Business idea · Agency
Conversational Data Analysis Service
Conversational Data Analysis Service is a service that analyzes conversational data from platforms like TikTok and Twitter to identify emerging trends and consumer interests, providing actionable insights for investors. It was pitched on My First Million 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 | Agency |
| Real companies on the episode | Elf Cosmetics, Tickertags, Palantir, Beacon Roofing, QSRS, Mercury |
The problem it solves
This service addresses the challenge of discovering relevant market signals that are often overlooked by traditional analysts focused on quantitative data.
How it makes money
Revenue could be generated through consulting fees or subscription models for ongoing access to trend reports and analysis.
Skills you need
Skills in natural language processing, sentiment analysis, and market research are necessary, along with strong analytical abilities to interpret social media data.
The market, and why this works now
Natural language processing tools like Google's BERT enable nuanced analysis of social media conversations, making it feasible to track emerging trends. A viable first-revenue move is to join and engage with the Marketing Technology subreddit, where potential clients seek insights on consumer behavior and market analysis. A significant risk involves reliance on social media platforms for data, which may lead to issues with data access and compliance as policies change.
Our analysis, written after the episode. Not a quote from the show.
Real companies discussed on this episode
- Elf Cosmetics
A cosmetics brand known for offering affordable beauty products, including makeup that gained popularity through social media endorsements.
- Tickertags
A platform that monitors social media and online conversations to provide insights into consumer behavior and sentiment related to publicly traded companies.
- Palantir
Palantir is a data analytics company that specializes in big data analytics and software for organizations to manage and analyze large quantities of data.
- Beacon Roofing
One of the largest roofing companies in North America, focused on providing roofing and related products.
- QSRS
QSRS is a company that owns several popular quick-service restaurant brands, including Burger King, Popeyes, and Tim Hortons.
- Mercury
Mercury is a financial technology company designed for startups, offering banking services that are modern and efficient.
Where this idea came from
Podcast: My First Million, hosted by Sam Parr and Shaan Puri
Episode: How to get rich with stocks (without math, charts or models)
Aired:
Summarized from the episode transcript. The show does not say which speaker raised each idea, so we credit the show, not a person.