Thousands of AI products launch every year. This checklist keeps decisions grounded.
1. Name the job to be done
Writing a blog, generating product photos, summarising meetings, or shipping UI โ different jobs need different tools. Start from the outcome, not the brand.
2. Check data and privacy
Read whether prompts train the model, where data is stored, and if a business tier offers admin controls. For sensitive work, prefer enterprise plans or local models.
3. Test quality on your real tasks
Run the same three prompts across shortlisted tools. Score accuracy, speed, and edit effort. Marketing demos rarely match your domain.
4. Price vs usage
Free tiers are for exploration. Pay when the tool saves more time than it costs. Watch seat minimums and credit systems.
5. Prefer tools we review
Browse our AI Tools directory and categories for hands-on ratings, then read the related guides.