Labeled AI Comment Replies Lift Creator Engagement Up to 43%
A study of 22,000 interactions across 448 posts found that clearly labeled AI bots replying to comments boosted later engagement—comments rose 41% and reposts 43% when replies were timely, relevant, and matched the creator’s voice. The effect is strongest in active communities and fades for creators who already reply often or use paywalled content.