Changelog
Follow up on the latest improvements and updates.
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Big things just landed in Avia!
We’ve rolled out a new POS device system to strengthen in-store tracking and checkout visibility. Combined with our expanded API integrations, your data is now more connected, actionable, and ready to drive better retail performance.

Here’s what’s new 🚀
✨ POS Device Implementation
– Introduced a new POS device system at checkout, unlocking in-store capabilities and enabling a richer set of features for retail operations.✨ Conversion Funnel Enhancements
– Integrated POS device into the conversion funnel, capturing customer entry, checkout progression, and completed sales to provide clear visibility into in-store conversion rates.✨ Reporting API for Avia
– Launched a reporting API to power dashboard integrations and external data access.✨ Shopify API Implementation
– Implemented Shopify APIs to support seamless data ingestion and merchant onboarding.✨ Stockout Alert API Enhancements
– Improved API support for stockout alerts using traffic predictions, enabling OMS integrations for manual replenishment workflows.
This release introduces a powerful new way to compare store performance, making it easier to evaluate trends, spot gaps, and understand how your business is performing across locations.
🟢 Store Dashboard Comparison Updates
- View store data side by sideorinlineto compare performance acrosslocations, dates, and sources.
- Identify top and underperformingstores by comparing traffic, conversion, revenue, and inventory health.
- Measure performance changes over timewith built-in percent change to understand what’s improving or declining.
- Understand what’s driving resultsby comparing traffic sources, shopper demographics, and in-store behaviour.
- Spot trends and performance gaps faster, enabling quicker interventions and smarter resource allocation.

Hey, Community!
Our newest Avia release is here, bringing powerful alerts, stronger data, and actionable shopper insights to your stores.
Here’s what’s new 🚀
✨ Stockout & CVR Drop Alerts
– Get notified when inventory risks or conversion rate drops occur, with built-in investigation.✨ Improved Data Reliability
– More consistent and accurate data aligned with Shopify Analytics.✨ Cross-Location Inventory Tracking
– Stay on top of stockout alerts across all locations and sites.✨ Improved Demographic Charts
– View gender distribution across each age range for deeper shopper insights.
We’re introducing one of our most powerful updates yet for Avia, bringing us another step closer to closing the gap between e-commerce and in-store retail intelligence.
This release introduces powerful AI-driven capabilities that help retailers move from reacting to issues after they happen to anticipatin3g risks and making proactive decisions that protect and grow revenue.
Here’s what’s new 🚀
✨
Predicted Stock-Out Dates
– Forecast when products are likely to run out using Avia’s AI-driven foot traffic predictions, current inventory levels, and sales velocity.✨
Shopify POS UI Extension
– In-store staff can now view store performance and predictive insights, such as hourly traffic predictions for the remainder of the day, directly within Shopify POS.✨
Lost Opportunity Detection
– Identify and quantify potential revenue loss by analyzing declines in in-store traffic, AOV, and CVR compared to a prior period to identify the "leaking bucket(s)".✨
Root Cause Insights
– When performance drops, Avia automatically investigates and surfaces likely contributors such as inventory gaps, traffic shifts, or store-level anomalies—reducing guesswork and speeding up decision-making.✨
Stockout Alerts Dashboard
– Monitor inventory health across all locations from a dedicated alerts dashboard, giving teams clear visibility into risks before they impact sales.Hey, Community!
Launching Unique Visitor, Store Visit Duration & Multilingual Support.

✨
Unique Visitors
– See how many distinct shoppers visited on a given day to better gauge traffic quality (helps reduce overcounting from repeat entries, e.g., staff re-entries).✨
Average Visit Duration
– Measure how long visitors stay in-store and spot engagement trends.✨
Multilingual Availability
– via is now multilingual, starting with a full French version, making insights accessible to more teams.🔜 Coming Soon
✨ Spanish, Italian & German language versions
✨ Predictive Analytics for Other Metrics – Forecast what’s likely to happen next.
✨ AI-Powered Anomaly Detection – Get notified when anomalies occur (e.g., CVR drops on a specific shift/day).
Hey, Community!
We’re excited to announce the launch of Avia’s
AI-Powered Traffic Prediction
module — forecast your in-store traffic and plan ahead with confidence.
✨
Forecasted Demand
– Anticipate next week’s traffic shifts with actionable insights.✨
AI-Powered Forecasting
– ML models that continuously improve for greater accuracy.✨
Localized Accuracy
– Store-specific forecasts that adapt to neighborhood trends and seasonality.✨
Smarter Planning
– Align staff schedules, inventory, and promotions with predicted demand.⚡
Rapid Improvement Ahead
: Our models learn fast. Accuracy and reliability will continuously improve as more data is captured from your store(s).🔜
Coming Soon
✨
Unique Visitors & Visit Duration
– See repeat vs. new shoppers and average time in-store.✨
Predictive Analytics for Other Metrics
– Forecast what’s likely to happen next.✨
Anomaly Detection
– Get notified when anomalies occur (e.g., CVR drops on a specific shift/day).Now Live on the Shopify App Store – Spotlighted by Shopify

Hey, Community!
We’re excited to officially launch Avia, our edge AI–powered in-store analytics solution that brings Google Analytics–style insights to brick-and-mortar retail.
✨
Traffic Counts
– Track in-store sessions like you track web sessions.✨
Conversion Tracking
– Measure the effectiveness of your traffic-to-purchase ratio.✨
Gender Insights
– Understand gender distribution trends.✨
Age Insights
– See age breakdowns of your shoppers.✨
Staff Performance
– Reward success with data-driven insights.


🔜
Coming Soon:
✨ Unique Visitors & Visit Duration – See repeat vs. new shoppers and average time in-store.
✨ Predictive Analytics – Forecast what’s likely to happen next.
✨ Anomaly Detection – Get notified when anomalies occur (e.g., CVR drops on a specific shift/day).