Consumers struggle to find optimal timing for holiday shopping to maximize savings and avoid stockouts

Holiday shoppers face decision paralysis about when to start purchasing gifts, torn between wanting the best deals and risking product unavailability. Current solutions like price tracking tools and shopping guides are fragmented and don't account for individual shopping patterns, budget constraints, and specific product availability. This uncertainty leads to either overspending by shopping too early or missing out on items by waiting too long.