How to Decide Between Human and Automated Sales Agents

How to Decide Between Human and Automated Sales Agents

Companies increasingly use automated sales agents (ASAs), such as chatbots, to complement or replace human sales agents (HSAs), however, research finds that customer responses to ASAs versus HSAs change across the sales process stages.

Initial Interest Indication Stage

A study by Adam, Roethke, and Benlian (2022) revealed that during first sales contact, customers are about 95-195% more likely to indicate interest when encountering an HSA than an ASA.

HSAs obviously display more social presence, such as warmth and empathy which reonates with potential customers. Customers want to build a relationship with the person at this early stage, so they respond better to personalised care from an HSA.

Contact Information Provision Stage

However, when customers decide whether to provide contact details to schedule an appointment in the next stage, they are about 60-80% less likely to engage with an HSA versus an ASA. Here, customers prioritise efficiency and want to minimise effort.

ASAs are perceived to offer higher performance, availability, and convenience than HSAs for administrative tasks like appointment booking.

Customers believe interacting with an ASA will require less time and hassle.

The Role of HSA-ASA Combinations

The researchers also studied combinations where an HSA handles communication and an ASA holds technical specifications (HSA-ASA). In an online experiment, customers responded significantly more favourably to HSA-ASA at both stages versus an ASA alone.

However, a field experiment found no difference, likely because real customers didn’t notice the nuanced HSA-ASA distinction during their busy workdays. Context impacts responses.

Key Recommendations

The shifting responses show companies should align the sales agent to the customer’s priorities at each stage:

  • Deploy HSAs for initial outreach to encourage interest through relationships.

  • Use ASAs for administrative follow-ups to maximise efficiency.

  • Consider HSA-ASA combinations if customers will recognise the distinct roles.

  • Test agents thoroughly before implementation to ensure suitability for each sales stage.

Carefully matching the sales agent type to the customer’s needs and priorities at each decision point will optimise conversion rates throughout the sales funnel.

 

Want a preview of our new Open Opportunities platform tracking global government spending? Spend Network has developed a new tool, to allow easy access to global opportunities to sell to governments. Open Opportunities is the most comprehensive tool on the market for government spending worldwide.Sign up now!

Open new markets, use our in-depth data to identify expansion opportunities, partners, and excite customers.

Related Posts

The invisible 92 per cent

The invisible 92 per cent

Of all the consulting tenders open around the world right now, 92 per cent carry no classification code for consulting from their publisher. That means that if you rely on the publishers to furnish

read more
How Governments Use AI: Cybersecurity Procurement

How Governments Use AI: Cybersecurity Procurement

Cybersecurity, alongside medical diagnostics, appears to be a leading candida

read more
Procurement Analysis: AI for Clinical Diagnostics and Hospital Administration

Procurement Analysis: AI for Clinical Diagnostics and Hospital Administration

European healthcare providers are procuring artificial intelligence software to address two primary operational bottlenecks: diagnostic analysis capacity and administrative workload. Procureme

read more
Data sovereignty tips for businesses selling into EU governments - Pt 2: Long term service contracts

Data sovereignty tips for businesses selling into EU governments - Pt 2: Long term service contracts

If you sell long-term services into European public sector buyers, the ground is moving under your feet. In April 2026, the European Commission awarded its first sovereign cloud tender, worth &euro

read more
Data sovereignty tips for businesses selling into EU governments - Pt 1: Professional services projects

Data sovereignty tips for businesses selling into EU governments - Pt 1: Professional services projects

Something has shifted in how European governments buy from their suppliers. In April 2026, the European Commission awarded its first sovereign cloud tender, worth €180 million, to four Europea

read more
Introducing Expert: API Access to Procurement Data for Developers and Teams

Introducing Expert: API Access to Procurement Data for Developers and Teams

Why we built the Expert tier We've always believed that the real value in procurement data isn't just reading tenders — it's what you do with them. Our Essential and Advanced tiers g

read more
A Guide to Government Procurement for Cybersecurity Training and Workforce Upskilling

A Guide to Government Procurement for Cybersecurity Training and Workforce Upskilling

The global public sector is currently facing a critical cybersecurity skills shortage. With the UK cybersecurity market valued at approximately €14.28 billion and workforce upskilling requirem

read more
The Space Economy Is Booming, and It's Creating Procurement Opportunities You Might Not Expect

The Space Economy Is Booming, and It's Creating Procurement Opportunities You Might Not Expect

The global space economy hit $613 billion in 2024 and is on course to pass the trillion-dollar mark within the next decade. That trajectory is reshaping not just how we think about space, but who g

read more
UK Cyber Security Investment: £100M for Contractors 2025

UK Cyber Security Investment: £100M for Contractors 2025

The UK announces a £100 million cybersecurity investment for national security institutions in the 2025 S

read more
Cybersecurity Funding Canada 2025: Government Opportunities for Tech Companies

Cybersecurity Funding Canada 2025: Government Opportunities for Tech Companies

Canada's cybersecurity funding program offers $10.3 million for tech companies developing cybersecurit

read more
UNFPA Launches Equalizer Challenge: New Funds for Women's Health Innovation

UNFPA Launches Equalizer Challenge: New Funds for Women's Health Innovation

The United Nations Population Fund (UNFPA) has launched The Equalizer Challenge: Scaling Women's

read more
Colombia: The $2 Billion Of Tech Tenders You're Missing

Colombia: The $2 Billion Of Tech Tenders You're Missing

The 2025 Colombian technology landscape represents Latin America's most promising tech hub, creating opportunities for strategic sales professionals. The sector now accounts for 3.0% of nati

read more
Open Opportunities at The European Big Data Value Forum

Open Opportunities at The European Big Data Value Forum

At Open Opportunities, we're on a mission to improve the global procurement market, valued at an astounding £13 trillion annually. We're proud to colle

read more
EV Charging in Europe: A Booming Market for Business

EV Charging in Europe: A Booming Market for Business

According to a recent report by the European Automobile Manufacturers' Association,

read more
Getting the Most from Mobile CRM

Getting the Most from Mobile CRM

The research by Rodriguez and Boyer emphasises first having well-defined sales processes before implementing mobile Custom

read more
Leveraging AI to Enhance Sales Funnels

Leveraging AI to Enhance Sales Funnels

Artificial intelligence (AI) is transforming the business sales process. A recent study by Paschen, Wilson, and Ferreir

read more