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Recommendation Startup Ideas



1 year ago

Aspiring to be like Amazon, this startup wants to be the Amazon of the $3.5 trillion retail industry. They say they’re currently focused on a core product that will eventually be able to make recommendations for products to customers, and have already signed up a number of retailers.

293
1 year ago

A social destination for food and drink recommendations.

189
2 years ago

A startup that helps people eat more healthily, by giving them personalized nutrition recommendations.

187
1 year ago

A startup that uses machine learning to provide personalized recommendations and content to customers.

160
2 years ago

Messenger is a messaging app that makes automated music recommendations to users based on their music library. The company claims that it’s already making millions of dollars in revenue, and that it’s not reliant on ads. It’s making money through subscriptions, which it says is a way to get around the ad-tech competition.

149
2 years ago

A simple online platform to measure and compare ratings, recommendations and reviews for restaurants, bars, spas, salons and more.

149
1 year ago

A startup that wants to make banking more like social media. The startup is building a “challenging” banking experience that integrates notifications, product recommendations and social aspects. A new way to bank that would be more like checking your Facebook stream for information and then making a purchase.

146
2 years ago

A startup that wants to help people with depression and anxiety get the most out of life, by providing personalized recommendations on how

145
2 years ago

This startup has an app that helps people find the best places to eat out and then send a personal recommendation to a friend. The app is meant for those who like to eat out but are unsure where to go.

143
1 year ago

The goal of this startup is to help consumers shop for services that match their needs, rather than relying on recommendations from friends and family. The company looks to compete with platforms like Groupon and LivingSocial by selling subscriptions that will take care of the customer. The startup is already working with a number of Wal-Mart and Kroger stores.

139
2 years ago

This startup wants to use machine learning and cryptocurrency to make “recommendations” based on what you might want to listen to.

135
2 years ago

The team behind @TOH, a restaurant recommendation app, is building a system to help restaurants track their food waste and find solutions to it.

134
2 years ago

 This startup uses AI to detect insurance fraud and fraudulently- or improperly-claimed benefits. It offers a risk score and recommendations that help agents and customers decide on policies.

133
2 years ago

This is a company building a software company that provides software solutions for companies to build their own customer personas, give them feedback on their user experience, and then make recommendations for changing their website layouts.

132
2 years ago

A platform for direct-to-consumer health care that allows users to share health data and receive treatment recommendations from a variety of doctors and hospitals. The company says it is the only platform of its kind and has raised $1.2 million to date.

131
1 year ago

The startup has a personalized recommendation engine for buying clothes, but does so in a way that makes it easy for the consumer to shop in the store.

131
2 years ago

A company that helps companies mine data to see what’s working for them, and what’s not, and then makes recommendations for how to improve.

130
1 year ago

A “personalized personal assistant” that allows users to set up a “personalized concierge” to make recommendations and manage email and calendar.

130
2 years ago

The company is building a platform that brings restaurant recommendations to digital platforms, allowing users to receive a personalized dining experience that’s tailored to their preferences.

127
2 years ago

A messaging platform for #MeToo survivors to share stories, recommendations, and resources.

121
2 years ago

A startup that makes it easier to hire freelance workers through a platform that allows managers to post jobs, and then compare candidates based on credentials, previous work, and social recommendations.

119
2 years ago

The startup is working with a range of retailers, from Ikea to J.Crew, to build out an AI-powered recommendation system.

114
1 year ago

A startup for on-demand, personalized, restaurant recommendations. The startup plans to launch in the fall of 2019.

114
2 years ago

A platform that helps users find the best salon for their haircuts. The app stores salon location data in users’ phones and provides them with recommendations based on their location and needs.

113
2 years ago

A startup that helps customers decide what they want to buy with a digital tool that turns price into recommendations.

109
2 years ago

This startup is building a tool to help people find the best doctors, dentists and other medical professionals in their area. The startup is looking to build out a health care recommendation system based on personalized data from the patient’s current doctor. Gives the patient a recommendation, which is then sent to the doctor, where they can then make a decision on how to proceed. The company is looking to launch in early 2021.

108
2 years ago

This startup is building an app that lets you track your health conditions, manage your symptoms, and make recommendations for treatment.

108
2 years ago

This startup is creating a chatbot that will help users find the best deal on airline tickets, and provide recommendations based on personal preferences.

106
1 year ago

A platform that connects brokerage firms with mutual fund investors. It uses machine learning to provide portfolio recommendations based on a minimum of 15 years of historical data.

106
2 years ago

This startup wants to help companies see how their customers are shopping and offering recommendations on what products and services to sell to them.

104
1 year ago

A startup that uses machine learning to automatically detect customer problems and provide a solution to companies in the form of automated recommendations.

104
2 years ago

An AI-powered product recommendation platform that helps users find and shop for products across Amazon and other retailers. The startup wants to build the first recommendation platform for consumers in the US, where it’s been testing.

103
2 years ago

A personal computer for managing back pain. It’s essentially a smartphone that sits on a medical table and provides a diagnosis, treatment recommendations, and a system for collecting patient data.

103
2 years ago

A “crowdsourced recommendation engine” that uses a model built on Yelp and other reviews to help people find apps and services that they might not necessarily know about.

102
8 months ago

A platform that lets you find the best available mortgage broker in your area, offering recommendations and support.

102
2 years ago

A “social discovery and recommendation” app that enables people to discover new products and services from their other social media accounts, without them having to leave a platform.

99
2 years ago

A monthly subscription service for home laundry detergent that offers recommendations for how much to buy, when and how to use it. The startup has already sold more than $2 million in the past year from its first customers–with over 25,000 subscriptions.

97
1 year ago

A startup that makes data-driven content recommendations, selling it to advertisers.

97
2 years ago

A social recommendation platform that hopes to organize recommendations by people, places, and things.

95
1 year ago

The startup, founded in April, is building an AI that can help people monitor and engage with their health. People can use the AI to keep track of their weight and health, and the AI will send them recommendations on how they can improve it.

95
2 years ago

A mobile app that creates “personalized news, alerts and recommendations for every user” — a sort of personalized news, or “Facebook for you”.

94
2 years ago

A company that helps students get into medical school by matching them with mentors. It takes a student’s application and provides recommendations on which medical school to apply to, based on the student’s chances of getting into medical school.

94
2 years ago

A company that makes a smartphone app that is essentially a robo-advisor. The startup will use data from the app to make recommendations for the user.

92
2 years ago

This startup is creating a new shopping experience for millennials, combining insights, recommendations, and messaging, with a focus on location-based shopping.

91
2 years ago

A mobile app providing users with recommendations on where to eat in their city based on their location. The company says it processes over 20 million restaurant reviews every month.

91
1 year ago

A technology that helps people shop and eat healthier by offering personalized recommendations based on their health history.

91
2 months ago

A startup that helps companies build better mobile sites. The startup plans to use the data it gathers to provide recommendations and track progress on a site’s performance.

90
10 months ago

A startup building an app for wine drinkers to help them discover new wines and get better recommendations.

89
2 years ago

A content recommendation platform that partners with influencers to help them get more followers and more engagement. They say they’re already working with a number of celebrities.

88
2 years ago

A system that helps you figure out if a new product is a good fit for your business based on past purchases. It helps you identify the things you buy and where you buy them, then uses that information to make recommendations.

88
2 years ago

A startup that helps small businesses with their marketing and sales. The company’s software analyzes data and gives recommendations on how to best market and sell a company’s products. The startup says it has trained more than 150,000 salespeople and made more than $1 billion in revenue for clients.

82
1 year ago

A startup that creates artificial intelligence for shopping. The startup uses machine learning to create custom recommendations using their users' previous purchases and their shopping histories.

81
1 year ago

A Swiss startup that wants to provide AI for product and service recommendations.

81
3 months ago

A startup that's creating an AI-generated recommendation engine for men in the US.

78
2 years ago

A platform to help you streamline and optimize the way you use your phone and its apps. It provides features like a dashboard to track your battery life, and a recommendation engine to help you get the most out of your phone’s capabilities.

74
1 year ago

This is a startup using machine learning to make recommendations of the best items to buy on Amazon for a particular category.

71
1 year ago

A startup for hiring hotel employees via artificial intelligence. The service takes a photo of a hotel employee and uses it as a way to make a recommendation for a new employee.

70
1 year ago

A recommendation engine that helps you find what you like and suggest similar products to you.

69
1 year ago

This startup wants to take the guesswork out of picking a hospital for day surgery. It’s building a platform with recommendations and reviews, based on the outcomes of surgeries performed at each hospital.

69
1 year ago

A startup that uses artificial intelligence and machine learning to mine data and offer recommendations to people based on their specific needs. The startup builds on the data that companies already collect and analyze to develop new products and services.

69
1 year ago

The startup is building a platform for online communities of interest. Currently, it’s a way for people to find events and share recommendations for friends, but it can be applied to other categories like sports, music, movies, etc.

68
1 year ago

A platform for retail and restaurants to give customers advice and recommendations on products to buy.

68
1 year ago

A digital platform for health providers to provide a hospital-like service to patients. Doctors can see a patient’s health in real-time and send them personalized health recommendations.

65
1 year ago

This startup is building a chatbot that learns from your habits to give you better recommendations for what to watch based on your interests.

64
1 year ago

A connected car service that uses data from the car for the driver and the device for the company. It uses the data to create personalized recommendations and “intelligent insights”. It currently has over 3,000 cars on its platform.

63
1 year ago

 A company that helps people save time by getting better food recommendations.

61
1 year ago

As of November 2017, Tastebuds was a top-2 startup in the food & beverage category on AngelList. Tastebuds is building a way to share tasting notes, recommendations, and experiences in a social network for restaurants.

61
10 months ago

A startup that tries to create a better version of the Netflix recommendation engine.

61
1 year ago

A platform that helps find the best rooms at a hotel for a certain guest based on their profile. The company says it’s a “nudged recommendation” system using AI and machine learning.

60
1 year ago

This startup is building a platform for chatbots to make sense of customers’ data and make recommendations.

60
1 year ago

is a startup that wants to bring personalization to CRM, allowing people to see what their friends are doing and make recommendations based on what they’ve done in the past.

60
1 year ago

A personalized recommendation platform that helps you discover new apps and games. The startup offers a $1 per month premium subscription that displays recommendations based on your taste in games or other things.

60
3 months ago

A personalized recommendation engine for businesses that’s based on the Netflix model.

60
2 months ago

This startup is building an app that generates personalized content recommendations for TV shows, movies, podcasts, and more. The app can suggest content based on what a person has watched or listened to in the past, and then recommend similar content in the future.

59
1 year ago

A cloud platform for content recommendation and discovery

58
1 year ago

A startups that tracks the performance of ads as they’re served online and provides recommendations for ways to optimize.

57
1 year ago

A startup that provides a digital assistant to help with the everyday tasks on your to-do list. It helps you organize your schedule, pay bills, plan your meals, and even get personalized recommendations for restaurants.

57
1 year ago

A series of apps that help brands and retailers make the right product decisions, including analytics and recommendations, across channels.

57
1 year ago

A data scientist-powered machine learning platform for the retail industry, enabling retailers to serve customers with personalized, real-time recommendations for their shopping trips.

55
1 year ago

A startup that uses AI to help companies with their HR processes. They want to be able to help firms streamline processes by detecting signals and patterns in data, then generating recommendations on the best course of action.

55
1 year ago

A digital concierge for the food industry, providing recommendations for restaurants, and ordering for you.

54
1 year ago

 A new video platform for streamers, offering a hub for video content that includes personalized recommendations from the platform’s community of users.

52
1 year ago

The company aims to change the way people shop, by giving them a way to scan items and get product recommendations based on their preferences, similar to the way Amazon recommends products to you.

52
1 year ago

A way for hospitality workers to help customers by answering questions about local attractions, food recommendations and more.

51
9 months ago

A product recommendation engine that looks at the user's preferences in a typical internet application and recommends other related items.

51
4 months ago

A predictive software company that provides expert advice in the form of a series of recommendations on the customer’s financial situation. The startup looks at the customer’s spending patterns, employer, income, investments, and credit to make a series of suggestions on how to improve the customer’s financial health.

51
3 months ago

A personalized recommendation service that can track over 25,000 movies, TV shows and audio books.

51
1 year ago

A software startup that aims to cut out the need for data entry by allowing users to upload their own data. The startup’s web app allows users to upload data, which is then used to make recommendations and “tell you what to do next”. The startup is currently in beta.

50
20 days ago

This is the “Uber of e-commerce”, allowing shoppers to find products and compare prices from a variety of merchants, then get product recommendations by verifying their location, and get a 20% off coupon for the purchase. The startup currently has over $2 million in monthly recurring revenue.

50
1 year ago

A mobile app that connects users to local restaurants with an app, allowing users to make reviews, get recommendations and see other reviews.

49
1 year ago

A company that analyzes performance and makes recommendations for optimizing the back end of a website (think: content management, web analytics, email marketing, etc.).

48
1 year ago

A recommendation engine that can help people find the best-of-breed products in a given category.

48
10 months ago

A startup that lets consumers get recommendations on travel options based on the interest they already have in a destination.

48
8 months ago

The company wants to improve the healthcare experience by creating a digital assistant with the ability to respond to your questions, provide recommendations and more.

48
6 months ago

A digital health startup that provides more holistic care for women’s health, combining tests with recommendations.

48
1 year ago

A subscription-based service that enables you to access a database of maps and information on things like nearby restaurants, hotels and attractions, and sends you hyperlocal recommendations based on your location.

47
1 year ago

A startup that is building a digital platform for helping real estate agents track their clients’ needs and make recommendations. The platform, which is built on top of an app, allows agents to scan the home of a buyer or seller to find out what needs to be done, and offers those needs to the agent’s network of clients.

47
1 year ago

A startup that provides diagnoses and treatment recommendations via a phone app.

46
8 months ago

A startup that helps mobile users find the best place to eat around them, with recommendations from other users and from the restaurants themselves.

46
6 months ago

A location-based recommendation platform that recommends restaurants and bars to users based on their location.

46
11 months ago

An AI-powered recommendation system.

45
9 months ago

A platform that allows users to earn rewards by sharing recommendations and reviews of things they like.

45
10 months ago

While it’s still in the works, this company is building an AI-powered assistant that would allow people to speak to it and get personalized recommendations on what to do in cities around the world, sort of like the way Pandora is personalized music.

44
8 months ago

A startup that hopes to make retail experiences more personalized, rather than having a one-size-fits-all approach. The startup is building a tool that lets retailers track their customers’ buying habits and turn them into recommendations automatically.

44
1 year ago

This startup wants to be the Netflix of health insurance. It will choose from a variety of health insurance plans from carriers, and then offer a recommendation that’s customized for you.

43
1 year ago

 A health app that uses a person’s existing social graph to construct a “social profile” of their health and use that as a foundation for recommendations.

43
8 months ago

This startup wants to make your shopping experience smarter by tracking what you’re looking at and what you’re buying. It’s based on a lightweight shopping cart, but has plans to eventually build out a more robust recommendation engine.

42
3 months ago

A recommendation algorithm for restaurants, taking into account user ratings and pricing.

42
9 months ago

The startup is building a platform that lets businesses get to know the people that are buying their products, and make fun and relevant recommendations.

41
7 months ago

This is a platform for tracking the health of your physical assets. It plugs into existing electronic health records and helps diagnose problems and make proactive recommendations to prevent them.

41
10 months ago

A startup that wants to make it easy for customers to leave reviews and recommendations for events, apps, and other products, allowing for more transparency and trust for those retailers and companies.

40
8 months ago

A startup that helps users book appointments with doctors by letting them send a photo of a medical issue and then wait for a diagnosis or treatment recommendation.

40
8 months ago

A machine learning platform for training recommendation algorithms and making them easier to use.

40
5 months ago

The company is looking to build a database of digital influencers (i.e. people with lots of social media followers) so that businesses can reach them. The company says it can help companies like Coca-Cola, Microsoft, and Vogue Magazine build a database of influencers to help them make better product recommendations.

40
3 months ago

A company that takes data from the USDA, CDC and other sources and combines it with other information, such as weather forecasts and traffic projections, to provide consumers with personalized shopping recommendations.

40
1 year ago

A startup that helps companies with product development, using machine learning and natural language processing to build recommendations for product features. For example, the startup can use a customer email to build a feature for a new product, based on their past purchasing behavior.

39
10 months ago

This startup wants to use machine learning to identify the different uses of a product and then provide recommendations based on that data. For example, a smartphone app may recommend different camera apps to users based on their photos.

39
17 days ago

A music streaming startup that has developed a recommendation engine for artists to see where their fans are listening.

39
10 months ago

A startup that provides local, food-based restaurant recommendations based on your location. It’s the product of a recent startup accelerator.

38
8 months ago

An AI-powered platform that allows businesses to provide customers with tailored and highly-personalized product recommendations.

38
6 months ago

 A startup that connects businesses with the best lawyers, using AI to give recommendations.

38
3 months ago

A machine learning-based app that helps you make better decisions at work. It’s a tool that looks at the data you’re collecting and gives you a recommendation on what the next action should be.

36
2 months ago

A new way to shop for digital products, with discounts and recommendations being determined by the digital community

36
9 months ago

A mobile-first application that brings “real-time” travel recommendations to the road. The startup says it routes travelers based on “where the traffic is going” and “where the traffic is not”, and can even suggest alternate routes, saving time and money.

35
9 months ago

A product recommendation engine for restaurants

35
8 months ago

“A platform for data-driven marketing”. It’s a platform that pulls from Facebook and Instagram and Google to understand what your family and friends are interested in, and makes a recommendation based on that data.

35
7 months ago

A startup that offers a “cultural concierge” service, offering cultural advice and recommendations to companies.

35
11 months ago

A search and discovery engine for events and activities, with a focus on helping event organizers connect with people in their area, utilizing local recommendations.

34
10 months ago

A startup that wants to create a machine learning API that allows people to upload data sets and then easily get recommendations on what to change.

34
9 months ago

A machine learning startup that uses its software to conduct risk analysis on assets and make investment recommendations.

34
8 months ago

An investment management platform, except the company is building a new way to invest in high growth companies like companies that grow 1,000% in a year, 5,000% in 3 years, and so forth. The company is powered by artificial intelligence, and generates recommendations based on your investment desires and risk tolerance.

34
1 year ago

A web-based recommendation platform for restaurants that recommends their best dishes based on past reviews and data from the restaurant themselves. Just Eat is trying to help restaurants find the best dishes to showcase to their customers.

32
5 months ago

This mobile application helps restaurant owners make better decisions about what to order when. The app makes it easier for them to order based on factors like the last time a dish was ordered, a chef’s recommendation, and what ingredients are available in the kitchen.

32
15 days ago

A restaurant recommendation app that uses crowdsourcing and AI to recommend places to dine.

32
9 months ago

A mobile app that allows users to see what’s happening in their neighborhood at a moment’s glance, and make their own recommendations. It’s a way for people to interact directly with their city council and city services.

31
6 months ago

A new data analytics tool that allows companies to see and track a person’s social media “likes”, “following”, and “sharing”, and then makes recommendations as to which media a person should use.

30
7 months ago

A startup that allows people to share their Spotify playlists with friends, and other users to add them to their own playlists. The startup is also building a music recommendation service.

28
1 month ago

The company provides a platform for consumers to choose which products they want to buy and companies to compete for the order or sale of products based on a smart recommendation engine and feedback from the user base.

28
7 months ago

A tool that uses artificial intelligence to help companies find data-driven insights and recommendations that they can act on in business. Pitch uses machine learning to run through data sets to find the insights and recommendations.

26
3 months ago

This startup is building an AI-driven product recommendation engine that serves as an artificial intelligence layer to help users find the products they want.

25
1 month ago

A personalized, reputation-based recommendation system for customers, pairing them with other consumers who share their desires. The startup tracks previous purchases and credit card spending habits of customers to recommend items related to their shopping likes.

25
25 days ago

A startup that helps people find other members of their LinkedIn network and get things like introductions and recommendations.

24
1 month ago

A company that makes “actionable recommendations” for companies to “manage the people and processes that drive engagement”.

23
1 month ago

A digital health platform that helps people take control of their health by harnessing their phone and computer to track their health data, and then get coaching, recommendations, and health tips from other users.

23
10 days ago

An AI that develops recommendations for sports products, including shoes, equipment, and apparel, based on an athlete's style, preferences, and other factors.

22
5 months ago

A company that provides a platform for crowdsourced shopping recommendations.

20
27 days ago

A personal assistant that tracks your activities and makes recommendations for health and productivity based on what’s happening in your life.

20
6 months ago

They want to make personalized recommendations based on the consumer’s “patterns of behavior.” The idea is that you can use this to make better purchasing and service choices, like learning why you always get the same brand of coffee each morning and getting them to send you something else.

19
1 month ago

This startup has created a way to customize letters of recommendation for college students. It also plans to expand into hiring letters and recommendations.

19
23 days ago

The company’s first product, an app that rewards users for reading books by making recommendations.

16
25 days ago

The company says the platform will enable “personalized investment recommendations to be delivered in the form of a digital investment portfolio, which will help investors in managing their investments and live out their goals.”

14
2 years ago

Idea: SaaS startup that helps hotels manage their rooms and guests, with a little bit of Netflix’s recommendation algorithms baked in. The idea is that hotels can use it as a booking engine to get more out of their rooms, and the company’s founders say they have a 75% conversion rate.

8
5 days ago

A mobile app that allows users to create their own personal “lanes”, personalized shopping recommendations based on their offline shopping habits.

7
2 years ago

A startup that creates a tool for people to record their health and fitness data and then get recommendations for how to improve it

-1
2 years ago

Idea: A mobile app that will help truck drivers save money on gas, with a companion physical device that trucks can plug into and get gas price recommendations

-1
2 years ago

Idea: A platform for doctors to track patients’ vitals and symptoms, share information, and make recommendations. The startup is currently working with four hospitals, and has $1.5m in revenue.

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