Question 1

What ethical questions surround the use of synthetic respondents in surveys?

Accepted Answer

Using artificial 'synthetic' respondents (AI-generated survey takers) introduces tough ethical questions around honesty, bias, and research integrity. One concern is transparency: if some survey responses are coming from bots or AI rather than real people, researchers and clients need to know - otherwise it's misleading and could undermine trust in the findings. There's also the issue of bias and validity: synthetic respondents might reflect the biases of their training data or algorithms, potentially skewing results in unknown ways. This raises the question of whether data from AI respondents truly represents a human population's views or if it dilutes the authenticity of insights. Another ethical aspect is consent and the value of human perspective; relying on AI-generated data might edge out genuine participant voices or use personal data to create those synthetic profiles without individuals' permission. In practice, most in the industry argue that if synthetic respondents are used at all, it should be in a very limited, clearly disclosed manner (such as testing a survey's logic) rather than mixing them into actual study results that inform business decisions.

Question 2

What's the cleanest way to test banking kiosk versus teller journeys?

Accepted Answer

The cleanest way to compare a bank's self-service kiosk experience with a human teller experience is to run a controlled test where customers are randomly assigned to each option for the same task. For instance, you might have a group of customers perform a common transactionâ€"like depositing a check or opening an accountâ€"one group using the kiosk and a similar group working with a teller. By measuring outcomes such as transaction time, error rates, and customer satisfaction immediately afterward, you isolate the differences attributable to the channel. Random assignment is key here: it ensures that any differences in results (say, kiosk users finished two minutes faster on average, or teller users felt more reassured) are due to the method of service, not because one group had inherently easier cases or more tech-savvy individuals. This A/B test style approach provides clear, unbiased evidence of how kiosks stack up against tellers for key banking journeys.

Question 3

How should enterprise research support account-based marketing programs?

Accepted Answer

Enterprise research can support account-based marketing (ABM) by equipping the marketing and sales teams with deep, account-specific insights that drive personalized strategies. Instead of broad market stats, researchers focus on understanding each target account's unique situation: for example, analyzing each target account's industry context and pain points (e.g. gleaned from news, financial reports, or even customer reviews) that the ABM campaign can address. Research can also gather intelligence on decision-makers within the account - what are their priorities or strategic initiatives (often through social media analysis or expert interviews)? Armed with this, marketing can tailor content and value propositions that resonate precisely with that account. Additionally, enterprise research monitors the impact of ABM efforts: measuring sentiment within those accounts to see if brand perception or awareness is shifting, and feeding that data back to refine the campaign. In short, research turns ABM from guesswork into a data-driven approach - ensuring that every message or offer in the program is backed by evidence about what that account cares about, which significantly boosts credibility and effectiveness.

Question 4

How do we prevent late legal reviews from derailing local approvals for stimuli?

Accepted Answer

To prevent last-minute legal reviews from derailing local approvals, involve the legal team early and set clear guidelines so compliance issues are caught well before final sign-off. For example, instead of waiting until a campaign stimulus is ready to launch in a local market, legal advisors should review key claims and content during the development phase. This might involve creating a checklist of common legal watch-outs or getting preliminary legal sign-off on concepts before they reach local approvers. By front-loading the legal review process and communicating any requirements to local teams in advance, you minimize late surprises; another tactic is maintaining a repository of pre-vetted stimulus elements (such as pre-approved phrases or imagery) that local markets can use confidently. Overall, integrating legal checkpoints earlier in the timeline and aligning on standards globally ensures local market approvals won't be upended by last-minute legal concerns.

Question 5

How are global supply chain shifts affecting access to B2B audiences?

Accepted Answer

Global supply chain disruptions and realignments have made some Business-to-Business (B2B) audiences harder to reach and changed how researchers engage them. Companies shifting to local suppliers or diversifying partners create new stakeholder groups that may not be in traditional contact lists. For example, a firm that nearshores production could rely on smaller regional suppliers who aren't yet on industry panels, making them tougher to recruit. Researchers must adapt recruitmentâ€"leveraging professional networks or digital outreachâ€"to find these emerging decision-makers. A pitfall is assuming old B2B panels still apply, as supply chain upheavals mean key voices might have moved to different regions or new companies. By updating sampling frames and staying attuned to industry shifts, studies can still reach the right experts despite the volatility.

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Market Research FAQs with Expert Insights

What ethical questions surround the use of synthetic respondents in surveys?

What's the cleanest way to test banking kiosk versus teller journeys?

How should enterprise research support account-based marketing programs?

How do we prevent late legal reviews from derailing local approvals for stimuli?

How are global supply chain shifts affecting access to B2B audiences?