Why marketing needs a decision infrastructure for AI

Why marketing needs a decision infrastructure for AI

When people ask why AI has been so successful in code generation, the answer isn’t mysterious. Programming languages are structured systems. They have syntax, grammar, modularity, version control, testing protocols and shared conventions that engineers learn early and reinforce daily. Tasks can be decomposed, interfaces are defined and dependencies are explicit. When an AI model …

The marketing data most companies still fail to measure

The marketing data most companies still fail to measure

Phone conversations are now one of the most important first-party data sources in modern marketing measurement. As privacy changes weaken traditional attribution signals, conversation intelligence platforms are emerging as a critical layer of marketing measurement infrastructure. Marketers have spent the better part of a decade getting serious about measurement. We’ve built attribution models, invested in …

Why vibe coding will disrupt martech’s buy-or-build debate

Why vibe coding will disrupt martech’s buy-or-build debate

Buy-versus-build considerations are interesting martech scenarios. There’s never a clear answer, which makes martech far more an art than a science. At times, there’s also the buy-and-build option to consider. Recently, in an episode of Bloomberg’s Odd Lots podcast about vibe coding, guest Noah Brier, co-founder of Alephic, argued that AI models that produce software …

How shaping AI buying can boost B2B CMO strategic influence

How shaping AI buying can boost B2B CMO strategic influence

Most organizations treat AI as a productivity upgrade. The real leverage is in how evaluation criteria are encoded into systems that increasingly shape vendor selection. As B2B buying becomes machine-mediated, CMOs have an opportunity to shape how AI evaluates vendors — and elevate marketing’s strategic influence in the process. B2B buyers are increasingly using AI …

How B2B marketers can prepare for AI agents that do the buying

How B2B marketers can prepare for AI agents that do the buying

In MarTech’s “MarTechBot explains it all” feature, we pose a marketing question to our very own MarTechBot, which is trained on the MarTech website archives and has access to the broader internet. Question: As AI agents become more capable of comparing products and aiding purchase decisions, how should B2B vendors optimize content and structured data …

Organic search is fundamentally disrupted. Here’s what to do about it. by Brightspot

Organic search is fundamentally disrupted. Here’s what to do about it. by Brightspot

If your organic traffic is down but impressions are up, AI is likely citing your content without sending clicks. If both are down, you’re being ignored. Either way, the search behavior your marketing strategy was built on has changed, and waiting for traffic to rebound isn’t a strategy. This is the reality you’re facing in …