HeyMarvin, the AI-native customer insights platform, today released The State of Modern Research 2026: Closing the Listening Gap, a new report based on a survey of 309 research professionals, leaders,...
Autore: Business Wire
The State of Modern Research 2026 identifies the "listening gap" driving a measurable divide between customer insight and business action
OAKLAND, Calif.: HeyMarvin, the AI-native customer insights platform, today released The State of Modern Research 2026: Closing the Listening Gap, a new report based on a survey of 309 research professionals, leaders, and research consumers. The findings expose a contradiction many organizations face: companies are investing heavily in collecting customer feedback, but that feedback rarely plays a role in the decisions that count. HeyMarvin calls this the “listening gap.”
The listening gap is the distance between leadership's intention to use customer research and their organization's ability to surface it when decisions happen. For most companies, that distance is wider than they realize, and it's costing them.
"Companies spend billions trying to understand customer needs,” said Prayag Narula, CEO and co-founder of HeyMarvin. “Yet they’re still making their most important product and business decisions without the right insights. The fix is building infrastructure like AI systems and agents that make it easy for everyone in your organization to access information about customers’ needs and pain points.”
Key takeaways from the report
The work has scaled, but the infrastructure hasn't
Teams ran nearly four research methods in the past 12 months across an average of more than six software tools. Yet fewer than half (48%) actively use an insights repository to centralize their findings, and only 35% run a primarily always-on research function. Top-down mandates to listen to customers have outpaced the structures organizations have built to deliver on them.
Leadership and practitioners are both right about the problem
The report shows 73% of leaders say reviewing existing research is a formal requirement before major decisions. Only 37% of individual contributors agree. Senior leaders cite fragmented systems; practitioners cite a culture where decisions move too fast for research to catch up. Only 30% of researchers say executive leadership regularly accesses customer insights, and that number falls to 16% for the engineering teams building the products customers use.
93% use AI, but most are leaving value on the table
Nearly every respondent is using or experimenting with AI, and 72% report saving 25% or more of their time on at least some tasks. But most reach for general-purpose tools rather than purpose-built research AI. The organizations with an active insights repository see significant AI time savings at more than three times the rate of those without one (51% vs. 16%), which means infrastructure and AI effectiveness rise and fall together.
Buying decisions don't match team priorities
Ease of use for non-researchers ranks last in tool evaluation criteria, cited by just 25% of respondents. Cost leads at 44%. Directors, who hold the budget, are three times more likely than individual contributors to identify as gatekeepers of research access (36% vs. 12%). The people closest to the data want to democratize it, but the people with the authority to do so more often keep access closed. For companies that say customer understanding drives their strategy, that's a significant contradiction.
For more insights into the state of modern research, download the full report here.
About the report
This report is based on a survey of 309 researchers, research consumers, and research leaders conducted by HeyMarvin in April 2026. 84.5% of respondents are either the primary tool decision-maker or a strong influencer on those decisions. The full dataset is available to qualified researchers on request.
About HeyMarvin
HeyMarvin is an AI-native customer insights platform that turns scattered knowledge into a living system that gets smarter over time, and makes insights easy to discover, share, and put into action. With centralized knowledge, built-in research guardrails, and enterprise-ready security, HeyMarvin makes it easy for any team to ask a question and get an answer grounded in cited evidence. Teams at the world's most loved companies and brands use HeyMarvin to understand their customers and make better decisions faster. Trusted by companies like Microsoft, Included Health, Best Buy, and NRG Energy, and backed by leading AI investors including Sam Altman and Fuel Capital, HeyMarvin is redefining how businesses use research to accelerate ideas. For more information, visit HeyMarvin.com.
Fonte: Business Wire