Is your data dirtier than a lost sock? Yes, you can clean it with efficient queries and Booleans, but that can be complicated and time-consuming. Or, you can use the power of artificial intelligence. We're giving control of the Talkwalker AI Engine to our users, allowing them to create their more accurate social data analysis yet. Give it a test drive here...

Five years ago, the Shopify App Store featured 100 apps, was operated by a team of three (including an intern), and personalized phone calls were the method of choice for vetting app submissions. Today, there are over 2,000 apps, and in 2017 the Shopify App Store and its marketplace became one of the top five most frequently-viewed pages in all of Shopify, including the merchant admin. Last week, the new app store was released. In this article, we look at how the new app store came to be—the teams, ideas, and plans that shaped this updated marketplace. In this post you will learn: - The backstory of the Shopify App Store, and the catalyst that launched the new app store - The key challenges of the redesign and how the teams conquered them - How the teams worked through the project complexities to build for the future

For technology businesses, Product Hunt is the first platform for marketing and lead generation. Product Hunt’s reach and popularity remain unmatched. There aren’t many platforms that have the power to get sign-ups, create a spike in traffic and grab the attention of leading media publications all at once. In this article, we're going to share a workable (and legit) framework for identifying potential leads from Product Hunt. This framework contains tips, tricks, and steps we’ve learned, come across, and even figured out for ourselves -- hacks we believe in and those we’d like you to stay clear of. Lead Generation using the 'Upcoming' section on Product Hunt A product that’s yet to resonate with its audience has a limited chance of getting a sign-up. Product Hunt ‘Upcoming' eases this hurdle by providing Makers (that is, you) a showcase of sorts. In the words of Product Hunt, this platform was built to “give the community a preview of tomorrow’s next products, and 'Makers' an opportunity to build an audience and collect feedback before their public debut. ” Product Hunt’s ‘Upcoming’ platform helps new products get the initial traction by assisting them in generating leads. Each time a user subscribes to your product’s ‘Upcoming,’ Product Hunt shares their email credentials with you.