Business idea · SaaS
Agent Analytics
Agent Analytics is a specialized analytics platform that tracks the interactions and behaviors of AI agents on various platforms, providing insights into their performance and optimizing their decision-making processes. It was pitched on Startup Ideas Podcast, hosted by Greg Isenberg, in the episode "The Next $100B Market: Selling To AI Agents" (aired June 2, 2026).
At a glance
| Podcast | Startup Ideas Podcast |
|---|---|
| Hosted by | Greg Isenberg |
| Episode | The Next $100B Market: Selling To AI Agents |
| Aired | June 2, 2026 |
| Category | SaaS |
| Real companies on the episode | Stripe, Agent Mail |
The problem it solves
Current analytics tools are designed for human users and do not effectively measure agent performance, leaving a gap in understanding agent behavior and effectiveness.
How it makes money
Pay-per-use or subscription model for accessing detailed analytics reports and insights.
Skills you need
Expertise in data analytics, machine learning, and software development is vital to create a platform that meets the specific needs of AI agents.
The market, and why this works now
Customer support teams in SaaS companies with 50+ agents need precise metrics to optimize AI agent performance. The platform can leverage OpenAI's API to analyze agent interactions in real time, providing actionable insights. Initial revenue can come from targeted ads on r/SaaS, where users seek tools to improve their AI implementations. A significant constraint in the first year will be the capital required to develop and maintain the platform, particularly for scaling data storage and processing capabilities to handle large volumes of interaction data.
Our analysis, written after the episode. Not a quote from the show.
Real companies discussed on this episode
- Stripe
Stripe is a financial services and software company that allows businesses to accept payments over the internet.
- Agent Mail
Agent Mail is an email inbox API specifically designed for AI agents, providing them with their own email inboxes similar to how Gmail works for humans.
Where this idea came from
Podcast: Startup Ideas Podcast, hosted by Greg Isenberg
Episode: The Next $100B Market: Selling To AI Agents
Aired:
Summarized from the episode transcript. The show does not say which speaker raised each idea, so we credit the show, not a person.