How to Find AI Tool Ideas Before You Build

Good AI tool ideas start with a task someone is already trying to complete. Before writing code, validate the audience, search expression, SERP shape, and tool fit.

The short version

• Start from a platform or workflow with existing users.
• Find repeated complaints or search terms.
• Separate tool intent from tutorial or comparison intent.
• Use Semrush/Ahrefs metrics as evidence, not as the whole decision.
• Ship one tool page and two support pages before expanding.