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Angie’s List has a team of experts who study each submission and check for “red flags,” she said, such as identical reviews sent multiple times in an effort to weight the system one way or another.

“There have been occasions when people honestly, mistakenly have done something to violate the agreement,” Ms. Reed said. “There have been other occasions when it’s not accidental.”