SourceMedium vs Lifetimely

Why teams choose SourceMedium over Lifetimely

Lifetimely does cohort LTV and profit reporting for Shopify stores well and has a strong reputation for ease of use. Pricing is transparent and all features are on every plan, including free — a genuinely customer-friendly model. The tradeoff: you're limited to what the app can do. No multi-touch attribution. No SQL access. No data warehouse. Single-currency display only. SourceMedium includes LTV and retention analytics alongside everything Lifetimely can't offer.

Where the approaches differ

Attribution: Lifetimely offers first-touch and last-touch models. SourceMedium also supports multi-touch models built from the tracking and first-party data available, without requiring a SourceMedium pixel. Coverage depends on the source data and identity signals available.

Data access: Lifetimely shows you what their app decides to show you — no standard SQL access and no warehouse foundation you can build on. Exports are report-level. SourceMedium gives you a BigQuery warehouse where any tool, any team member, any question has access. Tableau, dbt, Python, Hex, your own scripts — anything that supports BigQuery connects natively, no vendor permission required. Included compute means your team can run custom transformations, build dbt models, and do real analytical work.

Scope: Lifetimely is a Shopify LTV tool. SourceMedium connects commerce, ads, email, subscriptions, and operations through governed domain models with 4,000+ automated quality checks across the maintained foundation.

Support that knows ecommerce data: For supported standard connectors, SourceMedium handles authorization guidance, historical backfill, modeling, reconciliation, testing, and dashboard setup. Your team grants access, confirms key definitions, and approves the validated outputs. Custom sources are scoped separately. Ongoing platform support is included.

Forkable Looker Studio templates: Every Looker Studio template is copyable and editable. Copy it, customize it, or build something entirely new. Your reporting layer belongs to you, not a vendor's proprietary dashboard.

Room to extend the model: SourceMedium's BigQuery foundation can include agreed finance, operations, or custom sources alongside commerce data. Confirm connector scope, included usage, and potential overages before signing.

Multi-currency: Lifetimely displays data in the store's default currency only. Brands selling internationally need analytics that handle the complexity of multi-currency operations.

The portability question: Confirm which exports, dashboards, and saved analyses remain available after cancellation. With SourceMedium, modeled data already delivered to BigQuery, copied dashboards, customer-built SQL, and delivered documentation remain usable; managed refreshes and SourceMedium-operated services stop.

AI you can verify: Lifetimely's Amp AI answers questions but does not show how it got there. SourceMedium's analytical answers can expose their SQL, while documentation and methodology answers cite governing sources.

When Lifetimely might be the better fit

Lifetimely works for single-store Shopify brands that only need profit tracking and cohort LTV, don't need SQL or multi-touch attribution, and want simple order-volume-based pricing starting at $149/mo.