Affiliate revenue is an important part of many publishers’ and creators’ businesses, but the work behind it can be time-consuming. Teams often have to find products, create links, build galleries, optimize performance, and keep everything up to date across hundreds or even thousands of articles. The effort adds up quickly and can be hard to scale. Sovrn’s Product Recommendations tool was built to reduce that manual work. As part of the Sovrn Commerce Platform, this feature uses AI to automatically generate relevant product recommendation galleries based on page content, eliminating much of the manual effort traditionally required to support affiliate monetization.
Publishers and creators can turn existing articles into shoppable experiences that drive stronger engagement and revenue without disrupting how teams work day to day.
From manual galleries to automated commerce
Traditionally, building shopping galleries required marketers and creators to:
- Search for relevant products by keyword or category
- Select merchants and generate affiliate links
- Design and implement a gallery layout
- Monitor pricing, promotions, and product availability
This approach works on a small scale, but it’s labor intensive and time-consuming. Across thousands of pages of content, the process becomes difficult to maintain.
Instead of manual curation, Sovrn’s Product Recommendations tool uses AI to:
- Analyze page content
- Understand topic context and intent
- Automatically generate relevant product recommendations
Results are displayed in a responsive, customizable, and shoppable gallery. Product information is updated in real time, and galleries load in under one second — ensuring users aren’t slowed down by technology issues and SEO and AEO performance isn’t compromised.
How it works
Sovrn’s Product Recommendations tool leverages multiple layers of intelligence to deliver an engaging, relevant, and revenue-optimized experience:
- Content analysis: Our system scans your page content, using natural language processing to identify themes, commerce intent, and relevant product categories.
- Predictive analytics: Based on this analysis, it then generates targeted search queries that are used to search Sovrn’s extensive product database.
- Product selection: Our AI processes the search results to create tailored recommendations of high-converting products that align with the context of your content.
- Gallery creation: Recommended products are displayed in an attractive, customizable gallery designed to meet IAB standards for responsive layouts.
- Real-time updates: Pricing and stock information are updated dynamically, so galleries always reflect current availability.
Unlike traditional shopping galleries that can quickly become outdated, this AI-driven approach ensures that experiences remain fresh, contextual, and optimized for monetization. And because our AI continuously learns from user interactions and conversion data, every recommendation is designed to maximize revenue potential.
Want to see Sovrn Product Recommendations in action? Check out the dynamic gallery at the bottom of this article from our customer, The Streamable.

Key benefits: What it means for your workflow
Our Product Recommendations engine helps to increase clicks and conversions, while streamlining the commerce workflow from start to finish.
- Fully automated, set-and-forget
Instead of manually adding product galleries to each piece of content, you can deploy the feature across your site by adding a simple line of code to your template — or apply it selectively via API. Once implemented, galleries populate automatically based on each article’s unique content. - Real-time commerce with no manual maintenance
Because the galleries are based on real-time pricing and inventory, there’s no need to revisit older content or fix outdated links. Out-of-stock items are replaced automatically, and pricing always reflects current merchant data. - Optimized for revenue
Clicks are automatically routed to the highest-paying merchant or affiliate network through Sovrn’s proprietary Link Optimization tool to maximize clicks without manual intervention. - Customizable on your terms
Product Recommendations aren’t just a one-size-fits-all widget. Galleries can be styled to match brand guidelines, site style, and editorial layout. For teams that want more control, galleries can also be built via API to drive commerce experiences anywhere — including your website, email newsletters, applications, and other shopping experiences.
The value of Sovrn Product Recommendations is more than just theoretical. Here’s what customer Jared DiPane, General Manager of The Streamable, had to say about its impact:
“The tool enables our editorial team to focus on creating high-quality content without the need to manually find related products or select retailers. It’s a seamless, hands-off solution that enhances monetization opportunities.”
Future-ready content at scale
Commerce doesn’t remain static. Consumer behavior shifts fast, and affiliate monetization must keep pace. Sovrn’s Product Recommendations tool answers this need with an AI foundation that continuously learns from user interactions and conversion signals, refining recommendations over time.
By combining AI-driven relevance, revenue optimization, real-time updates, and flexible implementation options, our solution helps publishers stay ahead of the changing affiliate market.
Get started with Product Recommendations
Ready to see how Product Recommendations can be a game-changer for engagement and revenue? The tools is now available to all customers, so just sign into your Sovrn Commerce account to get started. For more information or to verify your availability, please contact our support team.
Don’t have a Sovrn Commerce account? Sign up today!