Research World

In B2B software, forecasting adoption is one of the hardest jobs in product strategy. We compared the results of a human conjoint with five synthetic conjoint results. One of the tests came within a percentage point of real buyers’ choices.

In B2B software, forecasting adoption is one of the hardest jobs in product strategy. We compared the results of a human conjoint with five synthetic conjoint results. One of the tests came within a percentage point of real buyers’ choices.

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Brand and customer experience research must be integrated because true business performance is driven not by strong brand perceptions or high satisfaction scores alone, but by how well customer experiences deliver on the promises a brand makes.

As AI shifts the customer journey from search to conversation, consumers are increasingly relying on intelligent systems to evaluate options, recommend brands, and support purchasing decisions.

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Regional Engagement Director at Infotools Organizations have more data than ever, but it is often fragmented across teams and systems. As AI accelerates analysis, the real challenge is connecting knowledge and context across the business to enable faster, smarter decision-making.

The Global Boiler Market was valued at USD 112.2 billion in 2025 and is estimated to grow at a CAGR of 6.8% to reach USD 220.9 billion by 2035.

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