B2B Marketing

When it comes to AI, most of us are already using it in one way or another. While marketers may lean on it for data analysis, to clean up some copy, or automate repetitive tasks, most marketers primarily use it as a search engine.

Whether it’s ChatGPT, Claude, or Gemini, chances are you’ve already used one of these tools to research something. But what if, instead of using existing AI to gather insights on your audience, you could build your own AI research tool?

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AI Overviews have changed the relationship between ranking and getting traffic from Google.

In Ahrefs’ analysis of 146 million desktop search results, AI Overviews appeared for roughly 21% of keywords. And the click impact has become harder to ignore. In another 2026 study of 300,000 keywords, Ahrefs estimated that AI Overviews were associated with a 58% lower average click-through rate for the top-ranking organic result, compared with the rate expected without an AI Overview.

That doesn’t mean every AI Overview causes a 58% drop. It’s an observational estimate. But it shows why rankings alone don’t tell you the whole story anymore.

Your content can still rank well while Google answers part of the question directly in search results. The challenge for content teams is understanding what those AI-generated answers cover, which sources appear alongside them, and where their own articles fall short.

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Conversion rate optimization is about more than changing buttons or landing page copy. Good CRO combines customer research, analytics, psychology, experimentation, and statistics to understand why people convert and what to improve.

That matters more as traffic gets harder to earn. Contentsquare’s 2026 Digital Experience Benchmark, based on 99 billion sessions across more than 6,500 websites, found that traffic fell 3.8% year over year and conversion rates fell 5.1%. Returning visitors also converted at 2.9%, compared with 1.7% for new visitors.

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Marketing didn’t suddenly reinvent itself. It just stopped rewarding amateurs. The easy wins are gone, channels are crowded, attention is expensive, and “pretty good” means invisible.

The fastest-growing marketers aren’t doing more; they’re doing what works, on purpose, with systems behind it, quicker than the market shifts. They’re complete marketers who can spot a real opportunity, position it cleanly, tell a story that lands, pick the right levers, and measure what matters. And that’s why they keep getting the bigger briefs, bigger budgets, and bigger titles.

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The best go-to-market courses teach you more than how to launch a product. You need to know how to validate demand, define your audience, sharpen positioning, choose the right channels, align revenue teams, and measure what happens after launch.

That matters even more in 2026. ICONIQ’s State of GTM research, based on more than 150 B2B software GTM leaders, found that 48% now use hybrid pricing models, while high-growth companies expect self-serve to contribute about 20% of revenue versus roughly 10% for peers. Deeper AI adoption was also associated with higher conversion at parts of the funnel.

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Every company wants a “strategic” product marketer, but not many know what that actually means. You can ship launch decks, update competitor comparison sheets, and still have zero influence on profit and loss.

Most product marketers are stuck in launch mode and never make it past messaging. Real product marketing starts after launch; when the market responds, when your GTM strategy gets tested, and when you have to adapt fast or get buried.

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We’ve talked to dozens of marketers who’ve hit the same wall: campaigns keep running, but growth stalls. They’re great at execution (ads, email, analytics), but they can’t seem to turn that activity into compounding results.

That’s because growth isn’t a set of tactics—it’s a system. One built on experimentation, loops, and cross-channel collaboration.

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Most email marketing courses still teach the easy part: sending campaigns, testing subject lines, and reading basic engagement metrics.

The harder part is building email into a channel that actually drives revenue. The latest email marketing data puts ROI at 10:1 to 36:1, with top-performing programs exceeding 50:1. Yet only 13% of teams use advanced personalization, despite 93% saying personalization improves leads or purchases.

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