personal-shopper

To find the best product recommendations, provide your budget and item category. The system researches options, compares features and prices, and returns tiered suggestions including budget, best overall, and upgrade choices with direct purchase links.

Generating personalized gift ideas requires recipient details and the occasion. The framework offers four modes—upgraded everyday, experience, consumable luxury, and interest-deep-cut—to provide tailored, thoughtful suggestions rather than generic items.

Validating product deals involves checking price history and using manual heuristics. The system verifies advertised prices against historical data to determine if the current consumer goods offer is a genuine discount or price-gouging.

Yes, the price comparison process works across consumer goods categories. It compares options and validates prices using historical data and heuristics, ensuring you receive accurate product research regardless of the specific item type.

For accurate product research, you need to provide the item category, your budget constraints, and any specific feature preferences. This allows the system to effectively compare options and generate tiered recommendations.