Unleashing a Brutally Honest AI Product Strategy Critic

In the dynamic world of product development, rigorous critique is not just beneficial—it’s essential for survival and success. Recognizing this, Sachin Rekhi, a seasoned product leader, has developed an innovative tool to provide that sharp, honest feedback: a custom GPT named ‘Product Strategy Critique’. This AI, trained on Rekhi’s extensive knowledge of product strategy writing, frameworks, and best practices, offers a no-holds-barred assessment of product strategies.

During an upcoming class on product strategy, Rekhi plans to demonstrate this powerful AI. The ‘Product Strategy Critique’ GPT is designed to be intentionally harsh, pushing users to confront the weaknesses in their strategic thinking. This approach, while potentially uncomfortable, is crucial for identifying blind spots and refining plans before they face the harsh realities of the market.

The AI’s Unvarnished Feedback

To illustrate the GPT’s capabilities, Rekhi shared snippets of its critique on a sample product strategy. The feedback was direct and pointed, highlighting critical flaws:

Focus and Segmentation Issues

One of the primary criticisms focused on the lack of strategic focus. The AI identified the strategy’s attempt to cater to three distinct segments—dual-income professionals, FIRE enthusiasts, and financial advisors—as a significant violation of the core principle of focus. The critique stated:

“You’ve defined THREE distinct segments (dual-income professionals, FIRE enthusiasts, and financial advisors) as if they’re all equally viable starting points. This violates the core principle of focus. The strategy reads like you can’t decide who to serve, so you’re hedging your bets across multiple audiences.”

This highlights a common pitfall where businesses try to be everything to everyone, ultimately failing to resonate deeply with any single group.

Addressing Market Complexity

The AI also tackled the issue of product complexity in relation to market trends. While a distinctive approach can be a strength, it must be justified. The critique pointed out:

“Competitors are simplifying (Monarch Money, Copilot); you’re adding complexity. That might be your distinctive approach, but you haven’t made the case for why complexity wins.”

This serves as a stark reminder that any deviation from established market trends, especially an increase in complexity, requires a compelling rationale rooted in customer value or a unique market advantage.

The Gap Between Theory and Practice

A final, overarching critique addressed the perceived disconnect between the written strategy and real-world application. The AI perceived the strategy as overly academic and lacking the practical insights of someone deeply familiar with the problem space:

“This strategy reads like an MBA case study answer, not a battle-tested plan from someone who deeply understands the problem space. It’s well-structured but lacks the proprietary insights, focus, and coherence needed to succeed in a crowded, difficult market.”

This feedback underscores the importance of grounding product strategy in genuine market understanding and proprietary insights, rather than relying solely on theoretical frameworks.

A Necessary Partner for Product Leaders

Sachin Rekhi’s ‘Product Strategy Critique’ GPT exemplifies the power of AI to serve as an invaluable, albeit brutal, strategic partner. By providing direct, actionable feedback, this tool can help product leaders identify weaknesses, sharpen their focus, and develop more robust and market-ready strategies. As Rekhi puts it, this is the kind of honest feedback needed to truly succeed in today’s competitive landscape.

This article is based on insights shared by Sachin Rekhi on LinkedIn.