Research on the geography of metropolitan opportunities has focused on a set of opportunities in different urban areas over time to justify policy interventions. The Beijing government implemented large-scale policy interventions to achieve structural industrial changes in order to stop the downward spiral of poverty and segregation in “urban villages.” Beijing has accelerated the redevelopment of urban villages and helped tens of thousands of low-wage migrant workers in garment villages move to surrounding secondary cities or small towns in Hebei Province with better opportunities. However, low-wage migrant workers did not respond linearly to the intervention. This study analyzes the reasons underlying the response of low-wage migrant workers to these policy interventions. First, the antipoverty policy is a geographic exercise, moving low-end industries from a global center to peripheral locations. This study considers why this mobility strategy for improving opportunity has become the arena for opportunistic behavior and conceptualizes the logic of opportunism and the self-worth of low-wage migrant workers in a metropolitan area. Second, the Beijing government is attempting to disperse the low-end informal industries into formal industrial bases in Hebei. Dispersal campaigns inevitably involve circuitous mobility and the outcome of dispersal is inherently unstable. One of the crucial questions in dispersal strategies is scale. Would an upscaled Beijing-Tianjin-Hebei (BTH) City Region or a downscaled “neighborhood effect” better implement the antipoverty strategy? This dispersal strategy can break up the concentration of migrants, but their perceived opportunities remain in Beijing. One of the obstacles to the full implementation of the dispersal strategy is grassroots opposition. This study uses a three-year survey conducted prior to the COVID−19 lockdown to analyze how displaced migrant workers perceive these opportunities in their processual and networked decision-making. Garment villages are important “anchor places” where migrants can mobilize their social capital and facilitate upward mobility outside a dominant institution in Beijing. This study reveals how garment workers replicated informal habitats in more remote locations in Beijing as the old habitats disappeared.