Yes, bots can have a significant impact on Google Analytics data. They can artificially inflate website traffic numbers, leading to inaccurate metrics like bounce rate and session duration. Bots can also skew data on user behavior, making it difficult to accurately analyze website performance. To mitigate the impact of bots on your Google Analytics data, consider implementing filters to exclude known bot traffic and regularly monitor your data for any unusual spikes or patterns.