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What the platform is made of

Three modules. One complete evidence chain.

Vision supports research participation, Workspace brings analysis and reports together, and Nova supports suitable next actions. Each result explains its data scope and limitations.

  1. 01

    Module one · capture evidence

    Vision · capture the evidence others cannot

    Multi-channel records of real shopping behavior on consented, real devices — observed rather than recalled after the fact.

  2. 02

    Module two · analysis and decisions

    Workspace · turn evidence into insight and decisions

    Deliverable analysis reports generated automatically, ready for team collaboration and client sharing.

  3. 03

    Module three · execution and validation

    Nova · every recommendation has a source, every launch is tested first

    Approved insight becomes traceable creative direction, validated with real users before launch.

Data and methods

Understand where the data comes from, which results can be compared and what limits apply. Existing checks are explained with evidence, without a separate quality total score.

What each module does

Module one · capture evidence

Vision · capture the evidence others cannot

Multi-channel records of real shopping behavior on consented, real devices — observed rather than recalled after the fact.

About the Vision Research Community
  • Interactions: the full trail of taps and actions
  • On-screen content: the ads, pages and orders actually seen
  • Attention analysis: where attention lands on screen
  • Built-in surveys: screening, follow-up questions and sample quotas
  • Three research modes: passive observation · targeted prompts · guided tasks

Module two · analysis and decisions

Workspace · turn evidence into insight and decisions

Deliverable analysis reports generated automatically, ready for team collaboration and client sharing.

Enter Workspace
  • AdView · VISTA advertising attention analysis: attention hotspots, creative ranking, placement priorities
  • OneJourney · OJI shopping journey analysis: from first sight to checkout, with drop-off points located
  • Order evidence trail: each order carries its source, route and reason
  • Survey Center: full survey design, distribution and result export
  • Real participant community: operated across China and Japan, with sample quota management

Module three · execution and validation

Nova · every recommendation has a source, every launch is tested first

Approved insight becomes traceable creative direction, validated with real users before launch.

About Nova
  • Creative direction with its evidence trail: open any direction to the basis behind it
  • Pre-launch testing with real users: show the creative to real people before it goes live
  • Attention, recall and appeal feedback

Measurement methods

Start with the modules you already know.

OmniROI provides advertising, journey, order, search, share-of-voice, attribution and experience analysis. Attention readings use VISTA, with data scope and interpretation limits stated alongside each result.

Read research methods and quality

Tell us what your team needs to prove.

Before we begin, we confirm the business question, the evidence available and a suitable study scope — then propose.

Contact OneSource AI