Before any analysis can begin, your data needs to be properly connected, cleaned, and structured. This is the behind-the-scenes engineering work that most analysts don't talk about, but without it, no dashboard, no report, and no insight is possible. We handle this entirely. You don't need to touch a single line of code.
Before any analysis can begin, your data needs to be properly connected, cleaned, and structured. We handle this entirely. You don't need to touch a single line of code.
When you hire us for any analytics engagement, your business data lives in multiple places, Shopify, Google Analytics, Meta Ads, Google Ads, Klaviyo. These platforms don't talk to each other automatically.
A one-time investment that pays for itself with every analysis and every decision that follows.
Extract your data from every platform you use.
Clean and standardize it so everything speaks the same language.
Merge it into one central database.
Connect it to your dashboard so you see one unified view of your business.
Every engagement begins with the same disciplined sequence. Each step compounds on the last, skip any one of them and the foundation cracks.
Pull your data from every platform - Shopify, GA4, Meta Ads, Google Ads, Klaviyo.
Align column names, currencies, date formats, and timezones so everything is consistent and comparable.
Combine data from all platforms into one clean master table - the single source of truth.
Pipe the unified table into your dashboard so you see one coherent view of your business.
From cloud infrastructure to dashboard connection, every line item, every price range, no flat-rate surprises.
Create and configure your GCP project, enable billing, and set up your BigQuery database, the central home for all your business data.
Build a secure private app, configure data access permissions, and establish a live connection to your store data.
Set up service account credentials, configure secure access, and connect your Google Analytics data to your pipeline.
Create your Facebook App, link your Business Manager, and establish a stable long-lived data connection.
Apply for developer access, link your manager account, and enable data extraction from your campaigns.
Generate and secure your private API key and connect your email marketing data to the pipeline.
Write the extraction script that pulls your data from each platform automatically, charged per platform connected.
Build retry logic and loop handling so large data exports never fail or get cut off mid-pull.
Align column names, currencies, date formats, and timezones across all platforms so everything is consistent and comparable.
Combine data from all your platforms into one clean master table, the single source of truth for all your reporting.
Build the automated script that uploads your cleaned, merged data into BigQuery on a defined schedule.
Set up Cloud Scheduler or cron jobs so your entire data pipeline runs automatically, no manual work required.
Build a notification system that alerts you immediately if any part of the pipeline fails.
Store all API keys and tokens securely using environment variables or Secret Manager, never exposed, never at risk.
Connect your BigQuery database directly to Looker Studio so your dashboard pulls live data automatically (dashboard design billed separately).
Most clients don’t need every individual service. Pick the bundle that matches how you work with us.
For one-time analysis clients. You need us to pull your data once, clean it, and use it for a single engagement.
Best for: Starter & Growth Package clients.
Choose BasicFor ongoing and recurring clients. You need a permanent, structured data pipeline that can be refreshed regularly.
Best for: Advanced Package clients.
Choose Full PipelineFor live dashboard and retainer clients. You need your data to update automatically, every day, without manual work.
Best for: Monthly Retainer & Live Dashboard clients.
Choose AutomationSetup sits in the middle of this flow, completed first, before any analysis or dashboard work begins. It is the foundation that makes everything downstream trustworthy.
You select Starter, Growth, Advanced, or Monthly Retainer, the engagement type that matches your needs.
Shopify, GA4, Meta Ads, Google Ads, Klaviyo, we map your stack and identify which platforms contain the data we need.
Based on engagement type and platform count, we propose Basic, Full Pipeline, or Full Pipeline + Automation.
Cloud infrastructure, API connections, pipeline build, cleaning, merge, and (if applicable) automation, all done before analysis begins.
With clean, connected, reliable data in place, we build your dashboards and run your analyses on a foundation you can trust.
Every insight, every dashboard, every recommendation, grounded in data you can trust because the foundation beneath it is solid.
Four principles that govern how we scope, price, and deliver every setup engagement.
If your business runs on Shopify and Google Ads only, we connect those two platforms. You are never charged for platforms you don’t use.
The Data Pipeline Build (Item 7) is priced per platform. A client using 3 platforms pays for 3 pipelines. A client using 5 pays for 5. No flat-rate surprises.
Items 12, 13, and 14, scheduling, alerts, and security, are only relevant if your pipeline needs to run repeatedly over time. One-time analysis clients do not need these.
The ranges reflect real variability. A store with 500 SKUs and 3 years of historical data requires more work than a store with 50 SKUs and 6 months of data. Final pricing is confirmed after a brief discovery conversation.
Every insight we deliver, every dashboard we build, and every recommendation we make is only as good as the data underneath it. We make sure that foundation is solid, so everything built on top of it can be trusted completely.
Build Your Foundation