you which agents matter, and which do not.