By Danielle Messler

What B2B Marketers Need to Know About Account Based Marketing (ABM)

April 7, 2025 · 10 min read

ABM Tactics for B2B Marketing that actually work

Account Based Marketing (ABM) is a go-to strategy for B2B companies going after enterprise or other high-value accounts.

It’s one of those concepts in B2B Marketing that seems straightforward – of course you should be focusing your sales and marketing efforts on the most important accounts – but the execution is where marketers are getting tripped up.

Hillary Carpio, Head of ABM at Snowflake, puts it best: “ABM isn’t just a marketing tactic. It’s a complete organizational shift.”

And for many teams, that shift is where things start to unravel. According to Gartner, about 36% of marketers struggle with measuring ROI of ABM.

We’re skipping the generic “what is ABM” spiel. This guide is built from what Exit Five has actually heard from ABM practitioners at Snowflake, Ramp, Hightouch, UserGems, and Scrappy ABM — real numbers, real mistakes, real frameworks.

You’ll learn:

What ABM actually is, and how it’s different from ABX
The KPIs that replace vanity metrics like leads and MQLs
The mistakes that quietly turn ABM into “targeted demand gen”
Whether ABM makes sense for a small team (it usually does)
How Ramp, Snowflake, and Hightouch actually run it in 2026
Whether you need a six-figure MarTech stack to start (you don’t)

What Is Account-Based Marketing? (ABM vs. ABX)

Account-Based Marketing is a strategy where you target specific named accounts instead of a broad ICP — you go after Salesforce, Snowflake, and Datadog by name, instead of “enterprise data companies” in general.

Ask ten marketers to define it and you’ll get ten answers, which is part of why 42% of ABM programs struggle to prove ROI according to Forrester. Christopher Rack, former CEO of PharosIQ, is blunt about the confusion: “Vendors sell ABM like it’s a button you press, but it’s not. ABM is a strategy, not software.” Tools like Terminus or Demandbase can support the work, but they aren’t the work.

You’ll increasingly see ABX (account experience) used alongside ABM. The distinction that matters: ABM is mostly about winning the account — targeting, personalized outreach, sales alignment, closing the deal. ABX is the broader arc that continues past close, into onboarding, expansion, and renewal, treating the account relationship as one continuous experience rather than a campaign that ends at signature. If your team is asking “abm vs abx,” the practical answer is that ABX is what ABM turns into once you start measuring the whole account lifecycle, not just the deal.

ABM KPIs & Metrics: What to Actually Measure

The single biggest reason ABM programs get killed in a budget review: nobody can prove they worked. Traditional KPIs — leads, MQLs, impressions — don’t map to how ABM actually creates value, and using them anyway is how good programs get read as failures.

Brian Kotlyar, CMO at Hightouch, has the clearest answer to “how do you measure ABM” we’ve heard: run a control group. Hightouch splits its target account list into a treatment group (getting the full coordinated ABM program) and a control group (not getting it) within the same list, then tracks the difference. The result: accounts in the treatment group convert from unengaged to a stage-one opportunity at a 32% higher rate than the general population. Of those that reach stage one, 38% more convert to stage two — what Brian calls the “double dip effect.”

On attribution specifically, his advice is to stop fighting about it: “Fighting over attribution is the biggest waste of time in a B2B company. Just don’t do it.” Track how accounts move through pre-opportunity stages instead — are more accounts moving from unaware to lightly engaged, from engaged to an open opportunity? That’s the story that actually holds up.

In practice, the metrics that replace leads and MQLs:

Pipeline growth within the target account list, not overall
Engagement from the actual decision-makers on the buying committee, not just any contact
Stage-to-stage conversion rate for treated accounts vs. a control or baseline group
Closed-won deals inside your priority segments

If you need a number to bring to a skeptical CFO or CRO, the control-group approach above is the most defensible one we’ve come across — it isolates what ABM changed instead of arguing about which touch gets the credit.

The Most Common ABM Mistakes

Most ABM programs don’t fail because the strategy was wrong. They fail because they quietly turned into something else. Casey Patterson, Director of ABM at Snowflake, watched it happen on her own team: ABM was working, sales loved the intel, so leadership kept adding accounts. The result was individual ABM managers covering 200 accounts each.

“That’s not ABM anymore,” Casey said. “That’s targeted demand gen. And it doesn’t scale the way we’re doing it.”

That’s the pattern behind most of the misconceptions that trip teams up:

Mistaking ABM for a tool. “ABM is a strategy, not software,” says Christopher Rack. A platform can support the work; it can’t do the work.
Mistaking ABM for fancy ads. “ABM isn’t just about running display ads for target accounts,” explains Mason Cosby, founder of Scrappy ABM. “It’s about building a multi-channel, personalized experience.”
Letting the list grow without limits. Snowflake and Hightouch both cap accounts per rep — Hightouch’s rule is simple: 20 accounts per AE, maximum. “We just don’t believe that a human being, even with AI tools, can do a good job working more than 20 accounts,” Brian Kotlyar said.
Letting marketing build the account list alone. At Hightouch and Ramp, the CRO signs off on who makes the list, informed by data science modeling and — critically — sales judgment a model can’t have. Ramp’s example: “This account has a three-year contract with a competitor. Take them off the list and put them back in three years.”
Measuring it like a demand gen program. Casey Patterson’s summary applies here too: “There’s no amount of intent data that outweighs the fact that a sales rep knows that account intimately.”

Is ABM Right for Your Team? (Yes, Even Small Ones)

The idea that ABM requires a Snowflake-sized budget is one of the more persistent myths, and it doesn’t hold up. Casey Patterson built ABM from scratch at a previous company with a genuinely simple toolkit: 1:1 landing pages for specific accounts, direct mail with a QR code, small curated dinners built around one pain point, and customer-to-customer introductions. “No 6sense, no Demandbase, no fancy data warehouse,” she said. “Just real alignment with sales on the 20 accounts that mattered most that quarter.”

Mason Cosby’s advice for getting started is to crawl before you walk or run: begin with re-engagement programs on accounts that already know you, rather than a full tech stack on day one. His 4D Framework is the clearest starting structure we’ve seen:

Data — who you’re going after, why, and how you’ll message them. (Targeting SAP shops because your SAP integration just launched, for example.)
Distribution — the channel mix: email, organic social, LinkedIn ads and DMs, sales sequences, webinars. Cosby recommends validating messaging through unpaid channels first, then scaling into paid.
Destination — content matched to where the account actually is: aware, problem-aware, evaluating you, or already talking to sales.
Direction — how you track account progression, using signals (a target account visiting your pricing page) rather than waiting for perfect attribution.

One caveat worth keeping: ABM tends to work best where deal sizes and sales cycles justify the personalization. If your average contract value is under roughly $50,000, the math on 1:1 personalization gets harder to justify — that’s when a lighter one-to-few approach usually makes more sense than full 1:1 ABM.

And ABM doesn’t have to be something you layer in later, once you’ve “graduated” from inbound. Trinity Nguyen, CMO at UserGems, tried the standard inbound-first playbook as the company’s fifth employee and found it didn’t fit — so ABM became their core motion from day one, not an add-on. Six years later, her team scores roughly 15,000 ICP accounts against buying signals (past champions joining new companies, funding rounds, hiring patterns) and works 500–600 of them a quarter.

How Ramp, Snowflake, and Hightouch Run ABM in 2026

In a recent Exit Five session, Casey Patterson (Snowflake), Drew Pinta (Ramp), and Brian Kotlyar (Hightouch) compared notes on how their teams run ABM right now. A few things stood out:

Cap the list before you build the program. Snowflake targets around 10 accounts per rep when the goal is four meetings; Hightouch caps at 20 accounts per AE. The exact number varies by account size, but the principle doesn’t: pick a cap and hold it.
The CRO signs off, not marketing alone. At Ramp, a first-pass model scores fit and intent, then sales leadership trims the list based on context a model can’t see. “There’s no amount of intent data that outweighs the fact that a sales rep knows that account intimately,” Casey said.
Run swarms, not always-on campaigns. Snowflake’s most effective play compresses four or five channels — an onsite lab, geo-fenced out-of-home ads, a gifting follow-up, an SDR sequence — into a two-week window around a single account. It doubled adoption of a product feature inside that account. ABM works better as a timed swarm with a clear start and end date than as a slow-drip, always-on motion.
The list has to move. None of the three teams treat the account list as something set in January and revisited in Q4. When a signal changes — a champion leaves, a competitor locks in a contract — the list changes with it.

Where it’s heading next: Snowflake is building toward what Casey calls “agent ABM” — matching each account to the channel and content it actually engages with, instead of pushing the same campaign to everyone on the same schedule. The principle isn’t new (permission marketing goes back to Seth Godin in 1999), but AI is what’s making the personalization-at-scale part practical.

Is ABM Software Worth It? (Tools & Platforms)

You don’t need an intent-data platform or a data science model to start ABM. Brian Kotlyar’s advice for teams just getting going is the most practical thing said on the topic: “Every AE you have can probably name 20 accounts they’d love to be in front of. Start there. Get in a room with your head of sales, agree on why each account is on the list, and write it down.” Intent signals, gifting programs, and personalized landing pages are tactics layered on top of a good list — they don’t replace one.

That said, tools earn their place once the fundamentals are working:

Intent data (Bombora and similar) to prioritize accounts already showing buying signals.
De-anonymization tools like RB2B to see which target accounts are visiting your site.
ABM platforms like Terminus or Demandbase for ad targeting and orchestration once you’ve outgrown a spreadsheet.
AI-driven outbound — UserGems moved its ADR team (which reports to marketing, not sales) to AI-assisted account research and email drafting, doubling ADR capacity and growing pipeline 26% while cutting spend 27%.

The sequence matters more than the toolkit: alignment and a good list first, tooling second. Teams that reverse the order end up with expensive software pointed at the wrong accounts.

The Bottom Line on Account-Based Marketing

ABM isn’t about quick wins — it’s strategic alignment with sales, a disciplined list, and metrics that track account progression instead of leads. Cap your list, get sales to help build it, measure stage-to-stage conversion instead of attribution, and don’t wait for a bigger budget to start. Every team profiled here — from a five-person startup to a 23-person enterprise ABM org at Snowflake — is running the same fundamentals at different scale.

More Resources on ABM from Exit Five

Community Exclusive Templates

If you’re an Exit Five community member, you can check out our ABM templates here – they cover:

ABM Roles and Responsibilities
Account Entitlement Worksheet
Account Planning Template
ABM Funnel Worksheet
ABM Campaign Checklist
ABM Foundations Checklist
ABM Maturity Model

Not an Exit Five member? You can try it out for free for 7 days and check out our ABM templates and so much more. Just sign up here.

Frequently Asked Questions

What is account-based marketing (ABM)?

ABM is a B2B strategy where you target specific named accounts — like Salesforce or Snowflake by name — instead of a broad ideal customer profile. It works best for higher deal sizes and complex sales cycles, and depends on tight sales-marketing alignment rather than any particular tool or platform.

What’s the difference between ABM and ABX?

ABM focuses on winning the account: targeting, personalized outreach, sales alignment, and closing the deal. ABX (account experience) extends that same account-based thinking past the close, into onboarding, expansion, and renewal, treating the whole relationship as one continuous experience.

What KPIs should you track for ABM?

Skip leads and MQLs — they don’t reflect how ABM creates value. Track pipeline growth within the target account list, engagement from actual buying-committee decision-makers, and stage-to-stage conversion rate for treated accounts versus a control group, which is how Hightouch proved a 32% lift.

What are the most common ABM mistakes?

The biggest one is letting the account list grow without limits — Snowflake and Hightouch both cap accounts per rep (around 10–20) because past that point, ABM quietly becomes generic demand gen. Other mistakes: treating ABM as a tool you buy, mistaking display ads for a full program, and building the list without sales input.

Do small teams need ABM experts?

No. Mason Cosby’s advice is to crawl before you walk — start with re-engagement programs on accounts that already know you, not a full tech stack. Casey Patterson built ABM at a previous company using nothing but 1:1 landing pages, direct mail, and curated dinners.

Is ABM software worth the investment?

Not on day one. Brian Kotlyar’s advice: start with a list your AEs already know they want, not an intent-data platform. Tools like Terminus, Demandbase, Bombora, or RB2B earn their place once the fundamentals — a good list and sales alignment — are already working.

How many accounts should each rep have in an ABM program?

Hightouch caps it at 20 accounts per AE; Snowflake targets around 10 per rep when the goal is four meetings per quarter. The exact number varies by account size and sales capacity, but every team profiled here enforces a hard cap rather than letting the list grow.

When should a B2B team start using ABM?

Earlier than most teams assume. Trinity Nguyen made ABM UserGems’ core motion from day one as employee #5, rather than layering it in later once the company scaled. The main precondition isn’t company size — it’s deal size and sales cycle complexity.