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

# Product - Sanjay Shankar M

Master Product ideation and development. From GTM strategy to lifecycle management, learn to build high-value solutions that balance users and tech.

- [How to Automate Technical SEO Audits with AI Agents](https://sanjayshankar.me/ai-agent-technical-seo-audits/) — Learn how to automate technical SEO audits using AI agents to eliminate manual spreadsheets, auto-create developer tasks, and cut audit times. (2026-06-23)
- [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)
- [How SocratiCode Slashed Our LLM Token Costs by 78% While Building a Complex Flight Data Platform](https://sanjayshankar.me/socraticode-llm-token-savings-case-study/) — Real case study: how SocratiCode cut LLM token costs by 78% in a NestJS + Next.js monorepo, saving 79% tokens and 22.5 dev hours with smarter codebase context. (2026-06-04)
- [How I Built My Own Private AI Agent “Amit” Using AWS, Coolify & OpenClaw](https://sanjayshankar.me/self-hosted-ai-agent-on-aws/) — Build a self-hosted AI agent on AWS with OpenClaw, Coolify, and Discord. Full control, privacy, and real-world use cases for your own private assistant. (2026-02-12)