AI Is Not Your GTM Strategy ft. Kumar Sahil

AI Is Not Your GTM Strategy ft. Kumar Sahil

From Outbound Wizards by SalesRobot by Saurav Gupta

April 24, 2026 · 16 min · Episode 133

About this episode

The episode discusses the importance of understanding market signals in GTM strategies for AI SaaS companies with guest Kumar Sahil.

In today's episode, I chat with Kumar Sahil, founder at Dwary Intech, about specializing in GTM for AI SaaS companies and product-based startups—a niche he jumped into early when the AI boom hit and realized that while everyone was talking about using AI, very few people understood how to use it to actually earn money and understand the market. We explore his most interesting campaign: a high-end skincare brand with millions of YouTube subscribers but low sales, where the core problem wasn't the product or the platform—it was targeting the wrong geography entirely, spending money reaching cities where the price point would never convert. Sahil diagnosed their ICP (18-25 year olds in high-income urban areas), caught signals from YouTube comments, X, and Reddit, enriched and centralized using Clay, then ran a three-channel outreach strategy—WhatsApp marketing first (because high-net-worth buyers don't check cold email), LinkedIn ads second, and email third—resulting in a 45% increase in sales. His philosophy throughout: GTM is not Clay, Clay is just the enrichment and CRM layer—the real work is understanding the market and catching signals before you ever touch a tool. His…

People in this episode

Host: Saurav Gupta

Guest: Kumar Sahil

Topics covered

  • GTM strategy
  • AI SaaS
  • marketing campaigns
  • sales increase
  • target audience
  • data interpretation

Keywords

  • GTM
  • AI
  • SaaS
  • marketing
  • sales strategy
  • target audience
  • YouTube
  • WhatsApp marketing
  • LinkedIn ads

Mentioned in this episode

Organizations: Dwary Intech

Products: AI

Places: high-income urban areas, YouTube, WhatsApp, LinkedIn, Reddit

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