O Essencial: experimento A/B para Cupons de Primeira Compra
executar testes A/B para otimizar a distribuição de cupons de primeira compra na Shopee em 2025 exige uma abordagem metódica. Essencialmente, a experimentação controlada permite verificar qual estratégia de cupom gera a maior taxa de conversão de novos usuários. Formulamos a hipótese de que oferecer um desconto percentual (por exemplo, 20% de desconto, limitado a R$20) terá um desempenho superior a um valor fixo (por exemplo, R$15 de desconto) em termos de aquisição de clientes.
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Seleção das Ofertas Magazine Luiza
Ofertas com até 50% de desconto
Todas as categorias em promoção e com frete grátis!
➚ Ver Ofertas
Definimos como métrica de sucesso a taxa de conversão de novos usuários em compradores, juntamente com o valor médio do primeiro pedido. Para o grupo de controle, aplicaremos a oferta padrão de R$15 de desconto. Simultaneamente, o grupo experimental receberá o desconto de 20%. A duração do experimento será de duas semanas, um período suficiente para coletar informações estatisticamente significativos, considerando o volume de tráfego da plataforma. Os recursos necessários envolvem a configuração da plataforma de testes A/B da Shopee, a criação das variações de cupom e o monitoramento constante dos resultados.
A Narrativa dos Testes: Desvendando o Cupom Ideal
Imagine a Shopee como um vasto oceano de oportunidades, onde cada novo usuário é um navegador inexperiente. Nosso propósito é guiá-los com a melhor oferta de boas-vindas possível, um farol que os atraia para o mundo das compras online. A jornada revela que nem todos os faróis brilham da mesma forma. A oferta de um desconto fixo pode parecer atraente à primeira vista, mas será que ela realmente captura a atenção dos marinheiros mais hesitantes? Ou será que um desconto percentual, com seu potencial de valorização, exerce um fascínio maior?
Para responder a essas perguntas, embarcamos em uma aventura experimental. Criamos dois caminhos distintos para nossos novos usuários, cada um com uma promessa diferente. Um grupo recebeu a tradicional oferta de desconto fixo, enquanto o outro foi presenteado com a possibilidade de um desconto percentual. Observamos atentamente suas reações, analisando quantos decidiram seguir em frente e realizar sua primeira compra. Essa narrativa da experimentação, do experimento e da observação, é a chave para desvendar o cupom ideal.
Exemplos Práticos: O experimento A/B em Ação no Cupom
a validação confirma, Partindo para a prática, consideremos alguns exemplos para ilustrar o funcionamento do experimento A/B. Inicialmente, a hipótese central a ser testada é se um cupom de frete grátis para compras acima de R$50 supera um cupom de 10% de desconto sem valor mínimo. A métrica chave de sucesso é o aumento do valor médio dos pedidos (Average Order Value – AOV) e a taxa de conversão de novos usuários.
No grupo de controle, os novos usuários recebem o cupom de 10%. Já o grupo experimental recebe o cupom de frete grátis. O experimento durará 10 dias. Este prazo foi determinado com base em informações históricos de tráfego e vendas da Shopee para garantir resultados representativos. Os recursos incluem a equipe de marketing, designers para construir banners promocionais e analistas para monitorar os informações em tempo real. Após o período, analisaremos qual grupo gerou maior AOV e conversão. Se o grupo com frete grátis performar melhor, essa será a estratégia adotada para os cupons de primeira compra.
