Paymaya na Shopee: Testando a Aceitação
A questão central que buscamos responder é: expandir a visibilidade da opção Paymaya na página de checkout da Shopee resultará em um aumento mensurável no número de transações utilizando este abordagem de pagamento? Para investigar isso, formulamos a seguinte hipótese: destacar Paymaya como uma opção de pagamento preferencial expandirá sua taxa de adoção em pelo menos 15%.
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As métricas de sucesso serão definidas pelo aumento percentual no número de transações concluídas via Paymaya, bem como pela taxa de conversão geral do checkout. O grupo de controle visualizará a página de checkout padrão da Shopee, enquanto o grupo experimental observará uma versão com Paymaya proeminentemente exibida e promovida. A duração do experimento será de duas semanas, um período que consideramos adequado para coletar informações estatisticamente significativos, considerando o volume diário de transações na plataforma. Para a implementação, necessitamos de acesso ao sistema de gerenciamento de conteúdo da Shopee e a capacidade de realizar testes A/B na página de checkout, além de ferramentas de análise de informações para monitorar o desempenho.
Entendendo a Implementação do experimento A/B
Imagine que a página de checkout da Shopee é um rio, e os usuários são a água que flui por ele. Queremos observar se, ao transformar um limitado o curso desse rio (a página de checkout), mais água (usuários) escolherá um determinado caminho (Paymaya). A ideia é simples: vamos mostrar duas versões da página para pessoas diferentes e observar qual delas faz mais gente empregar Paymaya.
Numa versão, a página fica igualzinha ao que já é hoje. Na outra, Paymaya ganha um destaque maior, como um selo de ‘recomendado’ ou um banner chamativo. Acompanhamos tudo de perto para observar qual versão leva a mais pagamentos com Paymaya. É crucial entender que não estamos mudando nada escondido, só a forma como as opções aparecem para o usuário. Se o pessoal começar a empregar mais Paymaya com a nova página, saberemos que valeu a pena o destaque!
Resultados Esperados e Recursos Necessários
Este experimento visa quantificar o impacto da visibilidade de Paymaya no trajetória de compra. Esperamos observar um aumento no número de transações via Paymaya no grupo experimental. Por exemplo, se o grupo de controle registrar 1000 transações Paymaya em uma semana, almejamos que o grupo experimental registre pelo menos 1150 transações no mesmo período. Adicionalmente, monitoraremos a taxa de rejeição no checkout para garantir que a mudança não cause uma experiência negativa para o usuário.
Para a execução bem-sucedida deste experimento, necessitamos de uma equipe de desenvolvimento com experiência em testes A/B, acesso às ferramentas de análise de informações da Shopee (Google Analytics, Firebase, etc.) e a aprovação das equipes de marketing e produto. A duração do experimento foi definida em duas semanas para garantir que tenhamos informações suficientes para tomar uma decisão informada. A análise final dos informações determinará se a implementação da mudança é viável a longo prazo.
