The MQL is dying—not because it was a bad idea, but because the buying journey it was designed to measure no longer exists. Forward-thinking revenue teams are abandoning lead scoring entirely for fundamentally different approaches to qualification.
The skills that made CMOs successful five years ago are rapidly becoming insufficient. As AI transforms every aspect of marketing, leadership requirements are fundamentally changing—and many executives are struggling to adapt.
Rules-based marketing automation is breaking under the weight of modern complexity. AI decisioning engines that adapt in real-time are replacing static workflows—and fundamentally changing what personalization at scale means.
AI agents aren’t just automating tasks—they’re fundamentally restructuring how marketing operations work. Organizations that understand this shift will build capabilities competitors can’t match.
AI has made content creation effortless, flooding B2B markets with generic material. The winners won’t be those who produce more—they’ll be those who dare to be distinct. Here’s how to break through the noise.
Traditional intent data told you who was researching topics. AI-powered buyer intelligence tells you who is ready to buy, why, and what message will resonate. The difference is transforming B2B demand generation.
Traditional SEO focused on ranking in search results. Answer Engine Optimization focuses on being the source AI systems cite when answering questions. Here’s what B2B marketers need to know.
Questionnaires are more than lead capture forms—they’re strategic content assets that drive research, personalization, and engagement. Here’s how to use them effectively in B2B marketing.
B2B buying behavior has fundamentally shifted. Younger decision-makers, self-directed research, and consensus-driven purchases require new approaches from marketing and sales teams.
Most brands have multichannel presence but fragmented customer experiences. True cross-channel orchestration requires new thinking about technology, data, and organizational structure.