Scribe started by building workflow automation, viewing documentation as a simple byproduct. Customers, however, found the automation only incrementally valuable but saw the documentation as a game-changing solution. Listening to this strong user pull led to the company's successful pivot.
Related Insights
Cues' initial product was a specialized AI design agent. However, they observed that users were more frequently uploading files to use it as a knowledge base. Recognizing this emergent behavior, they pivoted to a more horizontal product, which was key to their rapid growth and product-market fit.
During a transformation from services to product, identify and commercialize the reusable tools that services teams have already built to support clients. Instead of starting from scratch, productizing these existing "mini-products" aligns them with the broader product strategy, saves development time, and leverages proven solutions.
Don't just collect feedback from all users equally. Identify and listen closely to the few "visionary users" who intuitively grasp what's next. Their detailed feedback can serve as a powerful validation and even a blueprint for your long-term product strategy.
Instead of inventing new features, Prepared identified its most lucrative expansion opportunity by seeing users' painful workarounds. They noticed 911 dispatchers manually copy-pasting foreign language texts into Google Translate—a clear signal of a high-value problem they could solve directly.
While interviews yielded feature ideas, observing inspectors in the field ("ride-alongs") revealed the true bottleneck: hours spent writing reports at home. This insight allowed Spectora to ignore superficial requests and focus on the core workflow efficiency problem, which became their key marketing pillar.
Avoid the trap of building features for a single customer, which grinds products to a halt. When a high-stakes customer makes a specific request, the goal is to reframe and build it in a way that benefits the entire customer base, turning a one-off demand into a strategic win-win.
Initially building a tool for ML teams, they discovered the true pain point was creating AI-powered workflows for business users. This insight came from observing how first customers struggled with the infrastructure *around* their tool, not the tool itself.
Your audience will dictate your product roadmap if you listen. Porterfield's evolution was a direct response to customer feedback. They finished her webinar course and asked what to sell. They finished her product course and asked how to market it. The path to her flagship product was paved with their questions.
To create transformational enterprise solutions, focus on the core problems of the key buyers, not just the feature requests of technical users. For healthcare payers, this meant solving strategic issues like care management and risk management, which led to stickier, higher-value products than simply delivering another tool.