The Age of Personalization: How AI Helps Marketers Increase ROI
Whitehat SEO
HubSpot Diamond partner & winner of the HubSpot award for the top digital agency (London) 2019
Marketing success today depends on personalization.?With limited resources and increasing pressure to demonstrate ROI, marketers must optimize their efforts to engage key audiences. AI is transforming content creation, enabling marketers to customize experiences at scale based on audience attributes, behaviours, and needs.?
?Recent advances in machine learning have led to AI that understands language and generates personalized content drafts with little human input (Shoham, 38). However, according to the 2020 Personalization Pulse Report, 65% of marketers still rely primarily on manual personalization. While AI cannot replace human intelligence, it can automate repetitive and time-consuming tasks, freeing marketers to focus on strategy.
An integrated, collaborative approach, with AI supporting human efforts, may yield the best results. By leveraging AI for research and content generation, marketers can optimize their personalization strategy based on insights into how people interact with and respond to tailored content. They can gain efficiencies at scale to address budget and resource constraints while driving real ROI through highly customized experiences.
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Optimize Your Content Strategy for Personalization?
Developing a personalized content experience based on your audiences’ needs and concerns is key. Focus your strategy on addressing their most pressing challenges and goals. Seek to understand key personas in depth through surveys, interviews, and social listening. Build out tailored content journeys to guide them to solutions (Smith, 2020).??
AI tools can analyze attributes of key personas and content performance to suggest an optimized content framework and experience for your strategy. They can generate data-driven drafts personalized for different segments. But only human marketers can determine a strategy that truly resonates. Combine AI insights with your knowledge of what motivates your audiences and the customer journey.
Curate Relevant Data for Machine Learning
?AI learns from large volumes of data which marketers must develop, label, and optimize. Provide AI systems with your blog posts, social media, and other content categorized by topics, personas, keywords, and metadata. Tools analyze this content to understand your audiences and style to optimize personalization.
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Feeding AI high-quality, organized data is labour-intensive but critical for its performance. As AI continues advancing, investing in data curation will pay dividends through systems with a deeper, more sophisticated understanding of how to tailor content for your needs. While AI handles scale, marketers focus on optimizing and enriching data for the best results.?
Generate Personalized Content at Scale
Content personalization solutions apply machine learning to automate draft generation based on your content assets and metadata (Persado, n.d.). They can suggest blog posts, social media posts, and email newsletters tailored to particular personas or audience interests. AI considers wording variations and optimizes elements like subject lines based on open rates to develop the most compelling, customized content for each segment.??
Marketers supply outlines creative directions, and editors' reviews. But AI does the heavy lifting, freeing humans to oversee strategy and quality. This approach achieves personalization at the volume and pace today’s consumers expect. And optimizing draft elements based on performance can improve your key metrics like open and click-through rates over time.
The age of personalization is here. While technology progresses at an astounding rate, the human connection remains decisive. AI will elevate marketing efforts through scale and efficiency but cannot replicate the high-level thinking, creativity, and empathy on which real results rely.??
With an integrated strategy—AI optimizing the behind-the-scenes work based on human judgment calls—personalized omnichannel experiences that address key audiences at the deepest levels are within reach. Resources once spread thin gain new potential to create meaningful change. Your vision need not be limited by the hours in a day or line items in a budget but by imagination alone. AI, meet your match—marketers who know what people really want is simply to be known. Together, the possibilities are endless. The future of personalization is here - are you ready? The answer can only be yes.
CEO & Founder, AI Consultant at Whitehat Inbound Marketing Agency (Diamond HubSpot Partner)
1 年Original article: https://blog.whitehat-seo.co.uk/ai-search-and-content-creation