Known limitations

The seven AI-generated deliverables and four Master Prompts are produced by a real, live pipeline against real market data, but their quality has only been assessed by the same process that built them — no independent, blinded review exists yet. Treat the output as a strong starting point, not a substitute for your own judgment.

A generation typically completes in about 3 minutes, and can take up to roughly 4 minutes during heavier load. This reflects seven real, sequential AI calls against real market data — not a placeholder wait.

Every ranked opportunity shows a real confidence label — Low, Moderate, High, or Very High — based on how much real snapshot history, publisher information, and market data actually exists for it. Apple's public data does not include download or revenue estimates, so no listing can currently reach the highest confidence tiers through this data source alone; a confidence label is a statement about data completeness, not a hidden judgment about the opportunity itself.

The complete password-reset flow — request, token, confirmation, and sign-in with a new password — works correctly today. Automatic email delivery of the reset link is built and tested, but not yet connected to a live email-sending account.

AppRadar AI reports unexpected errors to a real error-tracking system when one is configured. That connection has been built and tested in isolation, but has not yet been verified against a live account receiving real events.