Influencer recommendations (YouTube)
Multiple reviewers specifically mention purchasing after watching YouTubers such as Swan recommend the product, indicating strong social proof influence on purchasing decisions.
Ingredient reputation and troublespot targeting
Consumers purchased the serum specifically for its targeted benefits against acne, pores, and skin texture issues, seeking the cicaffeine and soothing formulation.
Repurchase and stocking behavior
Several reviewers explicitly state they have repurchased multiple times and stockpile the product, demonstrating high loyalty and trust in efficacy.
Gift and personal care gifting
Reviews indicate purchases for partners, husbands, brothers, and event gifts, showing the product appeals across demographics for gifting occasions.
Value perception of set format
The 40ml + refill set is mentioned as offering reasonable pricing for a complete package, attracting budget-conscious consumers seeking better value than single bottles.