---
title: "Product Validation - Sanjay Shankar M"
url: https://sanjayshankar.me/tag/product-validation/
site: Sanjay Shankar M
---

# Product Validation - Sanjay Shankar M

- [We Ran a Market Simulation On Our Own Product – Here’s What 19 AI Agents Predicted About visibility.so](https://sanjayshankar.me/ai-market-simulation-visibility-so-validation/) — We ran 19 AI agents through a market simulation for visibility.so. Here's what they predicted about pricing, adoption, and objections - and what we're building next. (2026-06-15)
- [MiroFish AI: How to Use It for Market Simulation (2026 Guide)](https://sanjayshankar.me/how-to-use-mirofish-ai-guide/) — MiroFish AI guide: how to use it for market simulation, prompts, setup, pricing, and interpreting agent results. Step-by-step with real templates. (2026-06-15)