Admin • Lifetime Pro

Demo mode — data resets on server restart. Connect Supabase for persistent storage.

This app runs on rule-based fallbacks right now — turn on AI (free, no card needed) to unlock its full capacity, plus Gmail/Calendar sync, market data, and email.Set it up

Strategy

Patterns detected in your own application data, with outcome-based recommendations.

Cross-application pattern detection — gated by minimum sample size, so it says "not enough data" instead of inventing a trend.

Detected patterns

The detected patterns below are always real, never AI — this note is just that the narrative summarizing them is a plain list rather than a written explanation, since AI isn't turned on yet.

Recomputed live from 5 applications.

Not enough history yet — patterns need at least 3 applications in each group being compared (e.g. two weeks, two sources, or a weekday) and at least a 15-point difference before they're reported. Keep tracking applications and check back.

Outcome-based recommendations

Suggestions derived from your actual application outcomes — not generic career advice.

Keep tracking at least five applications with outcomes. Recommendations appear only when the evidence is strong enough to act on.

What if you applied more?

A straight-line projection from your own historical rate — not a prediction, a scenario that assumes it holds.