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Use case · Customer discovery

B2B market research costs: make continuous exploration practical

Planning B2B market research? You may need finance, technology and procurement perspectives across several customer segments, repeatedly as your offering changes. Commissioned studies provide valuable customer evidence, but repeating them for every new question is difficult to sustain.

Virtual Customer adds an ongoing way to explore. It creates AI-simulated B2B customers tailored to specific roles, industries, regions and company sizes. Your team can talk with them, compare perspectives and return as the product evolves, while investing in customer research where firsthand evidence matters most.

Illustrative virtual customer in a grey sweater
Realistic virtual customersA business world. A role. A perspective.Explore in an ongoing text or voice dialogue.

Customer learning, throughout
the product journey

Explore needs

Test assumptions

Compare perspectives

What your B2B research budget actually covers

A B2B market research agency does more than conduct customer interviews. A study may include research design, recruitment and screening, participant incentives, moderation, analysis, reporting and coordination. These cost time and money, including when handled internally.

As one reference point, Adience’s July 2026 B2B pricing guide describes many commissioned projects in the $18,000 to $100,000 range, with complex projects exceeding that amount. These are one agency’s indicative prices, not a market average or the price of an individual interview.

Research becomes more demanding with hard-to-reach roles, multiple regions and repeated studies. Rather than cut interviews indiscriminately, decide which questions need customer evidence and which can be explored first.

Decide what to explore and what you need to establish

Before booking in-depth interviews, connect each question to a decision. Use this research-budget matrix:

Research question and decisionExplore with virtual customersInvest in customer evidence when
Which role has the most pressing problem? Decide whom to investigate first.Compare possible responsibilities, priorities and workarounds across roles in one business context.You need to establish whether the problem occurs, who experiences it and how important it is.
Does the proposed service fit the workflow? Decide what to develop or change.Discuss dependencies, objections and implementation constraints as the concept evolves.A design commitment depends on observed work, technical feasibility or a customer pilot.
Will the proposition make sense to the buying group? Decide how to introduce it.Explore possible differences between finance, technology and procurement perspectives.You need evidence of how customers interpret the offer, evaluate alternatives or make purchasing decisions.

For each row, note the method and source, cost driver, revisit point and evidence that could change the decision. This separates exploratory conversations from studies worth commissioning.

Build a business world you can return to

Virtual Customer focuses entirely on B2B discovery. Define a customer company’s industry, region and size. The platform creates a business world model of its operating environment, market, organizational constraints and business priorities.

Within that modeled world, create different stakeholder roles. A CFO may raise investment trade-offs; a Head of Procurement, supplier requirements; a CTO, technical and implementation questions. These are perspectives to explore, not assumptions about everyone with those titles.

Talk by text or voice, keeping the business context consistent when comparing roles. Return to the same virtual customers as your idea develops. To explore another region, industry or company size, define another context and investigate possible differences.

Combine ongoing exploration with focused customer research

Budget for two connected activities: ongoing Virtual Customer exploration, including team review, and customer evidence through recruitment, interviews, observation, pilots or other suitable research.

Virtual dialogues let you examine more questions without recruiting a participant each time. Customer research establishes reported experiences or observed behavior. Simulations cannot prove demand, willingness to pay or adoption.

Involve customers when an assumption matters, perspectives conflict or a decision becomes costly to reverse. Their evidence may challenge your virtual exploration, and change what you build next.

Example: one industrial service, several learning rounds

Consider a software company shaping a digital service for medium-sized manufacturing businesses with several facilities in Germany. The team can fund a focused qualitative research project, but expects the concept to change several times during development.

First round: The team explores CFO and Head of Procurement perspectives in the same modeled manufacturing context, considering priorities, supplier evaluation and alternatives. These are hypotheses, not customer findings.

Second round: After adding an integration requirement, the team revisits those virtual customers and adds a CTO perspective. It considers implementation, ongoing costs and approval, then chooses which unknowns could change its next investment.

Customer research: The team recruits customers to investigate relevant work, purchasing decisions and consequential assumptions. Later, it reuses the approach for positioning, adoption and expansion.

Start with your next research investment decision

Choose one product or service decision that is creating more questions than your research budget can cover. Define the customer industry, region and company size. Explore CFO and procurement perspectives on the problem before introducing your solution.

Record which questions to revisit as the concept changes, and which require customer evidence now. Use this to shape your next research brief and budget.

If you are ready to recruit participants, see how to prepare better B2B customer interviews.