Workflow

A verdict you can understand before checkout.

Paste a product link or describe the item. The app combines AI analysis with price, review, seller, return-policy, and alternative signals.

1. Ask

Paste a product URL, model name, or buying question. The server validates the input before it reaches the AI provider.

2. Analyze

The analysis runs server-side, uses structured output validation, and keeps provider credentials out of the browser bundle.

3. Decide

You get a buy, wait, or avoid verdict, confidence, review-risk warnings, alternatives, watchlist actions, and affiliate-ready links.

What the verdict considers

  • Price timing and value signal
  • Review quality and suspicious clustering risk
  • Seller, warranty, and return-policy clarity
  • Product quality and long-term reliability
  • Alternative products that may reduce downside

What happens to saved items

Saved verdicts use account-scoped ownership when Supabase Auth is configured and the user signs in.

Until then, saved items use an anonymous HTTP-only visitor cookie so the product still works without requiring registration on first use.