Business idea · SaaS
Semantic Follower Search App
Semantic Follower Search App is an app that allows users to semantically search their social media followers to find potential connections or relationships based on shared interests or criteria. It was pitched on My First Million in the episode "I built a $50M AI app in high school (and just sold it for...)" (aired March 5, 2026).
At a glance
| Podcast | My First Million |
|---|---|
| Hosted by | Sam Parr and Shaan Puri |
| Episode | I built a $50M AI app in high school (and just sold it for...) |
| Aired | March 5, 2026 |
| Category | SaaS |
| Real companies on the episode | Mercury, Claim, Cali, Do Not Pay, Quitter |
The problem it solves
Users often miss out on valuable connections due to the inability to effectively navigate and search through their followers on social media platforms.
How it makes money
Subscription-based model or freemium model with premium features available for a fee.
Skills you need
Software development skills, knowledge of social media APIs, user experience design, and marketing skills to promote the app.
The market, and why this works now
Recent advancements in natural language processing, such as OpenAI's GPT-4, enable more effective semantic search capabilities, making a follower search app viable now. To generate initial revenue, marketing through relevant subreddits like r/socialmedia or r/startups can attract early users interested in optimizing their social connections. A significant risk involves the dependency on social media platforms' APIs, which can change or restrict access, impacting the app's functionality and user experience.
Our analysis, written after the episode. Not a quote from the show.
Real companies discussed on this episode
- Mercury
A fintech company that provides banking services tailored for startups and businesses.
- Claim
An app that allows users to participate in class action lawsuits, making it easy to claim small settlements.
- Cali
Cali is an AI-driven app that allows users to take pictures of their meals, automatically tracking and logging their calories without manual entry.
- Do Not Pay
An app that helps users contest parking tickets and other legal issues automatically.
- Quitter
An app designed to help users quit porn by gamifying the process and providing resources.
Where this idea came from
Podcast: My First Million, hosted by Sam Parr and Shaan Puri
Episode: I built a $50M AI app in high school (and just sold it for...)
Aired:
Summarized from the episode transcript. The show does not say which speaker raised each idea, so we credit the show, not a person.