Agent IA · Léa Hunter

Léa Hunter hunts winning products while you sleep.

Every night Monday through Friday at 05h UTC, Léa scans the 6 signal sources (Google Trends, Reddit, Wikipedia, Meta Ad Library, YouTube, AliExpress) and automatically adds breakouts to your watchlist before your Morning Brief goes out.

Ce que Léa Hunter fait

Pendant que tu dors.

  • Scans the 6 Predictive Winning v2 signals for new products scoring ≥75.
  • Automatically filters out products already on your watchlist (idempotent).
  • Selects the top 1 to 3 (priority: score, confidence, category diversity, multi-signal).
  • Auto-adds to your predictive_watchlist with the prediction source as attribution.
  • The predictive-watch cron (06h UTC) starts monitoring score changes on these new items.

Cas d'usage concrets

6 actions typiques.

Ce que Léa Hunter pourrait faire pour ton e-commerce dès aujourd'hui.

Action 01

Reddit explosion detected

A product gains 800% in mentions on r/BuyItForLife in 24h. Léa adds it to your watchlist in the middle of the night.

Action 02

Google Trends breakout

A niche emerges on Google Trends. Léa cross-checks with Meta Ad Library: 4 brands are already running ads. Verdict = high confidence.

Action 03

AliExpress + YouTube convergence

A product explodes on AliExpress in orders AND on YouTube in reviews. Léa judges this a reliable multi-source signal.

Action 04

Category diversity

If Léa has already added 2 "Fashion" products tonight, she prefers a 3rd in another niche to diversify your portfolio.

Action 05

Anti-generic filter

Rejects products that are too generic ("phone", "clothing"). Prefers specific products.

Action 06

Visible in your Morning Brief

In the morning at 07h, your Morning Brief shows the products Léa added overnight with signal context.

Sous le capot

Outils accessibles à Léa Hunter.

Liste blanche stricte — aucun outil hors de cette liste, même en cas de dérapage du modèle.

list_recent_breakouts

Lists winning_predictions breakouts scoring ≥75 (watchlist dedup).

add_breakout_to_watchlist

Adds the product to predictive_watchlist (idempotent, case-insensitive).

Active Léa Hunter pour ton e-commerce.

FichePro travaille pendant que tu dors. Léa Hunter est l'un des 10 agents de ton équipe IA.