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4 Practical Tips to Avoid Confirmation Bias with AI

Vision Edge Marketing

Overreliance on Correlation : AI models may identify correlations in data without necessarily understanding causation. If biased correlations exist in the training data, the AI model may learn and reinforce these biases. This overreliance on correlation without context can lead to misguided conclusions.

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Sales Strategy 101: The Ultimate Guide

Zoominfo

When developing a sales strategy, many leaders aren’t sure where to begin. Whether you’re starting from scratch or looking to revamp an existing sales strategy, creating campaigns based solely on instincts or assumptions is no longer acceptable. To craft an effective modern sales playbook , data and analytics must reign supreme.

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How To Meet Buyers’ Goals in an Era of Uncertainty

Tony Zambito

For decades, business leaders have relied on data from sales and marketing to get a read on what buyers prefer and need. Tracking sales opportunities and struggling to identify marketing returns. Correlating external pressures and their impact on how buyers can or cannot meet their goals. Growth in market share.

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5 Ways Sales Teams Can Use AI to Sell Into New Industries, According Eternal Works' CEO

Hubspot

Welcome to "The Pipeline" — a weekly column from HubSpot, featuring actionable advice and insight from real sales leaders. AI and the pandemic threw a wrench in the typical sales funnel that companies have now realized is too outdated to consistently bring in the profits they want to see. Clients aren’t buying like they used to.

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Future of B2B Demand Generation: Trends On the Horizon

Binary Demand

Exploring buyer personas in the digital age As outlined by Forbes , a common misstep in crafting brand-specific buyer personas is an overemphasis on demographics, often neglecting crucial situational elements like psychographics, the buyer journey, emotional mapping, and triggering events. Provide insights on nurturing engagement.

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Elevate Your Marketing Game: Advanced Strategies for Personalized Campaigns

ClearVoice

Getting to grips with detailed audience segmentation can transform your campaigns, boosting engagement, clicks, conversions, and, ultimately, sales. It goes beyond basic segmentation’s broad categories, focusing instead on detailed criteria like behavior, demographics, engagement levels, purchase history, and individual preferences.

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How to Use Different Types of Customer Data to Fine-Tune Your GTM Motion

SalesIntel

Customer data is information collected from individuals interacting with a company’s products, services, or platforms, including demographics, purchase history, preferences, behavior patterns, and feedback. Importance: Targeted Marketing: Demographic data helps you understand the specific demographics you are catering to.