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The AI Automation Roadmap: What Roles You Can Replace in B2B Today. And What You Can’t.

SaaStr

The Immediate Wins: High-Impact, Ready-to-Deploy AI Outbound SDRs: 90-100% Replaceable (With Serious Caveats) The Reality : You can replace virtually every outbound SDR on your team with AI today. The 80% Solution: High Impact, High Investment Customer Support: 80% Replaceable (If You Go Deep). 60% At a Minimum.

B2B 91
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AI-powered martech news and releases: October 17

Martech

Hype AI launched its marketing platform, which lets businesses of all sizes create high-impact content and foster intuitive brand growth. Amplitude’s Web Experimentation lets product managers, marketers, and growth leaders to A/B test and personalize web experiences.

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Transitioning from Sales-Led to Product-Led Growth and Scaling to $100M ARR With Apollo’s CEO Tim Zheng

SaaStr

This decision was validated through A/B testing, which showed new traffic converting at 20 times the previous rate, despite the significantly lower price point. Strategic Reset The transformation began with a fundamental strategic reset: The company dramatically revised its pricing strategy, reducing ACVs from $10,000 to $1,000.

Growth 62
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How to Prepare for Small Business Week (2025)

Salesforce

For example, if you’re measuring a product’s performance, AI can A/B test it and see if it meets your specific, measurable, achievable, relevant, and time-based (SMART) goals. It can also identify high-value customer segments for targeted promotions and boost engagement. The good news?

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3 Real-Life Examples of Incredibly Successful A/B Tests

Hubspot

Whether you’re looking to increase revenue, sign-ups, social shares, or engagement, A/B testing and optimization can help you get there. But for many marketers out there, the tough part about A/B testing is often finding the right test to drive the biggest impact -- especially when you’re just getting started.

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The Button Color A/B Test: Red Beats Green

Hubspot

Because it takes so many trials to find a statistically significant result (often thousands of trials), it would cost a fortune in time and money to run the test with that many people face-to-face. In general, A/B testing is great for quickly and easily running tests of individual variables on a page like this.

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Why Marketers' A/B Testing Shouldn't Be Limited to Small Changes

Hubspot

Most people who do A/B testing do it modestly, testing only one variable at a time. They test headlines, images, button text, and other important page elements that are crucial to conversion. By combining A/B testing with other methods , you’ll get the complete picture you’re after.