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How to prove ROI from AI workflow integration in B2B marketing

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: What realistic ROI models can B2B teams use to justify deeper workflow integration of AI tools across the marketing lifecycle? MarTechBot’s answer:

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Will AI end SEO?

AI won’t make SEO obsolete, but it’ll change how the work gets done. There’s a growing concern that as AI systems improve, they’ll replace the need for human SEO analysis entirely. Early experiments suggest otherwise. While AI can assist with technical tasks and even generate usable outputs, it still depends heavily on detailed human input, structured data

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AI commoditizes marketing execution and elevates judgment

As AI promises to automate 90% of your administrative tasks, are you ready to stake your brand’s future on the remaining 10% — the high-value human judgment machines can’t replicate? With enterprise AI adoption maturing from mass experimentation to results-driven, with marketing leadership being asked to prove ROI, marketing organizations are encountering what could be

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Why confidence, not performance, is shaping media spend

Marketers are confident in fewer channels than they think, and that concentration of confidence is driving where budgets go. That’s one of the clearest signals from the 2026 Haus Decision Confidence Index. When you look at how marketers evaluate performance today, confidence isn’t evenly distributed. It’s concentrated. And that concentration is starting to dictate investment

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15 HubSpot updates from February 2026 you don’t want to miss

The February 2026 HubSpot updates bring a mix of long-requested functionality and meaningful improvements to AI-powered tools. Some updates make HubSpot smarter, like prospecting tools that identify buying signals and suggest who to contact. Others finally address long-standing frustrations around campaign attribution, automation and CRM cleanup. There are also several updates focused on usability, making

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Walmart says ChatGPT checkout converted 3x worse than its own website

Walmart just ran a real-world test of agentic commerce, and the results weren’t encouraging. Purchases completed directly inside ChatGPT converted at roughly one-third the rate of transactions where users clicked through to Walmart’s site. In other words, moving checkout into the AI interface reduced conversion rates by about 66%. Why this matters: Agentic commerce isn’t

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