Your automation tools fire on signals. A page visit, a form fill, a cart abandonment. The problem is that most workflows treat each of those signals as if nothing came before it. The customer just bought something? The automation does not know. They visited five product pages yesterday? Same story.
That is the core failure MarTech contributor Stephanie Trovato points to: automation that lacks context about the ongoing relationship. Customers do not experience your emails and ads as isolated events. They experience them as a running thread with your brand. When the automation fires without knowing where that thread is, the messaging quickly stops making sense.
What Context Actually Means Here
The fix is not a new platform. It’s a different framing for how you structure your workflows. Before a sequence fires, the automation needs to interpret the new signal against three layers of context:
- What happened before: prior purchases, support interactions, previous campaign responses
- Where this person is in the relationship: new lead, repeat buyer, lapsed customer, active subscriber
- What else they have done recently: other signals from the same window, not just the one trigger that launched the workflow
Better decisions at the automation level depend on feeding those three inputs before the system picks a next action.
The Operator Takeaway
If you are running email sequences or ad retargeting off a single trigger, you are probably sending the wrong message to a meaningful slice of your audience at any given time. A first purchase confirmation email that fires at someone who has bought six times is an obvious example. But the same issue runs quietly through most mid funnel workflows.
The fix starts with auditing your highest volume automation triggers and asking: what is the oldest and most recent thing I know about this person? If the answer is just the trigger itself, the workflow is missing context. Add suppression logic, segment branches, or pull in CRM fields before the next message goes out.
