Insights

Marketing Intelligence Insights​

Perspectives on AI-native marketing, pattern recognition, and why benchmarks fail.

The Benchmark Lie book by Jeffrey Porzio with reading glasses on wooden table

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The Benchmark Lie: Why Industry Averages Destroy Campaign Performance

Industry benchmarks promise data-driven decisions but deliver statistical noise. A new book from B2B marketing veteran Jeffrey Porzio exposes why comparing campaigns to aggregated averages fails—and introduces pattern recognition as the alternative.

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Illustration of AWS, Microsoft Azure, and Google Cloud logos on cloud platforms with surrounding tech icons including rockets, satellites, databases, and analytics charts in soft watercolor style.

Partner Marketing 2.0: Winning in the AWS, Microsoft, and Google Cloud Ecosystems

The three major cloud providers just rewrote their partner programs. AWS is doubling down on marketplace transactions and co-sell automation. Microsoft is tying partner benefits to Azure consumption growth. Google Cloud is restructuring tiers around co-sell outcomes and AI innovation. What they all have in common: they’re moving from activity-based programs to outcome-based programs. Partner marketing needs to adapt.

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Report Links Original Research to Higher B2B ROI

New research from TopRank Marketing validates what sophisticated agencies already know…but most won’t admit. While 78% of agencies now “use AI,” most can’t demonstrate why their AI execution is superior to clients using ChatGPT directly. Generic AI tools produce generic outputs. Everyone has access to the same models. The competitive differentiation isn’t the technology—it’s what you do with it.

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What a $6.6B Voice AI Company Teaches Us About Competing with Giants

Two engineers left Google and Palantir to build better AI voices. Four years later, ElevenLabs is worth $6.6B because they focused obsessively on one problem instead of trying to do everything. We just analyzed what this means for AI native marketing intelligence and why narrow focus beats unlimited resources.

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Forrester Says 25% of AI Spend Gets Delayed—Here’s What They’re Missing

Forrester says 25% of enterprise AI spend is getting delayed. Only 15% saw earnings lift. The easy conclusion is that AI is overhyped. The accurate conclusion is more interesting.

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