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.