October 11, 2023
by Jeffrey Lin
This post is part of G2's 2024 technology trends series. Read more about G2’s perspective on digital transformation trends in an introduction from Chris Voce, VP, market research, and additional coverage on trends identified by G2’s analysts.
In 2024, smaller businesses (SMBs) customer service teams will experience a faster return on investment (ROI) from adopting generative AI solutions than mid-market and enterprise-sized businesses. SMBs willing to adopt these platforms into their tech stacks will experience less risk, faster financial return, and lower team resource consumption.
Among businesses, the customer service departments are routinely seen as cost centers under constant risk for downsizing. This is especially true for enterprise businesses because they can have truly gargantuan support departments to manage the deluge of customer support tickets.
However, this can also concern smaller teams that don’t want to dramatically increase overhead while providing excellent customer service.
Customer service automation (CSA) products aim to address the business need for cost efficiency by providing conversational interaction to customers with minimal agent oversight.
The graph below shows data on how company size has a positive correlation (r = 0.64) with self-reported return on investment from adopting customer service automation into their tech stack.

On average, small businesses only require a little over 13 months to experience ROI on their purchase, while enterprise-sized businesses need almost 22 months for ROI.
This average nine-month difference is three business quarters' worth of productivity before companies feel a CSA product has been fully accepted into their company and is providing more value than its initial cost.
In G2’s 2023 Buyer Behavior Report, companies of all sizes list ROI in six months as a top three consideration when determining which software product to adopt. Mid-market companies listed ROI in six months as #1, enterprise businesses listed it as #2, and SMBs listed it as #3.


CSA software product providers must investigate why smaller companies observe faster ROI. Many of these benefits SMBs experience can be used to improve the adoption experience of larger companies.
Adopting new and untested technologies is a risk for any organization, especially in the case of providing excellent customer experience.
G2 data shows SMBs experiencing faster ROI with AI-powered products than their larger counterparts. Furthermore, all company sizes report high satisfaction ratings with these products.
For companies providing CSA products, a better understanding of what challenges larger companies face and what advantages smaller companies have can help them provide better service to their clients.
AI will become pivotal in customer service, and many companies are scrambling to implement this technology with as little financial risk as possible.
Understand why customer service automation is a game changer for businesses.
Edited by Shanti S Nair
Jeffrey is a AI Operations Specialist at G2 with a focus on Customer Service and HR software. Prior to joining G2, he worked in Human Resources for Amazon. In his free time, he spends time playing video games, exploring cities, and traveling when possible.
Automate your way to better customer service
Improve customer satisfaction and reduce costs by automating repetitive tasks with customer service automation software.
Sales, Marketing, and Customer Service Research
This post is part of G2's 2023 digital trends series. Read more about G2’s perspective on ...
by Jeffrey Lin
Private equity investment firm Kohlberg Kravis Roberts & Co. (KKR) became the majority...
by Jeffrey Lin
Sales, Marketing, and Customer Service Research
In our previous article, we explored the evolving role of customer success in modern...
by Jeffrey Lin