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An iCloud restore downloads photos last, in the background, over Wi-Fi — often for days — so 'missing' photos are frequently still in transit. This guide separates still-syncing from actually-gone: checking iCloud.com/photos first (the source of truth), the settings that silently block photo return (iCloud Photos toggled off, Optimize Storage confusion, wrong Apple ID, Low Power Mode pausing sync), the Recently Deleted album's 30-day window, Shared Albums as an overlooked copy, and the recovery moves when photos truly aren't in iCloud — old device, computer backups, and a recovery scan of any media the photos ever touched.