Bring your data, daily decisions, and measurement into one place so every team can act with confidence.
Bring your data, daily decisions, and measurement into one place so every team can act with confidence.
Bring orders, ads, returns, costs, inventory, and store sales together for a single view of profit.
Automate recurring decisions and provide recommendations for marketing optimization and inventory management.
Run tests to prove which channels and budget moves genuinely drive business growth.
A unified schema for commerce data, including metrics such as revenue, acquisition, retention, and inventory.
Small tools that help teams make decisions faster, such as product creatives swiper and weekly meeting agenda.
Combine marketing mix modeling, incrementality tests, and attribution for a complete view of profit.
Monthly traffic estimates. Hover, focus or tap a point for values. Related observations do not establish causation.
Explore the leading acquisition channels, search keywords, and visits from AI platforms such as ChatGPT.
August 2026
Distribution snapshot only; channel shares are not a campaign event or a claim of growth causality.
Reviewed alternatives appear first, followed by products in the same market. Observation months are shown per row; different months do not form a same-period ranking.
Investigate Dema. The agentic OS for commerce.’s public promotion history, key channels and growth tactics, with linked sources.
Findings are based on retrievable public records, with evidence gaps made explicit. Scope and completion time depend on available sources.
Download a 1200 × 630 market card or cite this live dossier. The image includes the observation month and attribution.
