# Drive Repeat Visits With Personalized Deals > Source: https://www.recombee.com/domains/deal-aggregators > For the complete site index, see [llms.txt](/llms.txt). To integrate Recombee, see the developer documentation at https://docs.recombee.com/llms.txt. [Domains](https://www.recombee.com/where-to-use#domains) / Deal Aggregators # Drive Repeat Visits With Personalized Deals Surface the right promotions before they expire based on **user behavior and live inventory** to increase **click-through rates, partner yield, and repeat visits**. ![Deal Aggregators](https://www.recombee.com/img/domains/deal-aggregators.png) ![](https://www.recombee.com/img/customers-domains/tripadvisor.svg)![](https://www.recombee.com/img/customers-domains/slickdeals.svg)![](https://www.recombee.com/img/customers-domains/benefithub.svg)![Showmax](https://www.recombee.com/img/customers-domains/pepper.svg)![Showmax](https://www.recombee.com/img/customers-domains/dealstream.svg)![Showmax](https://www.recombee.com/img/customers-domains/itison.svg) ## Use Cases ![](https://www.recombee.com/img/use-cases/deal-aggregators/fully-personalized-feed.png) ### Fully Personalized Feed Engage users with an infinite personalized feed of deals, blending the user's preferences with current popular deals. ![](https://www.recombee.com/img/use-cases/deal-aggregators/similar-deals.png) ### Similar Deals Offer users compelling alternatives from diverse affiliate partners. ![](https://www.recombee.com/img/use-cases/deal-aggregators/promoted-deals-for-you.png) ### Promoted Deals For You Provide users with personalized selections from premium affiliate partners' deals. ![](https://www.recombee.com/img/use-cases/deal-aggregators/trending-deals-in-your-area.png) ### Trending Deals In Your Area Show the current hottest deals on the entire site or within the user's local area. ![](https://www.recombee.com/img/use-cases/deal-aggregators/faceted-search-and-category-browsing.png) ### Faceted Search & Category Browsing Display deals based on individual search criteria like category, brand, price, or any other specifics from your catalog. ![](https://www.recombee.com/img/use-cases/deal-aggregators/personalized-emailing.png) ### Personalized Emailing Send users a personalized selection of the latest hot deals. ## Why Recombee [Increase Ad Revenue & Affiliate Clicks](#increase-ad-revenue-and-outclicks-to-affiliate-links) [Tackle Cold Start with Real-Time Training](#overcome-cold-start-problem-with-real-time-model-training) [Show Time-Sensitive Offers](#display-emerging-time-sensitive-offers) [Highlight High-Commission Deals](#boost-visibility-of-high-commission-affiliate-offers) [Promote Local Deals](#promote-local-deals) ### Increase Ad Revenue and Outclick’s to Affiliate Links Drive more outclicks and elevate ad revenue by increasing page views with personalized content recommendations. ### Overcome Cold Start Problem with Real-Time Model Training Immediately match new deals to the right users with continuous model training. ### Display Emerging Time-Sensitive Offers Highlight trending items, including limited, short-lived and seasonal deals. ### Boost Visibility of High-Commission Affiliate Offers Prefer deals by the premium and high-commission affiliate partners. ### Promote Local Deals Leverage geo-location data to present users with top deals in their city or area. ![Recombee Insights](https://www.recombee.com/img/domains/wwd-insights.png) ### Real-Time Analytics & Insights Take a deep dive into your data using our advanced real-time analytics tool called Insights within the Recombee Admin UI. * **Analyze** out clicks or purchases per affiliate partner, deal category, area, and much more * **Visualize** your data, create custom reports, and seamlessly share insights with your team * Choose from a **library of analytical views** or create your graphs and reports * Using the analytical data, adjust the rules and let the recommender engine **follow your product vision** [Explore Insights](https://www.recombee.com/features/real-time-analytics-insights) ## Increase Click-Outs and Customer Satisfaction by Delivering a Personalized Experience As a deal aggregator, leveraging machine learning and AI recommendations can significantly enhance your platform's performance and user satisfaction. By implementing Recombee’s AI-driven engine, you can personalize offers based on user preferences and browsing behavior from the very first interaction in real-time, ensuring each customer receives the most relevant deals. This not only increases engagement and conversion rates but also boosts customer loyalty and retention. Unlike competitors, Recombee offers 1:1 personalization for every user, immediate recommendations of new deals (including time-limited and short-lived offers), and instant discovery of trending hot deals. Recombee also provides you with full control over the recommendations, allowing you to align them with your business strategy. Through our intuitive Admin UI, you can prioritize deals from premium and high-commission affiliate partners, highlight soon-to-expire deals, or promote local offers. ### Explore more on [Product Recommendations](https://www.recombee.com/product-recommendations) [Marketplaces Integration Tips](https://docs.recombee.com/integration_tips#product-recommendations) Discover Even More Features ## Case Studies [![Slickdeals](https://www.recombee.com/img/case-studies/small-covers/case-studies-slickdeals.png)+70%CTR to Detail Page ViewsE-commerce + Deal Aggregators](https://www.recombee.com/case-studies/slickdeals) [![Pepper](https://www.recombee.com/img/case-studies/small-covers/case-studies-pepper.png)+21%Click-outs to affiliate links from websiteDeal Aggregators](https://www.recombee.com/case-studies/pepper) [![itison](https://www.recombee.com/img/case-studies/small-covers/case-studies-itison.png)2 000%ROINewsletter Personalization + Deal Aggregators](https://www.recombee.com/case-studies/itison) ## Core Technology ### Adapting to Your Data A robust system that can utilize all data available to generate great recommendations for your users, including collaborative filtering and content-based models. ### Dynamically Retrained Models Real-time content personalization to suit the flourishing customer’s tastes and adaptation of fast-changing user-generated content. ### Specific Functionalities for Deal Aggregators Image processing to analyze items using pictures and NLP to analyze ads’ attributes from the text descriptions. ### AI-powered A/B Testing In-house AutoML AI that maximizes KPIs and continuously optimizes deep learning algorithms. ### Advanced Business Rules Boosters or filters to push forward desired listings and easy to manipulate, adjustable rules for additional optimization of your content. ### Real AI Inside Reinforcement learning and collaborative filtering to recommend personalized ads or listings based on historical on-site behavior. [Explore Features](https://www.recombee.com/features) [Explore How Recombee Works](https://www.recombee.com/how-it-works/data-and-results) "It is a real pleasure collaborating with Recombee. Their problem-solving skills have proven invaluable, helping us overcome various business challenges while allowing us to consistently increase our click-outs and deliver a better user experience. Thanks to their solution we've seen our click-outs increase by up to 21%. They have become a trusted partner I can highly recommend." _![](https://www.recombee.com/img/customers/pepper.png)_ **Heike Guertler** Head of Product at Pepper [Read Case Study](https://www.recombee.com/case-studies/pepper) [Explore Success Stories](https://www.recombee.com/case-studies)