What is a disadvantage of chatbots regarding analytics?

• A. Chat bots can alter analytics artificially.
• B. They never collect data.
• C. They always provide perfect insights.
• D. They are immune to data privacy concerns.

Answer: (A)

Manipulating analytics is the key idea here. Chatbots can alter analytics artificially by generating interactions, steering user responses, or creating synthetic traffic that inflates or distorts metrics like engagement, completion rates, or sentiment. This distortion undermines data integrity and can lead to misguided decisions because the numbers no longer reflect real user behavior. To address this, implement guardrails like data governance, anomaly detection, and cross-checks with other data sources so you can spot and account for manipulated or non-representative data.

Other statements miss the mark: chatbots do collect data, so saying they never collect data is incorrect; no system provides perfect, harm-free insights all the time; and chatbots aren’t immune to privacy concerns—data they collect can raise privacy and compliance issues.