Marketing Strategy on Matt Lincoln - Salesforce, Pardot and Martech.

How to Prepare Your Marketing Operations Team for Salesforce's 'Marketing Cloud Next' Era

Thu, 21 May 2026 00:00:00 +0000

If you read the top ten blogs ranking on Google for “How to prepare for Marketing Cloud Next,” you’ll get the exact same fluffy advice: Shift your mindset to a data-first approach, embrace the core architecture, and go do some Trailhead modules.

While that sounds great in a corporate slide deck, it isn’t going to help the marketing operations team sitting in your Slack channel panicking right now about having to learn a new product.

If your team is running a five-year-old Pardot instance held together by duct tape, Trailhead isn’t your priority. Here’s the in-the-trenches reality of what the shift to Data Cloud and Agentforce actually means for your team, and what you actually need to do to prepare them.

The Real Skillset Shift: Goodbye UI, Hello Architecture

Historically, if you wanted to be a great Pardot (Marketing Cloud Account Engagement) admin, you needed to know the UI inside and out. You built forms, wrote Engagement Studio logic, mapped a few custom fields, and called it a day.

That era is over. The new foundation (Marketing Cloud Growth and Advanced) runs directly on Salesforce Core, powered completely by Data Cloud.

The new “must-have” marketing skill isn’t point-and-click email design; it’s data architecture. Your team needs to understand how Data Cloud ingests CRM objects, how identity resolution works, and how Salesforce Flow orchestrates the automation. If they don’t understand how your CRM data maps together, they won’t be able to build a single functioning segment in the new architecture.

The Catch: AI Just Automates Your Trash Faster

Salesforce is heavily pushing Agentforce and the “Agentic AI” capabilities of Marketing Cloud Next. The pitch is that AI will do the heavy lifting for you.

Here’s where this breaks: If your underlying Salesforce data model is a mess, plugging it into Marketing Cloud Next will just automate your trash at scale.

AI is entirely dependent on the data it is fed. If your org is riddled with duplicate leads, disconnected accounts, and contradictory custom fields, Agentforce is going to hallucinate awful campaigns. You can’t skip basic CRM data hygiene just because “AI is going to handle it.”

The Practical 12-Month Roadmap

Don’t let the hype rush you into a migration you aren’t ready for. Here’s a practical roadmap to get your team ready:

1. Right Now: Map Your Technical Debt

Forget Trailhead for a minute. Your priority today is figuring out exactly where the bodies are buried in your current instance. What custom objects are you relying on? Which form handlers are critical? Where does your data model break down? Document the debt before you try to migrate it.

2. Next 6 Months: Spin Up a Pro Suite Trial

Salesforce recently introduced “Foundations” as a no-cost feature set, but a lot of admins are terrified of enabling it in their enterprise orgs because you can’t easily rip it back out. Instead of risking your clean environment, sign up for a brand new Pro Suite trial org using a dummy email address. It gives you the exact same core Marketing Cloud architecture (minus the AI credits) so your admins can test Data Cloud ingestion and Salesforce Flow without touching your primary instance.

3. Next 12 Months: Build the Business Case

Don’t buy the expensive Marketing Cloud Growth or Advanced licenses until your team has proven they can actually untangle your data in the trial environment. Once they build a successful, low-risk pilot using the free tools, you can take that proof of concept to leadership to justify the real investment.

The Verdict

The legacy marketing tools aren’t turning off tomorrow, but the writing is on the wall. All of Salesforce’s development power is pouring into Data Cloud, Agentforce, and Marketing Cloud Next. You don’t need to migrate today, but you do need to start fixing your data model yesterday.

You can’t successfully migrate to the new native architecture if you don’t know how deep your current technical debt goes. If your team needs a roadmap to untangle your existing setup before making the jump, let’s talk. I help teams audit their instances and map out exactly what needs to be fixed before the migration.

Marketing Cloud Growth vs. Advanced vs. MCAE: A Practical Guide to Salesforce's New Marketing Stack

Wed, 06 May 2026 00:00:00 +0000

If you try to buy Pardot today, your Account Executive is probably pushing you toward “Marketing Cloud Growth.” Before you sign the contract, you need to know what you’re actually buying, because the name isn’t the only thing that changed.

Salesforce is completely replatforming its marketing tools onto the core Salesforce platform, which means everything now runs on Data Cloud and Agentforce.

The resulting product lineup (Marketing Cloud Growth, Marketing Cloud Advanced, Marketing Cloud Next, Marketing Cloud Engagement, and Marketing Cloud Account Engagement) has left many marketing operations and RevOps leaders asking one simple question: What exactly am I supposed to buy (or keep) right now?

Here is a practical, fluff-free guide to understanding Salesforce’s new marketing stack, where your current Pardot instance fits in, and what you should actually do about it.

The Legacy Workhorse: Marketing Cloud Account Engagement (MCAE / Pardot)

Let’s start with what you likely already have. Marketing Cloud Account Engagement is the tool everyone still calls Pardot.

What it is: The classic B2B marketing automation platform that sits alongside Sales Cloud.

Where it stands today: It still works perfectly well for thousands of businesses. If you have a mature Pardot instance with complex Engagement Studio programs, scoring models, and integrations, it’s not going to stop working tomorrow.

The Reality Check: While Salesforce continues to support MCAE, all the new features (specifically around AI and native data mapping) are being built somewhere else. MCAE is the present, but it’s not the long-term future.

The New Foundation: Marketing Cloud Growth

Marketing Cloud Growth is the basic, base-tier version of this new architecture.

What it is: A marketing automation tool built on Data Cloud. There’s no connector syncing data back and forth like there is with MCAE. Your marketing data and your CRM data live in the same house.

The Catch: Growth does not have 100% feature parity with Pardot yet. If you rely heavily on custom form handlers, deep API integrations, or bespoke preference centers, Growth might actually break your current workflow. And if your core Salesforce data is a mess, Growth will just be a faster way to trigger bad automation.

The Enterprise Upgrade: Marketing Cloud Advanced

If Growth is the basic tier, Advanced is built for complex, multi-object segmentation.

What it is: Built on Data Cloud exactly like Growth, Marketing Cloud Advanced just has significantly more features. It handles multi-channel journeys and advanced segmentation that requires serious data processing.

The Reality Check: It bridges the gap between what used to require two separate products (Pardot for B2B, Marketing Cloud Engagement for B2C) by unifying them under one roof. But implementing it requires you to understand Data Cloud. This isn’t a simple lift-and-shift from Pardot.

Wait, What is “Marketing Cloud Next”?

You might have heard the term “Marketing Cloud Next” thrown around. Simply put, it’s an umbrella term for the next generation of Salesforce marketing.

It’s the vision for an all-in-one platform that finally unifies the old acquisitions (ExactTarget, Pardot, Datorama, and Evergage) with Data Cloud built right in.

What Should You Do Today?

If you’re a RevOps or Marketing leader staring at this lineup, your next steps depend entirely on your current state:

1. If you have a mature Pardot (MCAE) instance: If you have a 5-year-old Pardot instance held together by duct tape, don’t rush a migration to Growth unless you have a compelling need that only the new tooling can solve. Your priority right now isn’t buying a new license; it’s fixing your CRM data model so Data Cloud doesn’t choke on it when you eventually do move. Start mapping your technical debt now.

2. If you’re buying net-new Salesforce marketing tools today: Unless you have a very specific legacy use-case that only MCAE supports, you should be looking closely at Marketing Cloud Growth or Advanced. Building on the new native architecture will save you a painful migration later. Just be prepared for the current feature gaps.

Migrating from Pardot to the new Data Cloud architecture isn’t a simple license upgrade. It’s a complete data model rebuild. If your internal team doesn’t have the bandwidth to untangle your technical debt before you migrate, let’s talk. I help teams map out exactly what needs to be fixed before making the jump.