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Product Growth

Practical AI Agents for PMs: Tool Guide

Here's my brutally honest take on the top AI agents PMs should be building and using - and the top tool for each

Aakash Gupta
Nov 12, 2025
∙ Paid

I’ve been testing out all the AI tools for you, because you don’t have the time. One of the most important tool categories I’ve discovered is AI agent tools.

I started with looking at the whole AI agent market. What are the top AI agent tools out there?

Here’s what my research showed (with the biggest companies in each category in the top left):


The Rest of the Deep Dive

From there, I wanted to create the most practical guide on AI agents for PMs specifically. So, I mapped out:

  1. Top Use Cases for PMs

  2. Top Tools for Each Use Case

    This includes a detailed commentary on each of the top 20 use cases

  3. Key Mistakes I Learned From in Testing

  4. How to Make the Case to IT + Leadership for Access

That’s today’s deep dive.


1. Top Practical Use Cases for PMs

Having tested these tools a lot, interviewed the CEOs of Relay and Lindy, the CTO at Zapier, and the VP of PM at Airtable, here’s my take on the top, practical PM use cases for agents.

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© 2025 Aakash Gupta
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