Who’s Really Powering Restaurant Recommendation Apps: Humans or Robots? - 4 Reasons Why Pinterest Has Become Extremely Popular



Jul 21, 20233 min read


Who’s Really Powering Restaurant Recommendation Apps: Humans or Robots? - 4 Reasons Why Pinterest Has Become Extremely Popular

In today's digital age, technology has become an integral part of our lives. From our daily routines to our social interactions, it seems like there's an app or platform for everything. Two areas where technology has made a significant impact are restaurant recommendation apps and social media platforms like Pinterest. But the question arises: who's really powering these platforms - humans or robots?

When it comes to restaurant recommendation apps, there seems to be a divide in the approach. On one hand, we have apps like Luka, which aims to build a personal relationship with users through a chat interface. Luka gathers information about users' likes and dislikes by asking them questions, ultimately aiming to know the user better than they know themselves. On the other hand, we have TextRex, a text-based recommendation service that employs real humans to solve restaurant dilemmas. The most popular type of request received by TextRex is for restaurant suggestions and reservations.

Both approaches have their merits. The creators of these apps believe that the personalization and narrowed down results achieved through conversations, whether with humans or AI, are what set them apart. However, there seems to be a desire for human interaction even in the digital realm. Users appreciate the ability to have a conversation and receive recommendations from real people. It provides a sense of trust and reliability that algorithms alone may not be able to replicate.

Now, let's shift our focus to Pinterest and explore why it has become extremely popular. One of the key reasons behind Pinterest's success lies in its unique approach to social media. Unlike other platforms where having a large number of followers is crucial, Pinterest allows users to look at everything everyone shares. This means that even if you don't have many followers, your content can still reach a wide audience. When you share pictures on Pinterest, you're not just sharing with your followers but everybody else on the platform.

Another aspect that sets Pinterest apart is its organizational system. When you follow someone on Pinterest, you have the option to follow just one board or all of their boards. This allows users to curate their feed according to their interests, ensuring that they only see content that resonates with them. Additionally, Pinterest's Pinboard feature makes it easy to store and categorize content for later use. Instead of bookmarking links or saving articles on different platforms, users can simply save images to the relevant Pinboard. This unique system makes it easier to find and revisit content, ultimately enhancing the user experience.

So, what can we learn from these two distinct realms of technology? Here are three actionable pieces of advice:

  • 1. Embrace personalization: Whether you're developing a restaurant recommendation app or a social media platform, consider incorporating personalization features. Users appreciate tailored recommendations and content that aligns with their interests.
  • 2. Balance human interaction and automation: While AI algorithms can provide efficient and accurate results, don't underestimate the power of human interaction. Offering users the option to engage with real people can foster trust and enhance the overall experience.
  • 3. Focus on user-friendly organization: When designing a platform, prioritize the organization and categorization of content. Users should be able to easily find and revisit the content they're interested in, improving their overall satisfaction.

In conclusion, the question of who's really powering these platforms - humans or robots - doesn't have a straightforward answer. Both approaches have their merits and contribute to the success of these technologies. The key lies in finding a balance between automation and human interaction, while also prioritizing personalization and user-friendly organization. By incorporating these elements, we can create digital experiences that truly resonate with users and enhance their everyday lives.


  1. "Who’s Really Powering Restaurant Recommendation Apps: Humans or Robots?", https://www.eater.com/2015/11/17/9748934/restaurant-recommendation-app-luka-textrex (Glasp)
  2. "4 Reasons Why Pinterest Has Become Extremely Popular", https://socialmarketingwriting.com/why-is-pinterest-unique-successful-popular/ (Glasp)

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