AI GTM Data Readiness Assessment One-Page

The Problem

Most B2B SaaS companies want to deploy AI for pipeline generation, lead scoring, and forecasting—but their GTM data is fragmented, stale, and ungoverned. Without a clean foundation, AI becomes noise, not signal.

The Solution

TMG's AI GTM Data Readiness Assessment is a rapid diagnostic that scores your current state across six critical controls, identifies the highest-leverage fixes, and delivers a roadmap to operational-grade AI readiness.

Overall Readiness Score

0407085100

Current Quadrant: AI-Ready

Your GTM data foundation is mature enough to support AI-driven workflows and predictive insights.

Data Integrity 85

Business Utility 75

Overall score = average of both

Data Integrity

High Low

READY TO ACTIVATE Clean but not activated

✓ AI-READY Trusted, actionable and aligned

UNRELIABLE Dirty, unused data

MIRAGE Looks useful but unreliable

Low High

Business Utility

What We Assess

Data Completeness & Quality

CRM field coverage and record uniqueness across Leads, Contacts, and Accounts

Relationships & Integration

Data linkages between objects and system sync reliability across your tech stack

Freshness & Ownership

Data currency, validation recency, and clear accountability for field definitions

Segmentation & Lifecycle

Targeting precision by ICP dimensions and end-to-end stage tracking with timestamps

Automation & Reporting

Workflow maturity for routing and handoffs, plus dashboard trust across GTM

Governance & AI Readiness

Policy enforcement, audit processes, and whether your data is model-trainable today

What You Get

AI GTM Readiness Score

Get a 0-100 score across Data Integrity + Business Utility, rolled into a single quadrant across six segments.

Cohort Benchmark + Stack-Mapped Remediation

See how you rank in your category, then get a remediation plan mapped to your tech stack with owners, effort, and expected lift.

Prioritized Fixes + DIY Quick Wins

Top 3 highest-leverage fixes to move quadrants fast, including self-serve actions you can take with your team.

Executive Briefing + 90-Day Plan

A leadership-ready summary of your score, how you rank, actions that will change outcomes, and a 90-day plan.

The Process (72 Hours)

Intake

Hours 1-6

CRM access, stakeholder interviews, ICP/persona documentation review

Audit

Hours 6-48

Data profiling, SLA baselining, identity resolution analysis, AI readiness scoring

Briefing

Hours 48-72

Score delivery, gap analysis, roadmap review, Q&A with RevOps/GTM leadership

Who It's For

$20M-$250M ARR B2B SaaS & tech-enabled services
Sales-led or hybrid GTM motions
HubSpot or Salesforce as CRM
Board pressure for predictable pipeline and accurate forecasts
Active or planned AI initiatives (scoring, routing, forecasting)

TMG Capabilities

GTM Assessment RevOps Buildout Sales Process Design CRM Implementation Territory & Quota Design AI Workflow Design Forecast Accuracy Data Layer Installation