In an era of declining attendance, churches across the country are scrambling to embrace modern marketing tools: Web sites, podcasts, billboards and the like. But a backlash is forming, as critics argue that while these megachurch-inspired tactics fill the pews, they sometimes lead to a weakened Christianity and ecclesiastical bait-and-switch.

At the center of the debate is the Web site ChurchMarketingSucks.com . With...