Company case study
Tickertags
Tickertags is a platform that monitors social media and online conversations to provide insights into consumer behavior and sentiment related to publicly traded companies. It came up on My First Million, hosted by Sam Parr and Shaan Puri, in the episode "How to get rich with stocks (without math, charts or models)" (aired December 22, 2025).
At a glance
| Podcast | My First Million |
|---|---|
| Hosted by | Sam Parr and Shaan Puri |
| Episode | How to get rich with stocks (without math, charts or models) |
| Aired | December 22, 2025 |
| Category | Media |
Figures and claims are as told on the episode, summarized from the transcript. Check the date: they describe the company at the time it aired.
What the episode said
How to get rich with stocks (without math, charts or models) · aired December 22, 2025 · hosted by Sam Parr and Shaan Puri
Why it works
The platform helps hedge funds and analysts gain insights from conversational data, allowing them to make informed investment decisions ahead of traditional data sources.
Founding story
Created in the mid-2000s by the speaker and a business partner to institutionalize the methodology of observational investing using real-time data from Twitter.
The playbook
Monitoring and analyzing vast amounts of social media data to identify trends and anomalies that could impact stock prices.
Also mentioned
Tickertags was sold to Jeffries Bank, highlighting its value in the financial data market.
Why this works now (our analysis)
Hedge fund analysts seeking rapid insights into consumer sentiment around publicly traded companies benefit from Tickertags' real-time conversation monitoring. The platform's integration with Twitter's API allows users to access timely data on public perceptions, which can influence investment strategies. In its early stages, the founders utilized targeted outreach on financial forums like r/investing to attract initial users. A significant constraint for Tickertags is the reliance on third-party APIs, creating potential vulnerabilities in data access that could affect service continuity.