Blog

Notes on outbound you can defend.

What we found inside the other tools, what the guardrails actually do, and what a meeting is. Every post answers one question and shows its sources.

Trust and Compliance19 September 20265 min read

Why most AI outbound is spam - and why that's a product decision, not a user error

Autopilot defaults and no source verification don't just produce bad emails. They produce spam by architecture.

How Outbound Works17 September 20265 min read

Outcome-based pricing only works if "outcome" has a precise definition. Here's ours.

How Outbound Works15 September 20265 min read

Most AI SDR tools default to autopilot. That single product decision is the source of most AI outbound spam.

Trust and Compliance12 September 20265 min read

Citations in cold email aren't a style choice. They're an enforcement mechanism.

Compare and Alternatives10 September 20264 min read

When your ICP engine returns competitors as "ideal customers," the problem isn't the data. It's the targeting model.

Compare and Alternatives8 September 20264 min read

A first-person account of what we found inside Gojiberry and Explee - and the four product decisions those findings forced us to make