Sales Breakdown Blueprint: Online & POS by Region
A WORKFLOW for AgentUI that classifies Shopify orders into in‑state online, out‑of‑state online, and POS by store—ready for regional dashboards. Created by Nessim Btesh.
Manual regional sales reporting is slow and risky
Shopify data often mixes channels and store locations, making regional reporting tedious and error-prone. Teams export spreadsheets, rebuild pivots, and still lack confidence for planning and tax reporting.
No clear split between online sales in-state vs. out-of-state
POS revenue not reliably attributed to the right store/location
Inconsistent rules across teams for channel and region definitions
Time wasted stitching orders, channels, shipping states, and location IDs
Higher risk in tax compliance and slower operational decisions
Prebuilt AgentUI automation for clear regional sales
This WORKFLOW blueprint runs entirely inside AgentUI. It maps Shopify order data—sales channel, shipping state, and store location IDs—into three precise segments: online in home state, online out of state, and POS by physical store. The result is a clean, dashboard-ready dataset for accurate reporting, tax compliance support, and operational planning. It uses AgentUI’s business automation tools and Shopify integrations and does not perform any actions outside AgentUI or beyond the described scope.
What you get
Region & channel classification logic
Predefined rules split Shopify orders into in‑state online, out‑of‑state online, and POS by store using shipping address, sales channel, and location IDs.
Dashboard-ready dataset
Outputs a structured dataset inside AgentUI for charts, summaries, and filters—no more manual spreadsheet pivots.
Zero-code WORKFLOW steps
Prebuilt steps you can review and adapt in AgentUI; add or remove steps as your analysis evolves.
Configurable home state
Set your business home state once to accurately distinguish in‑state vs. out‑of‑state online sales.
Store-level POS rollups
Aggregate POS revenue by physical store for clean location reporting and performance comparisons.
Validation & data quality checks
Guardrails surface missing location IDs or ambiguous channels so you can fix data before reporting.
Runs 100% inside AgentUI
No external actions or changes to Shopify—this blueprint analyzes data within AgentUI only.
Built on Shopify integrations
Uses native Shopify integrations for reliable order, channel, address, and location fields.
Business impact
Cut reporting time from hours to minutes with a ready-to-use regional view
Improve tax readiness with accurate in‑state vs. out‑of‑state online segmentation
Gain store-level POS visibility to optimize staffing and inventory allocation
Standardize definitions so finance, ops, and retail teams report the same numbers
Reduce spreadsheet errors and audit risk with consistent, validated rules
Scale analysis as you add stores or enter new states without rebuilding logic
Where this blueprint shines
Monthly tax preparation
Finance exports a clean split of in‑state vs. out‑of‑state online sales and POS by store to support tax filings and documentation.
Store performance review
Retail leaders compare POS results across locations and benchmark against nearby regions for staffing and merchandising decisions.
Channel mix by region
Ecommerce teams understand how online vs. POS sales vary by state to plan campaigns and promotions.
New store launch planning
Operations forecasts POS demand for a new location by analyzing regional patterns in online and nearby store sales.
Quarterly board reporting
Executives get a standardized regional sales breakdown that aligns finance, ops, and marketing on one source of truth.