Aanu Oduyemi-Rose

Revenue doesn’t move because external signals changed. Revenue moves when external signals and internal readiness converge. Market shifts. CRM reality. Right message. Right timing. That’s the gap we’re measuring at ZoloSignal.

Given the pace of change that AI has brought to GTM, B2B teams are racing to incorporate AI into their GTM workflows but are starting in the wrong place. They're buying tools. Automating sequences. Connecting APIs. But if the data underneath is stale, duplicated, or out of sync, the automation just moves bad information faster. Here's the unglamorous truth: The foundation of any GTM motion that stays aligned with market reality isn't prospecting. It isn't your tech stack. It's **data integrity**. Specifically: — Is your CRM reflecting what's actually happening with your prospects right now? — Are your dashboards tracking the metrics that matter to your sales motion, or the ones that were set up two years ago and nobody questioned? — When a prospect changes role, funding status, or tech stack — does your system know? AI can surface signals. It can draft messages. It can trigger sequences. But it can only work with what you give it. Garbage in, hallucination out. The teams building AI-native GTM systems that actually work aren't starting with the tools. They're starting with a single question: Does our internal data reflect external reality? If the answer is no, that's where to start. #ZoloSignal #GTM #CRM #AI

I’ve been thinking about intent data a little differently lately. Most intent platforms are built for breadth: hiring, page visits, topic surges, funding. All useful signals. But I’m starting to think the interesting bit is what happens when you treat that data as an input, rather than the final score. Say you sell a cloud compliance product. Your intent data tells you an account is researching your category. But your own intelligence layer tells you their public Trust Center is powered by a competitor. Combine that with ICP fit, timing and the intent data you already have, and you have something much more specific to your business. I think that’s where GTM Engineering gets interesting. Not necessarily replacing intent platforms, but building bespoke intelligence on top of them. Because the best buying signal for your business might be completely useless to everyone else. And that might be exactly what makes it valuable.