chatbot-ai

AI chatbots can boost sales, but only when customers don’t know about them

Written by Joseph Nordqvist

Published: 22:34, September 27, 2019

According to new research published in Marketing Science, artificial intelligence (AI) chatbots can increase sales by four times more than inexperienced workers.

However, if customers know about the use of an AI chatbot before the machine-customer conversation, purchase rates decline by almost 80%.

Xueming Luo and Siliang Tong (both of Temple University), Zheng Fang of Sichuan University, and Zhe Qu of Fudan University, used field experiment data on 6,200 customers that received sales calls from chatbots or human workers.

Some of the customers that received sales calls from chatbots weren’t told about the use of AI at all, while others were told either at the beginning of the conversation, after the conversation, or after they had bought something.

Undisclosed chatbots were found to be up to four times more effective than inexperienced workers in engendering customer purchases. However, sales rates declined by more than 79.7% when customers were told about the chatbot before purchasing.

According to the abstract of the study:

“The negative disclosure effect seems to be driven by a subjective human perception against machines, despite the objective competence of AI chatbots. Fortunately, such negative impact can be mitigated by a late disclosure timing strategy and customer prior AI experience.”

Luo, a professor and Charles Gilliland Distinguished Chair at Temple University, commented:

“Our findings show when people don’t know about the use of artificial intelligence (AI) chatbots they are four times more effective at selling products than inexperienced workers, but when customers know the conversational partner is not a human, they are curt and purchase less because they think the bot is less knowledgeable and less empathetic.”

He added:

“Chatbots offer enhanced technological benefits, reduced customer hassle costs and increased consumer welfare (offering the product at lower cost because bots save money on labor). This data empowers marketers to target certain customer segments to cultivate customer trust in chatbots.”

AI refers to software technologies that allow computers or robots to behave in ways similar to human beings.


Journal Citation

Frontiers: Machines vs. Humans: The Impact of Artificial Intelligence Chatbot Disclosure on Customer Purchases
Xueming Luo, Siliang Tong, Zheng Fang, Zhe Qu
Marketing Science
Published Online: 20 Sep 2019
https://doi.org/10.1287/mksc.2019.1192


Joseph Nordqvist Avatar

Other News

Motorola Solutions completes $1.5 billion D-Fend counter-drone acquisition

Aug 23, 2026

Beacon Fen secures consent for 400 MW Lincolnshire solar project

Aug 23, 2026

BJ’s raises profit outlook as gasoline boosts second-quarter sales

Aug 23, 2026

EU battery passport guidance gives companies a 71-point compliance map

Aug 23, 2026

CoStar completes $800 million Zonda acquisition to expand into new-home data

Aug 23, 2026

UK borrows £1.8 billion in July as spending runs above forecast

Aug 22, 2026

WhiteFiber closes $310 million note sale, but AI data center expansion still needs more funding

Aug 22, 2026

Driverless taxis still need workers, and that may shape robotaxi economics

Aug 22, 2026

Why the rare earth bottleneck comes after the mine

Aug 22, 2026

Could offshore wind farms change how much rain falls on Europe?

Aug 22, 2026

Why keeping medicines cool has become big business

Aug 22, 2026

Why airlines rent spare jet engines instead of buying more

Aug 22, 2026

Why merger cost savings do not always reach consumers

Aug 22, 2026

Repeated choices can strengthen later preferences, study finds

Aug 22, 2026

Why the colleague who uses AI may gain an advantage at work

Aug 22, 2026

UK business activity strengthens in August despite continued services job cuts

Aug 22, 2026

Micron plans $10 billion research network for next-generation memory

Aug 21, 2026

YMTC parent seeks 33 billion yuan in Shanghai IPO after profit surge

Aug 21, 2026

Mitsubishi Electric agrees $1.4 billion deal for US power-market software group PCI

Aug 21, 2026

Why a strong ESG reputation can make a downgrade hurt more

Aug 21, 2026