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

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 Spending Revie

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 cybersecurity innovation.

read more
New German Digital Ministry Consolidates 6 Divided Responsibilities

New German Digital Ministry Consolidates 6 Divided Responsibilities

Germany's new Federal Ministry for Digital and State Modernisation (BMDS) [has launched](https://datainnovation.org/2025/06/germanys-new-digital-ministry-will-make-or-break-the-governments-ai-ambitio

read more
Canada Launches $25M Digital Health Fund for SME Innovation

Canada Launches $25M Digital Health Fund for SME Innovation

How to Access Canadian Healthcare Funds The Terry Fox Research Institute [launched](https://www.dhdp.ca/updates/news-item/terry-fox-research-institute-launches-25-million-digital-health-innovatio

read more
EU's €1.3B Digital Investment: New Software Opportunities

EU's €1.3B Digital Investment: New Software Opportunities

The EU Commission has allocated €1.3 billion for critical technology deployment

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 Health Innovations,

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 national GDP

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 collect, manage, and ana

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, ["Charging ahead: accelerating the roll-out of EU electric vehicle charging infrastructure"](https://www.acea.auto/

read more
New US Federal AI Rules: A Guide for Government Suppliers

New US Federal AI Rules: A Guide for Government Suppliers

[The new Office of Management and Budget (OMB) memorandum](https://www.whitehouse.gov/wp-content/uploads/2024/03/M-24-10-Advancing-Governance-Innovation-and-Risk-Management-for-Agency-Use-of-Artifici

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 Customer Relationsh

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 Ferreira (2020)

read more
Data-Driven Decision-Making: Leveraging Analytics for Effective Government Export Strategies.

Data-Driven Decision-Making: Leveraging Analytics for Effective Government Export Strategies.

In the realm of government exports, the adoption of data-driven decision-making processes has become an indispensable component for fostering strategic advantage and informed choices. This article ex

read more
Evaluating the Role of Artificial Intelligence in Digital Exports for Government Suppliers.

Evaluating the Role of Artificial Intelligence in Digital Exports for Government Suppliers.

In the rapidly evolving landscape of global trade, government suppliers are turning to cutting-edge technologies to enhance efficiency and competitiveness. Artificial Intelligence (AI) emerges as a p

read more
How to build ground-breaking products: a manager's guide

How to build ground-breaking products: a manager's guide

Embarking on a rebranding journey for your business is an exciting yet challenging endeavor. A successful rebrand can breathe new life into your company, helping you connect with your target audience

read more
Why AI Makes Data Quality Matter More, Not Less

Why AI Makes Data Quality Matter More, Not Less

AI has made it remarkably easy to build procurement search tools. With the right prompt and a few open data sources, anyone can put together a working tool in a matter of hours. If you need to moni

read more
How to win government contracts and tenders in the USA

How to win government contracts and tenders in the USA

Strategies for Securing U.S. Government Contracts: Registration, Compliance, and International Trade Considerations

read more
How to win government tenders and contracts in Germany

How to win government tenders and contracts in Germany

Understanding Germany's €500 Billion Public Procurement System Germany's public procurement system offers substantial opportunities for busines

read more
How to win government tenders and contracts in France

How to win government tenders and contracts in France

Regulatory Framework Governing Public Procurement Transposition of EU Directives France's public procurement system operates under Directive 2014/24/EU, transposed into nati

read more
Completing Our Two-Year Knowledge Transfer Partnership with London Metropolitan University

Completing Our Two-Year Knowledge Transfer Partnership with London Metropolitan University

As we mark the completion of our two-year Knowledge Transfer Partnership with London Metropolitan University today, we're taking time to reflect on what has been a rewarding journey of academic-indus

read more
AdvaMed's Policy Roadmap Unlocks Global Sales Potential

AdvaMed's Policy Roadmap Unlocks Global Sales Potential

AdvaMed has released its "AI Policy Roadmap" to guide US lawmakers on regulating AI-enabled

read more
How to win government contracts and tenders in Poland

How to win government contracts and tenders in Poland

Comprehensive Guide to Securing Government Contracts in Poland: Navigating Regulatory Frameworks and Strategic Opportu

read more
How to win government contracts and tenders in Kazakhstan

How to win government contracts and tenders in Kazakhstan

Strategies for Securing Government Contracts in Kazakhstan: A Comprehensive Guide Kazakhstan's public procurement landscape has evolved significantly in recent years, integrating digital platform

read more
Germany's New Digital Ministry: Tech Opportunities in 2025

Germany's New Digital Ministry: Tech Opportunities in 2025

Germany's coalition government has announced plans to establish a Federal Ministry for Digital Affairs, signalling a

read more
How to win government contracts and tenders in Canada

How to win government contracts and tenders in Canada

Comprehensive Guide to Securing Government Contracts in Canada Canada's government procurement market provides key opportunities across industries, guided by principles of fairness, transparency

read more
How to win government contracts in Colombia

How to win government contracts in Colombia

Comprehensive Guide to Securing Government Contracts in Colombia: Trade Frameworks and Regulatory Requirements Colombia’s public procurement market offers substantial opportunities for both domes

read more
Global Consultancy Opportunities: September's Hottest Tenders

Global Consultancy Opportunities: September's Hottest Tenders

September brings a wealth of opportunities across various sectors and countries, showcasing the diverse needs for expert advice and services globally. High-profile projects like the high-speed rail b

read more
Recent Biggest UK Consultancy Contract Awards

Recent Biggest UK Consultancy Contract Awards

As a supplier or business development professional in the consultancy sector, staying informed about recent contract awards is crucial for identifying new opportunities and potential clients. Don't

read more
Contracts Sealed for England-Scotland Electricity 'Superhighway'

Contracts Sealed for England-Scotland Electricity 'Superhighway'

A Landmark Achievement for the UK's Energy Transition Signing contracts for the Eastern

read more
Leveraging Customer Journey Mapping for Better B2B Sales

Leveraging Customer Journey Mapping for Better B2B Sales

Business-to-business (B2B) sales entail a more complicated customer journey than business-to-consumer scenarios. As a sales or bid manager, you must navigate a web of stakeholder interests and influe

read more
The Power of Key Account Management in Sales

The Power of Key Account Management in Sales

Key account management (KAM) has become a fundamental part of sales strategy for many B2B companies. But what makes this approach so effective? Let's explore three key benefits of KAM for driving sal

read more
How to Motivate Your Sales Team for Peak Performance

How to Motivate Your Sales Team for Peak Performance

What drives your sales team to go above and beyond their quotas each month? As a sales manager, you know motivation is critical, but pinpointing the magic formula can be tricky. [Teresa Santos Ferre

read more
The Impact of Value-Driven Marketing for Sales Leaders

The Impact of Value-Driven Marketing for Sales Leaders

Value-driven marketing focuses on creating meaningful value for customers beyond just selling products. Dr Atul Kumar and his academic team described this approach in their paper ["The impact of valu

read more
Tapping Procurement Intelligence to Boost Government Marketing Wins

Tapping Procurement Intelligence to Boost Government Marketing Wins

With public sector entities representing a major opportunity, integrating procurement data insights into your procurement strategy is invaluable for marketing agencies seeking new government business

read more
Deloitte Secures £100M Contract for Post-Brexit Border Platform

Deloitte Secures £100M Contract for Post-Brexit Border Platform

In August 2023, HMRC awarded consulting giant Deloitte a contract worth up to £100 m

read more
Turning Government Data into Strategic Tech Opportunities

Turning Government Data into Strategic Tech Opportunities

By analysing historical data on public sector spending and contracts awarded, tech companies can identify specific technology categories receiving investment. Tracking spending fluctuations over time

read more