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Editor's note: This post originally appeared on the Marketing Artificial Intelligence Institute's blog. Check out more posts like it here.

Marketing automation platforms have transformed the industry over the last decade, making marketers more efficient, productive and successful. But, the great irony of marketing automation is that it’s largely still manual.

Consider how much time your marketing team spends on repetitive and administrative tasks, such as drafting social media updates, writing data-driven blog posts, personalizing emails and website copy, A/B testing landing pages, building lead nurturing workflows, developing advertising copy, managing paid media spend, conducting keyword research, finding insights in analytics and recommending strategies (to name a few).

Now, what if we told you every one of those tasks, and many more, could be done more efficiently using artificial intelligence technology that’s available today? The challenge is that the solutions mostly exist in stand-alone AI tools, rather than as native elements of the major marketing automation platforms.

While we expect marketing automation companies to rapidly develop and integrate AI capabilities in the months and years ahead (through both acquisitions and internal R&D), for now, marketers need to piece together AI-powered products and integrate them into their core marketing technology stack.

Following are 11 common marketing tasks that can be more intelligently automated right now using AI technology. Many of the companies we include are still early in their product and market development, so use this list as a starting point for your AI research, not as a de facto buyer’s guide.

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