Evaluating an AI Feature in Marketing Software Without Falling for the Demo
Every marketing platform now has an AI feature in the pitch deck. Most demos are built around the one scenario where the feature actually works well.
Marketing Automation
Marketing Software guides, comparisons and explainers from VexioCRM.
Every marketing platform now has an AI feature in the pitch deck. Most demos are built around the one scenario where the feature actually works well.
A browser extension here, a free analytics tool there. Shadow martech accumulates quietly until nobody can fully account for where customer data actually lives.
Every vendor advertises data export. Few explain that a raw CSV export leaves behind the logic, history, and structure that made your data useful in the first place.
A tool marketing purchased on a credit card months ago is now storing customer data, connected to five systems, and IT is finding out for the first time.
Evaluating marketing software on its free tier tells you almost nothing about the tool you'll actually be using once real usage pushes you into the paid plan.
A platform's sticker price is the smallest and easiest part of its true cost. The larger expenses show up months later, spread across categories nobody budgeted for.
Vendor lock-in rarely comes from a contract clause. It comes from the accumulated cost of leaving, and that cost is highest right when you don't expect it.
Marketing software evaluations often fail for reasons that have nothing to do with the software, rooted instead in how the buying committee was structured.
Every workaround connecting two tools that don't naturally fit together adds a small liability. Integration debt accumulates quietly until something breaks.
Marketing stacks grow one reasonable purchase at a time until nobody can say what half the tools actually do anymore. Here's how sprawl happens and what fixes it.