Question: I'm overwhelmed with holiday shopping, is there a service that can simplify the process and provide personalized gift recommendations?

One is Outdone, an AI-powered gift recommender system that, by entering some basic information about the person you're buying for, will spit out gift ideas from hundreds of top brands and let you buy them directly from the results. The service is intended to ease gift-buying anxiety and help you find gifts for even the most challenging people.

Another is Giftruly, a free AI-powered gift finder that can offer gift ideas for Christmas, birthdays and other occasions. You can ask a series of questions and get very personalized results that take into account both the giver and the recipient's tastes. It's good if you and the person you're buying for have different tastes.

If you prefer a more conversational interface, DreamGift offers a chatbot called Bliss that will generate gift ideas based on your input about the recipient's age, gender, interests and budget. The system offers links to buy gifts online and covers more than 40 types of events, so it's a good option if you're looking for something that's easy on your wallet. DreamGift is free to use and makes money through affiliate links if you actually place an order.