About Starbelo and our methodology

Starbelo is a free directory of real AI use cases from creators starting from zero.

Each entry is something a creator posted publicly, summarised in our own words with a link to the original post. Numbers are the poster's own and not independently verified. Entries marked Starbelo playbook are built from official platform rules instead of one person's story.

How we find use cases

We search public posts on X and other platforms, plus news coverage, for things beginner creators actually did with AI tools. We keep only posts where the person describes their own work or a named, linkable example.

How we check and write them

• Every real case links to its original source and credits the handle as written.
• We summarise in our own words and quote at most a short phrase.
• Income and view numbers are the poster's own, marked "claimed" when large or unverifiable. We never invent numbers.
• "How it's likely made" blocks mark each tool as Confirmed (stated by the creator or a published source) or Likely guess.
• Platform rules come from official help pages, or reputable reporting when the official page can't be loaded, and are dated.

Playbooks

Entries labeled Starbelo playbook are built from official program rules, not one person's story.

Sponsors and affiliates

Sponsored spots are always labeled and never change rankings or write-ups. Tool rankings are an editorial count of use cases. See our editorial policy and disclosure.

Corrections

Spotted something outdated? Email hello@starbelo.com and we will fix it and update the date.