The Desk Is Moving The MCP story is useful because it gives us a concrete signal to look at. But after sitting with the broader market scan, I do not think the bigger story is really about a protocol. The bigger story is that vendors are competing to become the layer where AI understands business context, retrieves the right information, and triggers action across workflows. Some of that competition is happening through MCP. Some of it is happening through agent studios, context graphs, embedded copilots, AI connectors, and conversational workspaces. The control point may be moving upward. The system of record still matters because it holds structured customer memory. But the place where operators ask questions, interpret signals, and move work forward may become just as important. […]
ZoomInfo
The Quiet Death of the SDR: Why Some GTM Teams Are Letting Marketing Reclaim the Pipeline
The Signal People buy from people they trust. That’s not new. What is changing is when that trust gets built, and who is responsible for creating it. In a growing number of go-to-market teams, that responsibility is shifting earlier in the process. Not to sales, but to marketing. The SDR function is not disappearing overnight. In many organizations, it remains a critical part of the revenue engine. But in a specific and increasing subset of companies, we are seeing something more subtle unfold. The work SDRs used to do is being absorbed. Not eliminated, not replaced, but absorbed into marketing. And in that shift, ownership of the early pipeline begins to move with it. Why This Is Happening Now This shift does not come from a single decision. It is the result of several pressures converging at […]
Anatomy of a Decision: When Marketing Owns the Pipeline – How Fuel50 Rebuilt Its Go-to-Market Operating Model
From Alignment to Elimination For years, B2B companies have tried to solve the same problem: how to get sales and marketing aligned. Fifteen years ago, when I was at HubSpot, we called it smarketing. Weekly meetings, shared definitions, handoff agreements. The goal was straightforward. If both teams could operate against the same metrics and communicate consistently, the system would perform better. And in many cases, it did. But even at its best, alignment still assumes something fundamental. It assumes that sales and marketing are separate functions, coordinating across a boundary. Leads are generated, qualified, and then passed from one team to another. What if that boundary is the problem? That is the question Fuel50 has answered, not through theory, but through how they operate. Continue […]
Monthly Research Recap | March 2026
Recent Research: Research Agenda: Bridging Leadership and Labor – 3Sixty Insights’ 2026 Combined Workforce Agenda This Combined Workforce Agenda outlines the key research priorities for 2026 from 3Sixty Insights, focusing on how organizations can bridge leadership strategy and employee experience in the modern workplace. The agenda integrates perspectives from two analysts — Nicole Roberts and Dylan Teggart — each with complementary emphases on organizational leadership capability, workforce strategy, labor market dynamics, and technology-enabled work execution. Analyst Insight: California Labor Laws and Compliance: Burden, Benchmark, or Competitive Advantage? This Analyst Insight examines the widely held perception that California’s labor laws make the state unusually difficult for businesses to operate in. While the analysis finds that California does impose more complex compliance requirements than most U.S. states, […]
Infographic: How One Company Rebuilt a Fragile SDR Engine with Apollo.io
This 3Sixty Insights infographic examines how one organization rebuilt a fragile SDR engine after realizing that its outbound motion had become overly dependent on email and weighed down by a costly “Franken-stack” of tools such as ZoomInfo, Groove, and Gong. What began as an attempt to fix declining email deliverability quickly evolved into a broader transformation, as the company consolidated data, engagement, and automation into a single sales operating environment with Apollo.io. The shift eliminated tool-hopping and manual list management, allowing SDRs to spend significantly more time on calls and active selling. The result was a step-function improvement in performance, including an 80 percent reduction in technology spend, a 95 percent increase in daily activities, and a threefold increase in pipeline generation.
From Data Abundance to Decision Scarcity in Sales Intelligence
Sales teams have more data and more recommendations than ever. What they have less of is confidence in what to do next. Across GTM organizations, a consistent pattern is emerging: sales intelligence systems are excellent at surfacing signals, but far less effective at reducing decisions. The result is not ignorance, but hesitation. Not a lack of insight, but analysis paralysis. Sales intelligence has largely solved for visibility. It has not yet solved for conviction. Why this is happening now Over the past decade, sales intelligence vendors have steadily filled in every layer of the data stack. Conversation intelligence platforms like Gong introduced a powerful form of judgment scaffolding. They surface deal risk, coaching gaps, and behavioral signals that were previously invisible. For many teams, Gong […]
Anatomy of a Decision: How One Customer Rebuilt Its Entire SDR Motion with Apollo.io
For most B2B SaaS companies, the SDR function is the daily engine of pipeline creation. For one Apollo.io customer, that engine had become fragile: over-reliant on email, constrained by tool sprawl, and misaligned with how modern buyers actually want to engage. What started as a narrow search for a fix to email deliverability became a full-scale rebuild of the customer’s sales development motion on Apollo. A Legacy SDR Engine Starts to Strain Apollo’s customer helps organizations deliver personalized, data-driven video experiences at scale, thereby increasing engagement, conversion, and long-term customer value. After nearly two decades in market and a long-established SDR organization, the customer had a mature outbound motion that had been refined over many years. But by early 2024, the cracks were hard to […]
Analyst Insight: Beyond Contact Data – How Apollo.io Is Rewiring the Sales Stack for the Efficiency Era
For years, Apollo.io was seen primarily as a data vendor. Most people who knew the name placed it next to ZoomInfo and Clearbit, assuming it was another place to find company and contact records. That framing made sense at the time, but it no longer fits the reality of what Apollo has become. What started as a large dataset of business contacts has quietly evolved into a single workspace for managing prospecting, outreach, and inbound sales workflows. The change reflects something larger happening across go-to-market teams everywhere. With budgets tightening and leaders under pressure to prove ROI on every line item, the modern stack is shrinking. Companies are asking one simple question: Why does this process need six tools when it could run in one? […]
Why Conversation Intelligence Is Quietly Becoming a Feature, Not a Category
A New Year, a New Set of Field Notes As we head into 2026, we’re kicking off a new weekly series we’re calling GTM Field Notes. These posts are not meant to be definitive market maps or polished frameworks. They are closer to working notes. Observations pulled from conversations with GTM leaders, patterns we keep seeing in buying decisions, and signals that show up repeatedly as teams try to simplify, consolidate, and justify their go-to-market stacks. One of the clearest signals right now centers on conversation intelligence. Not because it’s failing. But because it’s becoming too successful. What We Mean by “Conversation Intelligence” Before going further, it’s worth defining the term, because it’s still relatively new and often used loosely. Conversation intelligence refers to tools that capture live or recorded conversations, typically sales, customer success, or discovery calls, and […]
Solutions Spotlight: The Great Awakening in GTM – How 6sense’s Decade of Data Pioneering Set the Stage for AI-Driven Revenue Growth
B2B buyers today are nearly 70% through their purchase journey before engaging a seller, and more than 80% of the time, they’ve already chosen their preferred vendor when they do. This is not a fluke; it’s a global pattern validated across regions and industries. According to 6sense’s 2024 Buyer Experience Study, buyers initiate contact in 83% of cases, and the majority of those conversations begin with the vendor they ultimately choose. In this environment, traditional lead-generation and sales tactics struggle to keep pace. Revenue teams need earlier insight, better prioritization, and tools that can meet buyers where they already are in their journey. We’re witnessing what could be described as a “great awakening” in revenue technology. After a decade of collecting and categorizing trillions of […]
GTM Innovators: The Future of Demand Gen – AI, Data, and Personalization with Prashant Kaw
Demand generation is undergoing a major transformation, and AI is at the center of it all. In this episode of GTM Innovators, host Kyle James sits down with Prashant Kaw to explore how AI is reshaping demand gen workflows, disrupting traditional attribution models, and redefining go-to-market strategies. From hyper-personalization to the rise of dark social, we dive deep into the biggest challenges and opportunities for marketers in an AI-driven world. Tune in for insights that will help you stay ahead in the evolving landscape of B2B marketing. Subscript to GMT Innovators Series on the following platforms: SoundCloud: https://soundcloud.com/research-859405782 YouTube: https://www.youtube.com/playlist?list=PLsoV6fwX4cpGR2Hg98rc1e1k2-cOqCbhb Spotify: https://open.spotify.com/show/1gvDzcl0jxpPIfu9WYu6U4 iHeartReadio: https://iheart.com/podcast/258127960/ Pandora: https://www.pandora.com/podcast/gtm-innovators/PC:1001097038 iTunes: https://podcasts.apple.com/us/podcast/gtm-innovators/id1790738579 Amazon: https://music.amazon.com/podcasts/1b000615-31cc-49dd-a5d8-f80d5098bf2d/gtm-innovators Transcript: Kyle James 00:00 Welcome to another episode of GTM Innovators by 3Sixty Insights. I’m your host. […]