v0, Lovable and Bolt are great for prototypes—but define these six things yourself

AI app builders are fast, but data structure, permissions, payments, SEO, logs and deployment boundaries need human decisions.

AI app builders can turn an idea into a prototype quickly. The risk is that speed hides decisions that matter in production.

Define data structure

Write the relationships between categories, tools, articles, users and submissions. Specify required and optional fields.

Define permissions

Decide who can log in, publish, delete and review. Permissions are expensive to add later.

Plan monetization fields

If you will sell placements, reserve sponsored, published_at, expires_at, sort_order and nofollow fields.

Include SEO early

Titles, descriptions, canonical URLs, sitemap, hreflang and structured data should be part of the first spec.

Log what matters

Track outbound clicks, submissions, search terms and 404s so you know what creates value.

Check deployment fit

Generated code may run locally but still be wrong for your server, database, scheduler or file permissions.

Independently prepared by AI Islands using official product pages and public sources. Features and pricing may change; check official sites for current information.