Don't unleash a generic AI agent on your entire database. To get high response rates, segment contacts into specific sub-personas based on role, behavior, or status (e.g., churn risk). Then, train dedicated sub-agents or campaigns for each persona, allowing for true personalization at scale in batches of around 1,000 contacts.

Marketers often overlook the simplest element: the name of the offer, sale, or content piece. A/B testing the title is easier than changing creative or landing pages and can have the biggest impact on actual conversions, not just clicks or opens.

Combine two specific audience identifiers in your subject line, like role and company attribute ("Mid-market CMOs") or interest and a pain point ("Beauty fans with sensitive skin"). This "double personalization" tactic reportedly increases B2B open rates by 24% and B2C by 29% by making the message feel hyper-relevant.

Generic demographic targeting like '18-35 year olds' is ineffective. Instead, develop 30-40 hyper-specific consumer segments based on unique motivations, such as 'a 25-year-old male using wine for dating.' This niche approach makes creative more resonant, helping algorithms find the ideal audience.

Acknowledging that "relevance" is subjective shouldn't lead to creating generic, one-size-fits-all campaigns. Instead, it demands a high-volume creative strategy that produces dozens of distinct assets, each tailored to be hyper-relevant to a specific consumer segment or "demand state."

Modern AI enables hyper-personalization where every email element—copy, images, discounts—is generated uniquely for each shopper based on real-time site behavior. This moves beyond simple segmentation to a one-to-one communication standard.

The reason a customer "needs" your product is subjective. Instead of a one-size-fits-all ad, create multiple versions that speak to different core buyer motivations. One ad might appeal to logic and data, another to time savings, and a third to team efficiency, ensuring you resonate with a broader audience.

Instead of overhauling an offer, simply add one descriptive word—a 'modifier'—to the title. Testing "HR Guide" versus "Quick Fix HR Guide" is an easy, effective way to see a radical impact on conversions by changing the perceived value and specificity of the offer.

Extend segmentation beyond email content by using tools like RightMessage to dynamically alter your sales pages. Change headlines, testimonials, and copy to reflect a specific visitor's segment. This creates a highly relevant, personalized buying experience that can dramatically boost conversions.