Stop Cleaning
Sales Data
Manually.
SalesScope takes raw, messy sales CSV exports and runs a four-stage validated pipeline — producing clean records, structured reports, Smart Insights, a five-chart dashboard, and a Validation Log. Under 90 seconds.
Raw sales data is not reporting-ready
Before any analysis can happen, the data must be cleaned, standardized, validated, and organized. That process takes hours — and produces inconsistent results each time it is done manually.
What agencies deal with every month
- Raw CSV exports with inconsistent column structures
- Duplicate Order IDs requiring manual review
- Return rows mixed into order data
- Character encoding errors in product names
- Hours of data prep before any reporting can begin
- No audit trail for what was changed or removed
- Inconsistent report formats that vary month-to-month
What SalesScope produces after one run
- Validated, clean data with anomalies resolved and logged
- Returns automatically separated from valid orders
- Daily revenue report with day-level granularity
- Monthly summary with full period metrics
- Smart Insights with automated observations
- Five-chart dashboard ready for client delivery
- Timestamped Validation Log for every decision made
One click. Four stages. Six output sheets.
Each stage has defined inputs, defined outputs, and fail-safe logic that halts and reports any error before proceeding.
Validates raw CSV rows, detects duplicates, separates returns, normalizes encoding, resolves structural anomalies. Produces one clean data sheet.
Generates the Daily Revenue Report and Monthly Summary from validated clean data. Consistent, client-ready formatting on every run.
Analyzes clean data and writes automated observations — best and worst days, return rate anomalies, revenue pattern flags.
Renders five pre-configured charts directly in the workbook: revenue trend, category split, daily performance, return analysis, AOV trend.
| Order ID | Date | Revenue | Category | Status |
|---|---|---|---|---|
| #10847 | 2024-01-03 | $142.00 | Apparel | ✓ |
| #10848 | 2024-01-03 | $89.50 | Footwear | ✓ |
| #10849 | 2024-01-04 | $220.00 | Electronics | ✓ |
| #10851 | 2024-01-04 | $56.25 | Apparel | ✓ |
| #10853 | 2024-01-05 | $318.00 | Home | ✓ |
What the system includes
Automated Data Cleaning
Every row is validated against structural rules. Duplicates, returns, malformed rows, and encoding errors are handled automatically.
Daily Revenue Report
Structured daily breakdown of revenue, order count, AOV, and return rate — generated for every date in the dataset.
Monthly Summary Report
Aggregated monthly metrics with consistent format every run, regardless of data volume or complexity.
Smart Insights Engine
Automated observations written from the clean data — best days, return rate flags, revenue concentration, and pattern signals.
Five-Chart Dashboard
Pre-built charts rendered directly in the Sheet: revenue trend, category split, daily performance, return analysis, AOV trend.
Validation Log
Every pipeline decision recorded — what was cleaned, flagged, excluded, and why. The audit trail for every output.
White-Label Configuration
Custom branding applied to all output sheets. Suitable for direct client delivery under the agency's own brand.
Commercial Resale Rights
Agency Edition includes rights to resell SalesScope as a service. Full source code provided.
Google Sheets Native
Runs entirely within Google Sheets and Apps Script. No external dependencies, no subscriptions, no infrastructure required.
The pipeline, running on real data
A complete walkthrough of a SalesScope pipeline run — raw CSV in, six structured output sheets out.
A live pipeline run on a real ecommerce sales export
The dataset is a realistic ecommerce CSV export — the kind an agency receives from a client each month. No synthetic data, no simplified inputs.
Request a walkthrough on your own data
If you would like to see SalesScope run against your agency's actual data structure, message the founder directly — no intermediaries.
Request a Live WalkthroughBuilt for agencies that report on client sales data
Most effective for small ecommerce and DTC-focused agencies — typically 2 to 12 people — delivering monthly reporting to clients via Google Sheets.
The person building the reports is usually the same person managing the client relationship. Manual data prep is costing them hours each month.
- Enterprise operations with proprietary BI tooling
- Teams with dedicated data analysts or engineering pipelines
- Organizations pulling data via platform APIs
- Businesses requiring real-time data processing
Ideal customer profile
Deliver it under your agency's brand
The Agency Edition includes full white-label configuration. All output sheets can be branded with the agency's name and identity — suitable for direct client delivery.
The license also includes commercial resale rights. Agencies can offer SalesScope as a standalone service or bundle it into existing reporting packages.
- White-label output configuration across all six sheets
- Commercial resale rights in Agency Edition license
- Complete source code provided with purchase
- Deployment and configuration documentation
One-time. No subscriptions. Yours to keep.
Runs inside the agency's existing Google Workspace. No monthly fees, no API costs, no infrastructure.
- Complete SalesScope system (Google Sheets + Apps Script)
- Full source code — documented and configurable
- White-label output configuration
- Commercial resale rights
- Six structured output sheets per pipeline run
- Daily report, monthly report, Smart Insights, dashboard
- Timestamped Validation Log for every run
- Deployment documentation
- Direct WhatsApp access to the founder for setup
A demo walkthrough is strongly recommended before purchasing. Message the founder directly on WhatsApp to arrange access.
"SalesScope was built to solve a real problem I observed in agency operations — hours spent preparing data before any actual reporting could begin. The system is not a shortcut. It is a structured automation that replaces a specific category of manual work with a reliable, audited pipeline."
Questions about SalesScope
Clear answers to the questions most commonly asked before purchasing.
See SalesScope running on your data
The best way to evaluate SalesScope is to see it process a real dataset. Request a demo walkthrough directly via WhatsApp.