A PE-backed CEO came to me last fall. He runs a logistics AI company on the side of his other gig running a regulatory firm for medical devices. Smart guy. Operator. He wanted help with ABM, and his team was on a legacy CRM.
I walked away.
Not because his business wasn’t a fit. Because his platform was. We’re a Salesforce shop, and the migration math didn’t work for either of us. But here’s what stuck with me. When I asked him what he’d already tried, he said the quiet part out loud. “We haven’t really done the infrastructure, the plumbing, that you need to really run ABM well.”
That’s the whole game. And it’s why I keep telling people the same thing. Stop arguing about Demandbase vs. 6sense vs. RB2B. Argue about whether you have a working operating model.
The pendulum is swinging. To the same problem.
I was on a call recently with a friend who runs a global SaaS marketplace. Their customers are abandoning 6sense over unclear ROI on $200K to $300K contracts. Demandbase is winning some of those back. Fine. But here’s the kicker. The customers who churn off 6sense onto Demandbase are the same customers who will eventually churn off Demandbase.
The failure mode isn’t the platform. It’s the absence of an operating model around the platform.
Let me put a number on it. B2B Fusion did roughly a third of Engagio’s customer implementations before Demandbase acquired them. We’ve lived inside this category through multiple platform cycles. Engagio, Demandbase, 6sense, Terminus, the rest. The pattern doesn’t change. The platform is incidental. The plumbing is everything.
What plumbing actually means
Three things, in this order.
First, signal capture. Are you actually picking up the buying signals (third-party intent, first party intent, web behavior, technographics, hiring data, account expansion triggers, 10k, etc) and routing them to a system that can do something with them? This is where AI can also assist.
Second, contextual enrichment. Is the signal being interpreted? A spike in research intent for “marketing automation replacement” means something different on a 50-person Series A than on a 5,000-person enterprise post-acquisition. Move from ‘interesting data’ by a sales rep to meaningful data.
Third, routed action. Does enriched signal trigger a contextually-relevant motion that fits the account’s stage? An SDR play, a marketing nurture, an executive outreach. Whatever the situation calls for.
Most ABM “platforms” claim to do all three. Almost none do all three well. And almost no client I’ve worked with has wired up all three before they bought the platform.
The Clay + Cowork prototype
I’ve been running an experiment the last several weeks. Clay handles signal enrichment (and contact enrichment, too). Claude Cowork handles synthesis and contextually-relevant draft messaging for a human to review. I then run them against a target account list. No Demandbase. No 6sense. No $200K floor.
Is it as polished as a category-leading ABM platform? No. But it works. Because the operating model (signal, enrichment, action) is the same one a $300K platform is supposed to wire up for you.
I’m not saying don’t buy a platform. I’m saying the platform is a delivery mechanism for an operating model you should already have. If you don’t have the operating model, the platform won’t save you. If you do have the operating model, you can run a credible ABX motion on a fraction of the spend.
Where to start
Audit your operating model before you audit vendors. Do you capture the right signals? Do you enrich them with context? Do you route them to action? If any of those is missing, no platform purchase is going to fix it. (if you don’t have those capabilities in house, then reach to us or find a good partner who can look at your GTM and systems.)
ABX isn’t a platform category. It’s an operating discipline. The vendors selling it as a platform have a financial interest in convincing you otherwise.