How Real Problem AI sources and scores problems

Every entry is sourced from a public discussion, review, report, podcast or talk, then scored on four axes: problem severity (30%), AI feasibility (25%), market signal (25%) and competition gap (20%). The weighted average must clear 7.0 to stay live. Exactly 100 entries are live at any time; anything that drops below the bar is archived, never deleted. Last updated 5 October 2026.

Catalog last updated: . Every entry is reviewed and scored against a before it goes live. Exactly 100 problems are live; entries below the 7.0 opportunity-score bar are archived.

Where these problems come from

50 of the 100 live entries carry a direct link to the primary source they were drawn from, across 21 publications and communities including reddit.com, news.ycombinator.com, cloud.google.com, github.com, community.shopify.com, youtube.com. The rest record the community or discussion the signal came from in the source label, without a single canonical link.