<ul><li>AI can help accelerate product development by validating assumptions early and often, beyond just design and development.</li><li>Building AI personas in tools like ChatGPT can provide virtual representations of target users, aiding in copy ideation, testing, and validation.</li><li>AI can assist in prioritization, exploration, validation, desk research, survey results interpretation, trend analysis, sentiment analysis, and rapid prototyping.</li><li>Using AI for CAC and LTV estimations can assess economic viability, while AI proofs of concept can help test challenging initiatives.</li><li>Heuristic evaluation and accessibility testing using AI can provide valuable insights into usability and compliance with standards.</li><li>AI can also score features, estimate development effort, generate new concepts, and benchmark competitors, enhancing decision-making.</li><li>While AI is a powerful tool, it may provide imperfect results, requiring human judgment for strategic decisions, but can significantly improve idea validation processes.</li></ul>

10+ ways AI helps me validate ideas without interviews or surveys

Discover more