AI Tools Usage & Sentiment Survey Template

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An AI tools usage and sentiment survey gives SaaS teams, consultants, and marketers a structured way to capture which AI products their audience is actually using, how much they trust AI-generated outputs, and what they would pay for embedded AI features. Use it before a product roadmap cycle, a feature pricing decision, or a go-to-market pivot toward AI positioning. Unlike a general tech sentiment survey, this template focuses specifically on the adoption curve and trust dynamics that determine whether AI features drive retention or resistance.

Use Cases

  • Your product team is evaluating whether to build, buy, or partner on an AI feature set ahead of the next roadmap cycle and needs first-party data on which tools your users already rely on before the build-vs-integrate decision is made.
  • A competitor has launched an AI-powered tier at a premium price point, and you need to understand how your existing users perceive AI value and what they would actually pay before responding with your own pricing move.
  • You're developing thought leadership content or a market report on AI adoption in your sector and need primary research data to anchor the narrative rather than citing third-party statistics alone.

Ideal For

  • SaaS product managers responsible for feature roadmaps who need to validate AI investment priorities against real user behavior and adoption readiness.
  • Marketing strategists and consultants tasked with positioning AI-adjacent products or producing original market research on technology adoption trends.
  • Founders and revenue leaders evaluating AI feature monetization who need sentiment and willingness-to-pay data before committing to a pricing or packaging structure.

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