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Warehouse-native CDPs vs standalone platforms explained

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: There has been significant discussion about the ‘Warehouse-native CDP.’ Can you synthesize the arguments for why a brand should use its Snowflake

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What marketers need to know from Google Cloud Next ’26

Google Cloud’s annual conference featured dozens of announcements aimed at enterprise marketers. Some represent genuinely new capabilities. Others are early-stage partnerships with vague timelines, or existing products repackaged under the conference spotlight. Sorting out which is which matters if you are trying to make real technology decisions — so here is a look at the

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Why contextual collaboration is replacing personalization

Contextual collaboration reflects a shift from structured interfaces to systems that interpret intent through language, behavior, and interaction. Instead of requiring users to translate what they want into filters and forms, systems can now work with context directly. As a result, experiences become adaptive rather than predefined. Relevance is shaped in the moment rather than

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Confident marketing starts with better data

Personalization is no longer optional. B2B buyers expect seamless, relevant experiences at every touchpoint. For most marketers, however, that ambition collides with fragmented data, decaying contact records, and an increasingly complex privacy landscape that makes the data you do have harder to collect and maintain. The shift happening right now isn’t just technical. It’s structural.

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Customers want personalized marketing. Why can’t most brands deliver?

Think about the last time you binged those true crime documentaries. The next time you opened your streaming app, the homepage likely shifted. Investigative series rose to the top. Maybe a notification alerted you when a new series dropped. Promotional emails highlighted only what you hadn’t watched. You didn’t see the data parsing or the

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15 HubSpot updates from March 2026 managers and admins need to know

The March 2026 HubSpot updates are all about flexibility, especially in how your automation and data actually work. Across workflows, timing logic, and CRM management, many of the changes address limitations teams previously worked around. Whether it’s adding meetings into workflows, refining conditional logic, or gaining more control over how time-based automation behaves, the March

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Why relevance now beats reach in the AI-driven buyer journey

Today’s buyers are researching independently, comparing options, and forming opinions before ever engaging with sales. Additionally, Google AI Overviews now appear across a meaningful number of searches, covering queries with commercial and transactional intent in addition to informational ones. The first interaction a buyer has with your brand may not be through your website, ad,

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