GTM Science - A show for GTM and RevOps leaders

AI can automate busy work, but it won't automate judgment, empathy, or curiosity—the things that actually win deals. Too many go-to-market teams are chasing speed before trust, buying AI tools hoping they'll fix what's broken instead of understanding the system first. The result? Automation that scales confusion instead of growth.
CRO Stories host Rachael Bueckert sits down with Jody Geiger, Co-founder of AI Sales Studio at GTM Shift, to explore what it actually takes to build a culture of innovation around AI in go-to-market operations. With 20 years in sales leadership across companies like Apple, Galvanize, and Rogers, Jody brings hard-won perspective on what separates teams that succeed with AI from those that chase shiny objects and miss the fundamentals.
The episode digs into practical applications of AI in GTM operations, from auditing workflows at the click level to building systems with learning loops built in. For GTM leaders trying to tie AI to pipeline, win rates, and rep productivity, Jody offers a clear framework: find the friction in your system, do good discovery like a salesperson would, audit workflows at the ground level, and build a business case before implementing. The goal isn't to replace human capabilities but to augment them, freeing up teams to focus on the things AI can't do—building relationships, exercising judgment, and staying curious.
Key topics covered:
[00:00] Intro
[03:35] Building Go-to-Market Orgs from Scratch
[08:05] Skills and Mindsets for High-Performing Revenue Teams
[09:29] Scaling the Unscalable Differentiator
[13:37] Capturing Customer Insights Without Extra Time
[16:05] AI Sales Studio Origin Story
[18:28] Best Use Cases for AI Implementation
[22:21] First Measurable AI Win Demo Automation
[26:37] Streamlining Outbound Email with AI Workflows
[29:51] Teaching AI Implementation Through Workshops
[33:14] Behaviors of AI-Enabled Elite Sellers
[36:36] Measuring AI Impact on Pipeline and Productivity
[38:45] Where to Find Jody and AI Sales Studio
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GTM STRATEGY, GROWTH PLANNING, & REVOPS SERVICES
● Website
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Two-thirds of B2B teams are using AI in go-to-market, and 85% report seeing a boost. But there's a massive gap between teams just saving time with AI and those seeing actual pipeline and conversion improvements. What separates winners from experimenters?
Eddie Reynolds sits down with Craig Rosenberg, Chief Platform Officer at Scale Venture Partners, to break down their State of GTM AI Report and reveal what's actually working and why most companies still aren’t seeing the results they expected.
Craig shares the data on which AI implementations drive real revenue impact versus which just save time. From autonomous SDR bots booking qualified meetings to AI-powered competitive intelligence systems that surface opportunities your reps would never find manually, this conversation goes deep on specific examples. Eddie and Craig discuss what "GTM engineers" actually do, whether to buy or build AI solutions, and why most companies struggle to measure ROI despite seeing results.
The conversation also digs into what has to be in place before AI can really make an impact on revenue, which teams are best positioned to lead adoption, and how top performers are using new tools to sharpen what they already do well. If you're trying to figure out where AI fits in your GTM stack and how to move beyond surface-level implementations, this episode delivers the data-backed playbook.
Read Scale Venture Partners’ State of GTM AI Report here.
Listen to Craig Rosenberg’s Podcast: The Transaction Podcast

Key topics covered:
[00:00] Intro
[00:32] Phase One vs Phase Two AI Implementation
[03:55] Marketing Teams Leading AI Adoption
[06:00] Strategy First, Technology Second Approach
[08:42] Successful AI Users Define Specific Outcomes
[11:28] Human in the Loop Requirements
[14:16] Campaign Analysis Driving 3x Pipeline Growth
[18:19] Data Quality Challenges and Solutions
[23:22] Toughest Go to Market Environment Ever
[27:27] Clay and Micro Segmentation Success Stories
[32:51] Account Research Made Fast and Effective
[35:14] AI-Powered Pipeline Reviews
[38:33] Rev Ops Leading AI Implementation
[41:35] Individual Innovation vs Organizational Scale

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GTM STRATEGY, GROWTH PLANNING, & REVOPS SERVICES
● Website
● LinkedIn
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You pull the pipeline report and it's chaos: opportunities in the wrong stages, missing qualification data, deals that should have closed months ago just sitting there. The problem isn't your process. It's that nobody's actually following it. Hosts Eddie Reynolds and Rachael Bueckert reveal why process adoption is the number one thing companies struggle with in go-to-market, and the exact system to fix it.
Drawing from his experience at Salesforce where process discipline was embedded into muscle memory, Eddie reveals the systematic approach to driving adoption across your entire GTM organization. This isn't about creating more documentation or adding more training sessions, it's about building accountability mechanisms, creating the right reports, establishing consistent coaching rhythms, and making process adherence part of your culture. Whether you're struggling with pipeline hygiene, lead follow-up, or opportunity qualification, this episode walks through the exact steps to get your team executing consistently.
Read the full newsletter: How to Drive Adoption of Your GTM Processes
View the GTM Ops Decision Tree: Here
Learn more about Union Square Consulting: unionsquareconsulting.com

[00:53] Introduction to GTM process adoption[01:18] Why process adoption is the #1 struggle[02:38] Adoption vs. practice: the sports analogy[03:30] Building muscle memory at Salesforce[05:38] Signs your processes aren't being adopted[06:26] Using reports to diagnose adoption issues[11:42] Creating accountability mechanisms[16:15] The role of consistent coaching[20:48] Training new hires on existing processes[25:33] Documentation that actually gets used[30:17] Building process into CRM workflows[35:24] Making adoption part of performance reviews[40:32] The management team's daily discipline[45:18] Focusing on one thing at a time[50:26] Pipeline hygiene as a forcing function[54:33] Adapting Salesforce's playbook approach[57:00] The brain surgeon analogy[57:57] Key takeaway: pick one thing and drive it
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GTM STRATEGY, GROWTH PLANNING, & REVOPS SERVICES
● Website
● LinkedIn
● TikTok

Most CFOs and exec decision makers ask the wrong question when evaluating go-to-market ops investments. They want to see projected ROI before fixing anything. But when your pipeline is a mess, your baseline numbers are already fiction.
Hosts Eddie Reynolds and Rachael Bueckert address the question that frustrates Eddie most: "What's the ROI of go-to-market ops?"
This episode breaks down why measuring GTM ops ROI is so challenging, and why sometimes you don't need exact numbers to know you're sitting on a massive opportunity.
Eddie walks through a detailed financial model showing how even conservative improvements across pipeline management, lead conversion, and customer retention can generate millions in additional revenue. If you're a revenue leader trying to justify investment in GTM ops to your finance team, this episode gives you the framework to make that case.
Read the full newsletter: The ROI of GTM Ops
Try the ROI Calculator: GTM Ops ROI Spreadsheet

[00:46] Introduction to the ROI of GTM ops[01:04] Why Eddie hates this question (but understands it)[03:34] The kitchen fire analogy[04:46] Why ROI is so difficult to measure[06:00] The broken scale problem[08:42] Starting with qualitative assessment[12:15] Building the financial model[16:28] Conservative improvement assumptions[20:35] Pipeline management impact[24:17] Lead conversion improvements[28:42] Customer retention and expansion[32:56] Adding up the total revenue impact[36:21] Time savings and strategic capacity[40:18] Rising above tactical execution[44:24] Making the case to your CFO[46:06] Using the GTM ops decision tree[47:04] The engine vs. fuel metaphor_____________________________________________________________________
GTM STRATEGY, GROWTH PLANNING, & REVOPS SERVICES
● Website
● LinkedIn
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A $100M B2B SaaS client couldn't tell how many leads or opportunities they generated each month. Their PE firm called us asking for help, but there wasn't time to spend six months building the perfect measurement system. Here's how we helped them.
In this solo episode, Eddie Reynolds breaks down how to get visibility into your go-to-market metrics fast while simultaneously building the foundation for long-term growth.
Eddie walks through the "quick and dirty" approach our team took, starting with demo requests as proxy leads and demos delivered as proxy opportunities, and why sometimes imperfect metrics you can measure today beat perfect metrics you can't access for six months.
Eddie shares the common trap of waiting for perfect data (spoiler: you'll never get there), why you need to define your qualification process before you can objectively say leads are low quality, and how one customer discovered their inbound motion was completely broken only after building the SDR team and process to properly test it.
From defining what counts as a qualified opportunity to measuring customer health with nothing more than a red-yellow-green dropdown in Salesforce, Eddie explains how to balance the pressure to produce results now with the work required to build sustainable systems for the future—and why this is fundamentally a never-ending journey.
Resources mentioned in this episode:
GTM Decision Tree
Inbound Efficiency Framework
Outbound Efficiency Framework
GTM Efficiency Pyramid Framework
GTM Metrics and InsightsFramework
Read the article on this topic here.

[00:50] Introduction: The $100M Company With No Metrics
[03:02] What You Can Measure Today
[06:01] The Trap Of Waiting For Perfect Metrics
[08:28] Why Defining Process Comes Before Measuring Results
[13:06] Starting With New Business Pipeline
[16:06] The Question: Generate More Pipeline Or Close More Pipeline?
[18:13] Defining Your Inbound Process
[20:42] The MQL Definition Problem
[22:13] Building Your Outbound Foundation
[26:00] Getting Quick Visibility While Building Long-Term Foundation
[29:11] Net Revenue Retention: Onboarding And Customer Health
[33:52] The Simple Red-Yellow-Green Approach
[37:30] Where This Customer Ended Up
[39:42] Final Takeaways And Resources
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GTM STRATEGY, GROWTH PLANNING, & REVOPS SERVICES
● Website
● LinkedIn
● TikTok