Shopify Analytics Alternative

Shopify Analytics shows what sold in one store. Burrow shows what happened across the full client retainer — Shopify orders alongside WordPress forms, GitHub deploys, Stripe billing, and uptime. Agency visibility that native Shopify reporting was never designed to provide.

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[ Key Differences ]

Agency visibility vs. merchant reporting

Shopify Analytics is built for store owners managing one store — products, orders, customers, traffic. Burrow is built for agencies managing the full client relationship — Shopify commerce alongside deploys, forms, billing, and monitoring.

Cross-platform client timeline

Shopify Analytics sees only the Shopify store. Burrow sees the store, the WordPress site, the GitHub repositories, the Stripe billing, and the monitoring tools — all in one per-client timeline.

Automated operational reporting

Shopify Analytics requires manual data export per store. Burrow compiles automated digests from every connected source — commerce, engineering, forms, billing, uptime — and delivers them on a schedule.

[ Compare at a glance ]

Burrow vs. Shopify Analytics

A feature-by-feature breakdown of how we compare.

Feature	Burrow	Shopify Analytics
Price	Early access (cohort pricing)	Included with Shopify plan ($39-$399/mo for the plan itself)
Primary focus	Agency operations across all client tools	Store-level sales, traffic, and customer analytics
Platform scope	Shopify, WooCommerce, WordPress, GitHub, Stripe, Craft CMS, analytics, monitoring	Shopify only (single store per admin)
Sales reporting	Commerce events (orders, checkout, revenue milestones) as operational signals	Detailed product, variant, channel, and geographic sales reports
Customer analytics	Not available (use Shopify Analytics or CRM)	Returning customers, cohorts, acquisition channels
Traffic analytics	Analytics channel captures traffic signals from GA4, Plausible, Fathom	Basic traffic reports (sessions, referrers, top pages)
Form monitoring	Core feature	Not available (Shopify has no form monitoring)
Deploy tracking	GitHub integration	Not available
Multi-store management	All clients in one dashboard — per-project scoping	Separate Shopify Admin per store
Client portals	Read-only operational portal per client	Staff accounts with configurable permissions
Best fit	Agencies managing full retainers across multiple platforms	Shopify merchants managing their own store

Shopify Analytics shows the store. It doesn’t show the agency.

Every Shopify store comes with analytics built in — orders, revenue, traffic, customers, product performance. For a merchant managing their own store, Shopify Analytics answers the essential questions: “What sold? How much? Where did the traffic come from?”

For an agency managing the store as part of a retainer — alongside a WordPress marketing site, GitHub repositories, Stripe billing, and monitoring tools — Shopify Analytics answers one-fifth of the questions. The other four-fifths live in tools that Shopify cannot see.

What Shopify Analytics does well

Sales reporting: Total sales, sales by product, sales by channel, sales by geography. Detailed enough for most merchant reporting needs.
Traffic analytics: Sessions, referral sources, top landing pages, conversion funnel. Basic but functional for understanding store traffic.
Customer analytics: New vs. returning customers, customer cohorts, purchase frequency. Useful for marketing decisions.
Live view: Real-time visitors and orders. Satisfying during sales events.
Price: Included with every Shopify plan. No additional cost.

For merchants, Shopify Analytics is a solid default. It’s included, it’s always current, and it covers the store’s core metrics.

The agency reporting problem

The issue isn’t that Shopify Analytics is bad. It’s that Shopify Analytics can only see Shopify.

Client A’s monthly retainer covers:

Shopify store management (theme updates, checkout optimization, app maintenance)
WordPress marketing site (blog, landing pages, form management)
Code deploys (GitHub — theme releases, app updates, custom integrations)
Billing administration (Stripe — subscription management, invoice tracking)
Monitoring and uptime (Oh Dear — SSL checks, broken links, response time)

Shopify Analytics covers item 1. Items 2-5 require opening WordPress Admin, GitHub, Stripe, and Oh Dear separately. The monthly report for Client A means logging into 5 tools, exporting or screenshotting data from each, and assembling the narrative manually.

Multiply by 12 Shopify clients and the monthly reporting cycle consumes an entire day.

What changes with Burrow

Burrow’s Shopify integration captures commerce events — orders, checkout signals, fulfillment updates — and places them in the client’s operational timeline alongside signals from every other connected tool.

The automated digest for Client A includes:

Commerce: 234 Shopify orders ($47,800). AOV: $204. Checkout completion rate stable. Mobile conversion improved 12% after v2.3 checkout optimization.

Engineering: 5 GitHub releases shipped. Notable: v2.3 checkout optimization, v2.4 product page redesign.

Marketing site: 89 form submissions (WordPress). Contact form healthy. Newsletter signups: 142.

Billing: $4,200 Stripe subscription revenue cleared.

Uptime: 99.99%. Zero incidents.

That digest compiled itself from real events. Shopify Analytics contributed the commerce signals. But the full narrative — the one that justifies the retainer — came from normalizing data across five tools into one client timeline.

Shopify Analytics vs. Burrow: different tools for different audiences

Shopify Analytics is a store management tool built for merchants.

Burrow is an agency operations tool built for agencies managing clients.

The distinction is:

Shopify Analytics asks: “How is the store performing?”
Burrow asks: “What happened across this client’s full stack — and what should we tell them?”

Most agencies should use both. Shopify Analytics is free and always available. Burrow adds the operational context that transforms store data into a retainer narrative.

Shopify integration | Ecommerce operations use case | Compare with Kleio | Compare with Triple Whale

Frequently asked questions

Why would an agency need more than Shopify Analytics?

Shopify Analytics shows what's happening inside the store — products sold, traffic, customers. But agency retainers cover more than the store. They cover the WordPress marketing site, the GitHub codebase, the Stripe billing, the form monitoring, and the uptime. Shopify Analytics can't see any of that. Burrow unifies all of these signals into one client timeline.

Is Shopify Analytics good enough for agency reporting?

For the commerce portion of a report, Shopify Analytics provides solid baseline data. But assembling a complete retainer report requires manually exporting Shopify data and combining it with data from GitHub, WordPress, Stripe, and monitoring tools. Burrow automates this assembly by capturing signals from all sources.

Does Burrow show more Shopify data than Shopify Analytics?

No. Shopify Analytics has deeper store-level reporting — product performance, customer cohorts, geographic breakdowns, channel attribution. Burrow captures Shopify commerce events as operational signals and adds the cross-stack context (deploys, forms, billing, uptime) that Shopify Analytics cannot.

Can I use Shopify Analytics and Burrow together?

Yes. Use Shopify Analytics (it's included in your Shopify plan) for store-level insights. Use Burrow for the agency operations layer that puts those commerce signals alongside everything else in the client relationship.

What about agencies that only manage Shopify stores?

If your retainer covers only the Shopify store and nothing else — no WordPress sites, no GitHub repos, no additional billing through Stripe — then Shopify Analytics may be sufficient for reporting. Burrow's value multiplies when the retainer spans multiple tools and platforms.

How do agencies currently report on Shopify?

Most agencies log into Shopify Admin, export data manually, and paste it into a Google Slides deck alongside data from other tools. This process takes 15-30 minutes per Shopify client. Burrow eliminates the manual export by capturing Shopify events in the client timeline and including commerce data in automated digests.

Your agency's work deserves to be seen.

We're onboarding agencies in small cohorts to keep the quality high. Request early access and we'll be in touch.

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