🎛️ 6 AI-powered performance marketing mistakes.

It’s the day before Halloween, which is a good time to remember that what looks like a treat may actually be a trick. For example, AI can make a campaign look better fast, which is great until you realize it may be getting better at the wrong thing. Jessica Hawthorne-Castro has six mistakes to avoid with AI-powered performance marketing. The big lesson: Make sure the platform’s wins line up with actual business growth.

Also today … AI search hasn’t changed the basic rule that useful content has to give people something they can’t get everywhere else. Andrea Schultz says If your competitors can make the same page with the same tools, then real experience, strong opinions, and solid proof are the way to stand out.

Jessica Hawthorne-Castro dissects the traps of over-relying on automated campaign metrics at the expense of actual revenue growth.

Shift your focus toward tying automated optimizations back to high-level business goals and incrementality.

Take these steps to prepare for this shift:

• Set macro business objectives before letting algorithms determine campaign optimization targets.
• Measure incrementality through holdout tests instead of trusting in-platform attribution blindly.
• Apply strategic human oversight to filter operational dashboard noise from meaningful signals.

Andrea Schultz deconstructs the danger of prioritizing AI visibility shortcuts over genuine user value.

A smart next step is to anchor your strategy in human experience, unique data, and clear expert perspectives.

Use these tips to navigate this update:

• Ground content in firsthand SME insights that machines cannot replicate.
• Incorporate proprietary data and customer stories to validate brand claims.
• Feature visible subject matter experts to build search and user trust.

Constantine von Hoffman details the latest wave of vendor updates and platform feature rollouts across the marketing tech ecosystem.

This week: new AI-powered releases include news from Canto, Databricks, Oracle, and more.

Join Search Influence’s Will Scott to learn how to optimize your website for AI engines. Discover practical Generative Engine Optimization tactics that make content easier for AI systems to understand, retrieve, and cite—without relying on guesswork or generic advice.

• Optimize pages using entities, semantic triples, and direct answers.
• Evaluate existing site content to spot and prioritize critical gaps.
• Master actionable tools and techniques for immediate AI visibility.

The team at Erase.com untangles data from 714 suppression campaigns to evaluate what effectively moves harmful search results off page one.

This serves as your cue to prioritize high-authority placements over publishing raw content volume.

Take these steps to prepare for this shift:

• Scope campaigns using starting rank and total negative result volume.
• Focus resources on landing new assets directly into top-ten placements.
• Push stubborn negatives past page two to prevent AI overview citations.

Moni Oloyede details how a new generation of AI-native platforms is directly targeting Marketo by taking aim at its legacy rules-based architecture and operational complexity.

A smart next step is to evaluate whether your current automation stack relies too heavily on rigid, high-maintenance workflows that slow your team down.

Take these steps to prepare for this shift:

• Audit your current platform management overhead against emerging AI-first alternatives.
• Identify complex, rules-based lead scoring workflows that could be simplified with AI models.
• Test migration feasibility using tools designed to translate existing asset logic automatically.

Reid Holmes reframes budget optimization by demonstrating how intentional, small-scale customer delight generates compounding referral value.

To capitalize on this, you need to dedicate a portion of your budget strictly to high-impact moments that inspire organic word-of-mouth.

Ready to turn memorable customer experiences into sustainable pipeline growth?

• Allocate five percent of your marketing budget specifically to unexpected customer delight.
• Shift focus from transactional referral incentives to building share-worthy customer stories.
• Measure campaign impact through retention lift, customer margin, and unprompted social mentions.

Loyalty sign-ups don’t guarantee engagement. Exclusive research from Braze shows brands often misunderstand what drives customer retention—42% of consumers feel unnoticed when they stop engaging. Join us to separate loyalty myths from data and learn what truly keeps customers active.

• Capture real loyalty beyond basic program sign-ups.
• Drive repeat purchases without relying on massive discount offers.
• Personalize engagement using AI while maintaining customer trust.

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