Best Attribution Tools for Shopify in 2026: Start Free, Then Pay When It Matters
Start with what's free: Shopify's built-in attribution models and Triple Whale's free plan. Pay for multi-touch attribution once your ad spend is large enough that a wrong budget call costs more than the tool. For most brands that's well into five figures a month.
Free
- Shopify's attribution models (5 to choose from)
- Triple Whale free plan (first and last click)
Paid
- Madgicx Tracking Pro: $49/mo add-on
- Northbeam: $1,500 Starter, $3,500/mo Professional
- Triple Whale, Polar, Cometly, Hyros: quoted
Every Shopify store that runs ads hits the same moment. Meta says the ads made $40,000 last month. Google says it made $25,000. Shopify says total sales were $50,000. They can't all be right, and the budget decision depends on which one you believe.
Attribution tools try to settle that by tracking each customer's path to a purchase and sharing credit between the ads they touched. This list covers the main options for Shopify brands, starting with the free ones. Details come from each vendor's own site, checked October 23, 2026. Several of these companies don't publish prices, and we say so rather than guess.
One disclosure: we make SellTheClick, which is a Meta ad diagnosis tool, not an attribution tool, so it isn't on this list.
Comparison table
| Tool | Price | How it's priced | Free option |
|---|---|---|---|
| Shopify (built-in) | Included | Part of your Shopify plan | Yes |
| Triple Whale | Free plan; paid by walkthrough | Not published | Free plan |
| Northbeam | Starter $1,500; Professional $3,500/mo | Pageviews, by spend tier | None listed |
| Polar Analytics | Quoted | Annual GMV | None listed |
| Cometly | Quoted | Monthly pageviews | No trial; paid onboarding |
| Hyros | Quoted | Not published | None listed |
| Madgicx Tracking Pro | $49/mo add-on | Per connected account | 7-day Madgicx trial |
1. Shopify's built-in attribution (free)
Before you buy anything, use what you already pay for. Shopify's marketing reports let you switch between five attribution models: last non-direct click (the default), last click, first click, linear and any click. Shopify says the Campaigns feature is included in your plan.
Switching models is a cheap way to see how much your answer depends on the model. If Meta looks great under first click and weak under last non-direct click, it's probably introducing people who buy later through another channel. That's useful to know before you cut its budget.
Limits. Shopify only sees what happens on your store, so it relies on UTM tags and referrers to know where a visit came from. Untagged traffic shows up as direct.
2. Triple Whale
Triple Whale is the best-known attribution platform for Shopify brands and says it's trusted by more than 65,000 brands. Its free plan includes the Triple Pixel for cross-device, cross-platform tracking, first and last click attribution from day one, a single view of paid, owned, subscription and organic channels, and Moby, its AI analyst.
Paid plans add multi-touch attribution (Foundation), automation and creative tools (Automate), and marketing mix modeling with incrementality testing (Enterprise). They're sold through a walkthrough, without public prices.
Best for: Shopify brands that want to start free and grow into multi-touch attribution. Its free Creative Diversity Audit is a useful extra.
3. Northbeam
Northbeam is aimed at brands spending serious money across many channels. Its pricing page lists Starter at $1,500, month-to-month and usage-based, for early-stage Shopify brands spending under $1.5M a year. Professional is $3,500 a month for brands spending up to $500K a month, on annual terms. Growth and Enterprise are quoted.
Northbeam says pricing is informed by your data volume, measured in pageviews, and that first quotes are estimates. Each tier also lists ad credits.
Best for: brands spending six figures a month across several channels who want a dedicated measurement platform. No free trial is mentioned.
4. Polar Analytics
Polar is a business intelligence platform for ecommerce that includes multi-touch attribution, a first-party pixel with lifetime ID and cross-device tracking, and "Advertising Signals" that send conversion events back to Meta and Google through their conversions APIs. It also offers incrementality testing.
Price: the Core plan is priced by annual GMV; the page didn't show figures when we checked. You start with a demo.
Best for: brands that want attribution as part of a wider reporting setup, including Klaviyo data.
5. Cometly
Cometly sells full-funnel attribution "for teams ready to see exactly which ads drive revenue", with ad platforms including Meta, Google, LinkedIn, TikTok, Microsoft, Reddit and Snapchat. The Enterprise plan adds CRM and warehouse sync, an API, and Snowflake and BigQuery support.
Price: quoted, based on monthly pageviews (Cometly estimates about 1.5 times your sessions). Annual billing saves 20%. There's no free trial; Cometly offers paid onboarding instead, on the grounds that attribution needs setup to be useful.
Best for: brands with a CRM and a sales process alongside their store. Cometly's pricing page doesn't mention Shopify by name, so check the integration.
6. Hyros
Hyros calls its approach "AI Swarm Tracking" and reports by business model, with Shopify listed alongside ecommerce, SaaS, info products and B2B. It sends sales data back to ad platforms to help their targeting, and its example dashboard shares credit between first touch, assists and last touch.
Price: not shown on the site. You start by booking a setup call.
Best for: brands that sell through calls or high-ticket funnels as well as a store.
7. Madgicx Tracking Pro
Madgicx is an ad management platform for Meta advertisers, and Tracking Pro is its add-on for advanced tracking and attribution on each connected account.
Price: $49 a month on top of a Madgicx plan, whose price is shown inside the app based on your ad spend. There's a 7-day free trial.
Best for: brands already using Madgicx for their Meta ads.
Why your numbers will never fully match
Even with a good tool, Meta, Google, Shopify and your attribution platform will report different numbers. That's normal, and it's worth understanding why before you spend money trying to "fix" it.
- Different rules. Shopify defaults to last non-direct click. Meta counts conversions within the attribution setting on your ad set. Each ad platform gives itself credit for sales it touched, so platforms overlap.
- Different visibility. Ad platforms see their own ads. Your store sees visits. A pixel on your site sees more of the path, but not everything, especially across devices.
- Different questions. Attribution answers "which ads were involved?" Incrementality answers "would this sale have happened anyway?" Only tests like holdouts and geo-lift studies answer the second one. Meta's case study with the retailer AJIO is an example of a GeoLift study used to prove that ads brought in new customers.
A practical habit: watch your blended numbers (total revenue divided by total ad spend) next to platform-reported ROAS. If the platforms say things are getting better but the blended number isn't moving, trust the blended number. Our ROAS calculator helps you work out the level you need.
When should a Shopify brand pay for attribution?
Under about $10K a month in ad spend
Use Shopify's models and Triple Whale's free plan. Tag every ad with UTMs. Your bigger risk at this size is weak creative, not mis-measured channels. The free Facebook ad analyzer will tell you more about why sales are low than an attribution tool will.
$10K to $50K a month across two or more channels
This is where multi-touch attribution starts to change decisions, because moving even 20% of budget between channels is real money. Trial a paid tier and compare its view with Shopify's models for a month before committing.
$50K+ a month
Look at dedicated platforms like Northbeam, and plan incrementality tests. At this level, a wrong budget call costs more each month than the tool does.
Set up the basics first
- UTM-tag every ad. Without tags, any tool sees a lot of "direct" traffic.
- Send purchases to Meta through the Conversions API as well as the pixel. Our guide to pixel vs Conversions API explains why.
- Test your purchase event. Use the Test events tool in Meta's Events Manager and place a test order.
- Pick one source of truth for budget decisions and stick with it for a quarter, so you're comparing like with like.
FAQ
What attribution model does Shopify use?
Shopify's default is last non-direct click. You can also switch to last click, first click, linear or any click in its marketing reports.
Is there a free attribution tool for Shopify?
Yes. Shopify's own attribution models are included in your plan, and Triple Whale's free plan includes its pixel with first and last click attribution.
How much does Northbeam cost?
Northbeam's pricing page lists Starter at $1,500 for brands spending under $1.5M a year, and Professional at $3,500 a month for brands spending up to $500K a month. Other tiers are quoted.
How much does Triple Whale cost?
Triple Whale has a free plan. Its paid plans (Foundation, Automate and Enterprise) are sold through a walkthrough, and prices aren't published on its pricing page.
Why doesn't Meta's reported revenue match Shopify?
They use different rules. Meta counts conversions within your ad set's attribution setting and credits its own ads, while Shopify defaults to last non-direct click across all channels.
What's the difference between attribution and incrementality?
Attribution shares credit between the ads a customer touched. Incrementality measures whether the sale would have happened without the ad, using tests like holdouts or geo-lift studies.