All comparisons
vs

SourceMedium vs Funnel.io

An evidence-backed comparison across integrations, attribution, data freshness, SQL access, pricing, and compliance.

Integrations & Data Sources
SM
Commerce, ads, email, subscriptions, and ops — reconciled daily with 2,500+ automated quality checks
Them
Marketing and ad data only — no warehouse included, data must be exported for SQL access
Data Freshness
SM
Reconciled daily across all sources with full historical backfill — every metric traceable to its source
Them
Data sits in Funnel's Data Hub temporarily — must be exported to a warehouse for long-term access
Attribution Models
SM
Server-side multi-touch attribution using your existing tracking (GA4 + platform APIs) — no new pixels or site re-tagging
Them
Measurement add-on via Adtriba acquisition — MMM, MTA, and incrementality on Business/Enterprise at custom pricing
Cohort / CLTV
SM
20 pre-built analytics modules including LTV, repurchase, retention, and new customer analysis — ready to use on day one
Them
Not included — no cohort analysis, no LTV calculations, no customer segmentation
Dashboards & Visualization
SM
Pre-built dashboards, forkable Looker Studio templates, and an AI analyst that answers questions with auditable SQL
Them
Built-in data exploration and visualization — but Flexpoint-based pricing limits report refreshes
Custom Metrics
SM
Define a metric once, use it everywhere — dashboards, SQL, and AI always return the same answer
Them
Custom calculated metrics within Funnel's data model
SQL / Export / API Access
SM
Managed BigQuery warehouse with included compute and unlimited storage — any tool that supports BigQuery connects natively
Them
No included warehouse — data must be exported to BigQuery/Snowflake for SQL access
Support & Success
SM
Dedicated US-based CSA, included quarterly solution hours, and structured roadmapping
Them
Ticket-based support; self-serve focus
Feature
Integrations & Data Sources Commerce, ads, email, subscriptions, and ops — reconciled daily with 2,500+ automated quality checks Marketing and ad data only — no warehouse included, data must be exported for SQL access
Data Freshness Reconciled daily across all sources with full historical backfill — every metric traceable to its source Data sits in Funnel's Data Hub temporarily — must be exported to a warehouse for long-term access
Attribution Models Server-side multi-touch attribution using your existing tracking (GA4 + platform APIs) — no new pixels or site re-tagging Measurement add-on via Adtriba acquisition — MMM, MTA, and incrementality on Business/Enterprise at custom pricing
Cohort / CLTV 20 pre-built analytics modules including LTV, repurchase, retention, and new customer analysis — ready to use on day one Not included — no cohort analysis, no LTV calculations, no customer segmentation
Dashboards & Visualization Pre-built dashboards, forkable Looker Studio templates, and an AI analyst that answers questions with auditable SQL Built-in data exploration and visualization — but Flexpoint-based pricing limits report refreshes
Custom Metrics Define a metric once, use it everywhere — dashboards, SQL, and AI always return the same answer Custom calculated metrics within Funnel's data model
SQL / Export / API Access Managed BigQuery warehouse with included compute and unlimited storage — any tool that supports BigQuery connects natively No included warehouse — data must be exported to BigQuery/Snowflake for SQL access
Support & Success Dedicated US-based CSA, included quarterly solution hours, and structured roadmapping Ticket-based support; self-serve focus
Sources (16)
  • Integrations & Data SourcesSourceMedium
    sourcemedium.comVerified Feb 17, 2026High confidence
  • Integrations & Data SourcesFunnel
    funnel.ioVerified Feb 14, 2026High confidence
  • Data FreshnessSourceMedium
    sourcemedium.comVerified Feb 17, 2026High confidence
  • Data FreshnessFunnel
    funnel.ioVerified Feb 14, 2026High confidence
  • Attribution ModelsSourceMedium
    sourcemedium.comVerified Feb 17, 2026High confidence
  • Attribution ModelsFunnel
    funnel.ioVerified Feb 14, 2026High confidence
  • Cohort / CLTVSourceMedium
    sourcemedium.comVerified Feb 17, 2026High confidence
  • Cohort / CLTVFunnel
    funnel.ioVerified Feb 14, 2026High confidence
  • Dashboards & VisualizationSourceMedium
    sourcemedium.comVerified Feb 17, 2026High confidence
  • Dashboards & VisualizationFunnel
    funnel.ioVerified Feb 14, 2026High confidence
  • Custom MetricsSourceMedium
    sourcemedium.comVerified Feb 17, 2026High confidence
  • Custom MetricsFunnel
    funnel.ioVerified Feb 14, 2026High confidence
  • SQL / Export / API AccessSourceMedium
    sourcemedium.comVerified Feb 17, 2026High confidence
  • SQL / Export / API AccessFunnel
    funnel.ioVerified Feb 14, 2026High confidence
  • Support & SuccessSourceMedium
    sourcemedium.comVerified Feb 17, 2026High confidence
  • Support & SuccessFunnel
    funnel.ioVerified Feb 14, 2026High confidence

Based on publicly available documentation, last verified February 2026.

Pricing overview

How SourceMedium and Funnel.io pricing compares.

SourceMedium

Model
Subscription + Usage
Starting price
Generous base tier included
Limits
Includes generous base compute; overages for heavy BigQuery/AI usage

Funnel.io

Model
Flexpoint-based tiers — Flexpoints consumed by connectors, refreshes, and exports
Starting price
From $400/mo (Starter)
Tiers
Starter ($400/mo), Business (~$800/mo), Enterprise (custom)
Limits
Flexpoints deplete with refreshes and exports; average enterprise spend ~$73.5K/year (Vendr)

Why teams choose SourceMedium over Funnel.io

Funnel.io is a marketing data hub — it collects, normalizes, and distributes advertising and marketing data. It does this well, with broad connector coverage across ad platforms. But it's not an ecommerce analytics platform. No cohort analysis, no LTV calculations, no customer segmentation, no product analytics, no subscription analytics. And it doesn't include a data warehouse — your data sits temporarily in Funnel's "Data Hub" and must be exported elsewhere for SQL access.

Funnel's average enterprise spend is ~$73.5K/year (Vendr data), with deals reaching up to $1M/year — and you still need a warehouse and additional analytics on top.

Where the approaches differ

Marketing data hub vs ecommerce data platform: Funnel aggregates marketing and ad data. SourceMedium unifies commerce, ads, email, subscriptions, and ops — reconciled into one schema with 2,500+ automated quality checks running daily. LTV, cohort analysis, contribution margin, product analytics, and attribution are included from day one.

A permanent warehouse, not a temporary data hub: Funnel stores data temporarily — for long-term SQL access, you need to export to BigQuery or Snowflake at your own expense. SourceMedium writes to a managed BigQuery warehouse with included compute that you own. Any tool that speaks BigQuery — Tableau, dbt, Python, Hex — connects directly. Centralize beyond marketing data: commerce, finance, ops, or any custom source in the same warehouse at no extra storage cost.

Attribution as an add-on vs included: Funnel acquired Adtriba to offer Marketing Mix Modeling and MTA, but it's a custom-priced add-on available only on Business and Enterprise plans. SourceMedium includes server-side multi-touch attribution on every plan — no new pixels, no add-on pricing.

Flexpoint depletion vs predictable pricing: Funnel's Flexpoint model means every report refresh, every export, every connector consumes your allocation. SourceMedium covers everything Funnel does — plus the warehouse, ecommerce analytics, attribution, and LTV that Funnel doesn't — on one bill. No Flexpoints to watch deplete, no add-on pricing for attribution, no separate warehouse invoice.

Reports that don't cost Flexpoints: Instead of building reports that consume your Flexpoint allocation, SourceMedium includes Looker Studio templates you can fork and own. Customize them, build new ones, share with your team — your reporting layer belongs to you, not a vendor's metered system.

Ecommerce gaps: Funnel has a Shopify connector with decent order-level data — more depth than most marketing hubs. But there's no cohort analysis, no LTV, no customer segmentation (RFM, behavioral), no product analytics, and subscription data (Recharge) requires a custom connector on higher tiers.

The ownership stress test: If you walk away from Funnel tomorrow, your data in the Data Hub goes with it — and you lose the normalized marketing data layer. Leave SourceMedium, and your BigQuery warehouse, dashboards, and SQL keep working.

Onboarding that's built into the plan: Included solution hours with a dedicated US-based analyst who's worked across DTC brands. No surprise services fees, no offshore support team.

Answers in minutes, not custom reports: Funnel doesn't offer an AI analyst. SourceMedium's AI Analyst answers ecommerce questions — attribution, LTV, product performance — in Slack with the SQL behind every answer. Your team gets insights in minutes instead of building custom reports that consume Flexpoints.

When Funnel.io might be the better fit

Funnel works for marketing teams and agencies that primarily need to aggregate and normalize data from dozens of ad platforms and marketing channels — and already have a separate warehouse and analytics solution for ecommerce-specific metrics. If marketing data aggregation is the core problem and you don't need LTV, cohort analysis, or attribution in the same platform, Funnel's marketing connector catalog provides broad coverage.

More comparisons

See how SourceMedium compares with other ecommerce analytics platforms.

Ready to stop debating the numbers?

Get started

Tell us a bit about your brand and stack—we’ll follow up shortly.