Do you ingest sales data?
Yes — sales data can be ingested into Aura Vision and shown alongside footfall, dwell and demographics so you can measure conversion rate directly in the dashboard.
Yes — Aura Vision can ingest sales data and display it in the dashboard alongside footfall, dwell, and demographics. The most common use case is conversion rate at the store, hour, day or campaign level.
What we can ingest
- Transaction counts per store, per day or per hour.
- Transaction values (basket totals) for ATV (Average Transaction Value) analysis.
- Item-level or category-level sales for product-area attribution.
- Aggregated demographic-split sales if your POS captures customer segment.
How the data gets in
Three common patterns:
- Daily CSV upload — for retailers with no live POS integration.
- Scheduled SFTP push — overnight transfers from your data warehouse.
- Live API integration — your POS or ETL pipeline writes to the Aura Vision API.
The team will scope the right approach with your data engineering or POS contact during setup.
What you get in the dashboard
Once sales data is connected, the Metrics view exposes conversion rate, sales per visitor, ATV trends, and demographic split by purchase. Sales also appear in the Headcount planning view so staff schedules can be measured against revenue impact.
To scope a sales integration, get in touch at support@auravision.ai.