AI Resources and Tools for PMs (Updated Jun 2025)

A running list of my top AI resources for PMs

I keep a running list of resources I recommend to product people that are looking to level up their AI exposure. These are all free and most of the tools have free trials.

This is intentionally a short list - being able to try all these tools or review the resources within an afternoon is the goal.

I believe anyone with internet should be able to access and use AI to build products - shoot me a note with any that you think belong on this list!

🏠 Fundamentals

Here are some resources to get started learning about Generative AI

📚 If you learn by reading:

• (product strategy) My friend

  Chip Huyen
  has a great blog post on GenAI Strategy that feels general as a starting point

🎓 If you learn from a course:

• (technical) Arize AI (disclosure: I work here) has a free course and certification on the fundamentals of the tech and how to build with Gen AI

🎥 If you learn from videos:

• (technical) Andrej Karpathy has in my opinion the best 0—>1 video on Generative AI technology I’ve seen so far. Its to the point and covers the right amount of technical to practical knowledge you would need on the technology.

• (prototyping) Greg Isenberg has inspirational hands on content to show just how easy it is to build with AI coding tools, for non technical people. Most of the apps he uses will spin up your entire development environment for you so you can focus on prompting.

💪🏽 If you learn by doing:

• (coding) Replit agent, hands down, will help you build intuition on how agents can plan, code and iterate. No setup needed, but you do need a subscription

  • extra fun: it works on mobile :)

🛠️ Tools

✍️ Writing

• Top AI Writing Copilot: Claude 3.5 Sonnet still holds the leaderboard for the best writing tool

• Spiral Computer helps you build out personas for writing specific types of content - its an easy to use interface to try out different writing styles.

• ChatPRD is a pretty great tool written and maintained by @clairevo. Candidly I need to try this out more myself, to chat on top of a PRD. OpenAI and Claude also allow you to upload artifacts and chat on top of documents or expand on writing so I primarily use those tools.

Creating a project plan is step 1 - consider going from PRD to Prompt to build a higher fidelity mockup/prototype!

🏗️ Prototyping

• (coding) Replit agent, hands down, will help you build intuition on how agents can plan, code and iterate. No setup needed, but you do need a subscription

• (brainstorm) excalidraw is my preferred whiteboarding tool - its simple, easy to collaborate with and has an AI “text to diagram” model

• (design) Figma has a great “starter” mode with AI, to create initial designs and mock ups

• (storyboarding) Dall-E and Midjourney lack character consistency

• (ideation) ChatGPT plus now has advanced audio (near realtime) and image (multi modal) making it an incredible API and consumer app for labeling or conversation. Great for ideation.

📈 Analysis

• Once you launch, you’ll get back data:

  • You can pass transcripts into a long context LLM like Gemini to ask questions

  • You can also pass CSVs of data to chat on top of your data to Claude

• We use our own Arize copilot to analyze user queries and continuously improve on our own apps

If you want to see your product here, or want more info on any of the above, email me at amanaiproduct@gmail.com!