# How can businesses leverage artificial intelligence to optimize their marketing campaigns for improved ROI and customer engagement?

aitranslations.io · October 12, 2026

> 71% of marketers believe AI can help improve customer experiences, according to a Salesforce survey. AI-driven personalization can increase sales by up...

71% of marketers believe AI can help improve customer experiences, according to a Salesforce survey.

AI-driven personalization can increase sales by up to 10% and increase customer loyalty by up to 20%, according to a study by McKinsey.

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Natural Language Processing (NLP) can help businesses analyze and understand customer sentiment, improving customer service by up to 25%, according to a study by Forrester.

AI-powered chatbots can reduce customer service costs by up to 30% and increase customer satisfaction by up to 20%, according to a study by IBM.

61% of marketers believe AI can help improve marketing efficiency, according to a survey by Adobe.

AI-driven marketing analytics can help businesses increase ROI by up to 20%, according to a study by Harvard Business Review.

83% of marketers believe AI can help improve customer insights, according to a survey by Salesforce.

AI-powered predictive analytics can help businesses increase sales by up to 15%, according to a study by McKinsey.

AI-driven content creation can increase engagement by up to 50%, according to a study by HubSpot.

72% of marketers believe AI can help improve customer relationships, according to a survey by Adobe.

AI-powered customer segmentation can increase sales by up to 10%, according to a study by McKinsey.

67% of marketers believe AI can help improve marketing campaigns, according to a survey by Salesforce.

AI-driven data analysis can help businesses reduce costs by up to 20%, according to a study by IBM.

AI-powered customer profiling can increase sales by up to 12%, according to a study by McKinsey.

63% of marketers believe AI can help improve customer engagement, according to a survey by Adobe.

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