Hipótese e Métricas: Testando o Cadastro Ideal
Inicialmente, para otimizar o trajetória de cadastro de entregadores na Shopee, propomos um experimento A/B focado na simplificação do formulário inicial. A formulação da hipótese central a ser testada é: um formulário de cadastro inicial mais curto e direto expandirá a taxa de inferência do cadastro em pelo menos 15%. Para validar essa hipótese, definimos métricas de sucesso claras: taxa de inferência do cadastro (número de cadastros completos divididos pelo número de cadastros iniciados), tempo médio gasto no formulário e taxa de rejeição (abandono do formulário).
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O grupo de controle será apresentado ao formulário de cadastro atual, com todos os campos obrigatórios. Em contraste, o grupo experimental receberá um formulário simplificado, solicitando apenas informações essenciais como nome, CPF e informações bancários. A duração do experimento será de duas semanas, um prazo justificado pela necessidade de coletar um volume de informações estatisticamente significativo. Os recursos necessários para a implementação do experimento incluem a equipe de desenvolvimento para modificar o formulário e ferramentas de análise de informações para monitorar as métricas.
Grupos de experimento: Controle vs. Experimental Detalhado
Avançando, é crucial detalhar a composição dos grupos de controle e experimental. O grupo de controle, como mencionado, manterá o formulário de cadastro padrão da Shopee. Este formulário contém múltiplos campos, incluindo informações de contato detalhadas, experiência prévia como entregador e detalhes sobre o veículo utilizado. O propósito é estabelecer uma base de comparação para verificar o impacto das mudanças introduzidas no grupo experimental.
Por outro lado, o grupo experimental será submetido a um formulário radicalmente simplificado. Este formulário reduzirá o número de campos obrigatórios, focando apenas em informações essenciais para a identificação do entregador e o processamento de pagamentos. Além disso, implementaremos uma barra de progresso visual para indicar o quão perto o usuário está de completar o cadastro. A ideia central é que essa simplificação reduza a fricção e aumente a probabilidade de inferência do cadastro. A análise comparativa entre os dois grupos nos permitirá identificar se a simplificação realmente impacta positivamente a taxa de conversão.
Resultados e Próximos Passos: Simplificando Seu Cadastro
Imagine que, após duas semanas de experimento, os resultados mostram um aumento de 20% na taxa de inferência do cadastro no grupo experimental! Isso significa que o formulário simplificado foi um sucesso. Vamos a exemplos práticos: se antes 100 pessoas iniciavam o cadastro e apenas 50 concluíam, agora 60 concluem. Um ganho considerável!
Além disso, o tempo médio gasto no formulário diminuiu drasticamente, de 5 minutos para apenas 2. Isso indica que os entregadores em potencial estão menos propensos a abandonar o trajetória por ser demorado ou complicado. Vale destacar que, mesmo com o formulário simplificado, coletamos todas as informações necessárias para garantir a segurança e a eficiência das entregas. Os próximos passos? executar o formulário simplificado para todos os novos entregadores e monitorar continuamente as métricas para garantir que os resultados positivos se mantenham a longo prazo. Assim, facilitamos o seu cadastro e aumentamos o número de entregadores na plataforma.
