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Scientific Evidence

The science behind Demand Intelligence.

Peer-reviewed research
Behavioural data
Commercial outcomes

Peer-reviewed research shows that digital orientation behaviour contains meaningful information about consumer demand, brand consideration and downstream commercial outcomes.

01 Consumer Demand

Orientation reflects real demand.

Aggregated digital behaviour has been shown to capture consumer interest and provide meaningful information about downstream revenue and market development.

Li, P. (2025) · International Journal of Accounting Information Systems
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02 Brand & Consideration

Orientation reveals consideration.

Branded digital behaviour has been associated with active category shopping, brand familiarity and consideration — providing an observable signal of how consumers engage with brands before purchase.

Brand Attitudes and Search Engine Queries · Journal of Interactive Marketing
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03 Commercial Performance

Behaviour moves before performance.

Research shows that digital behaviour can provide earlier information about product adoption and sales, making it valuable alongside traditional performance measures.

Search Traffic and New Technology Adoption · Technological Forecasting & Social Change
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04 Independent Market Signals

Outside-in behaviour adds perspective.

Consumer behaviour outside company systems can provide independent evidence alongside reported business performance, adding an external perspective on how markets are developing.

Chiu et al. (2023) · Accounting, Organizations and Society
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Research Note

Much of the peer-reviewed evidence to date examines search behaviour specifically. Trendata builds on this established behavioural principle and extends the orientation landscape across Search, Social and AI.

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See it for yourself

Evidence is only useful if you can act on it.

See how Demand Intelligence turns this research into a continuous view of your own market.