Best Revenue Attribution Tools for 2026 (SaaS + Stripe)

The short answer: As of October 8, 2026, the best revenue attribution tool depends on where your money is recorded. For a self-serve SaaS on Stripe running Meta and Google Ads, Humblytics ties collected Stripe revenue to the campaign, page and A/B variant from $79/month. For revenue by channel on a tight budget, DataFast starts at $9/month. For multi-touch across many ad platforms and a CRM, Cometly (quote only) or Attribution ($399/month Pro). For B2B pipeline with a sales team, Dreamdata or HockeyStack, both custom-priced. For Shopify stores, Triple Whale or Northbeam (from $1,500/month).

Revenue attribution answers one question: which marketing actually made money. Not clicks. Not form fills. Dollars.

Most analytics tools stop at the conversion event. A revenue attribution tool goes further and ties tracked revenue, from Stripe, a CRM, or a store, back to the campaign, channel, page, or test that produced it.

This guide compares the main options. Some are built for B2B SaaS pipeline. Some are built for ecommerce paid media. A few are built for founders and small teams who want Stripe revenue by source without standing up a data warehouse. Every price below was read from the vendor's own page on October 8, 2026. Where a vendor publishes no price, we say so instead of repeating a figure from a review site.

At a glance: revenue attribution tools compared

Quick verdict: which tool should you pick?

• Self-serve SaaS on Stripe, Meta and Google Ads, want to test pages on revenue: Humblytics.
• Indie founder, revenue by channel, smallest bill: DataFast, Faurya, or AttribIQ.
• Many ad platforms (TikTok, LinkedIn, Microsoft) and a CRM, want multi-touch: Cometly, or Attribution for a published price.
• B2B with a sales team and long cycles: Dreamdata or HockeyStack.
• Lead-gen with phone, form and offline conversions: Ruler Analytics.
• Ad-heavy funnels where you want one flat ad-tracking plan: Hyros.
• Shopify store: Triple Whale for most brands, Northbeam for high spend and media mix modeling.

What is revenue attribution?

Revenue attribution is the practice of connecting actual revenue to the marketing that produced it. It maps each dollar of tracked revenue back to a source: a channel, a campaign, an ad, a landing page, an email, or a specific A/B test variant.

It differs from conversion tracking. Conversion tracking counts events, a signup, a trial, a form submit. Revenue attribution counts money, a paid subscription, a renewal, an order, and ties that money to its origin.

For a SaaS company, the revenue signal usually comes from Stripe or a billing system. For ecommerce, it comes from the store (Shopify) and the ad platforms. For B2B with a sales team, it comes from the CRM, where deals are marked closed-won.

Good revenue attribution closes the gap between "this campaign got clicks" and "this campaign got paid."

Marketing attribution vs revenue attribution

Marketing attribution and revenue attribution overlap, but they are not the same.

Marketing attribution assigns credit for a conversion event across the touchpoints a person had before converting. The conversion is often a lead, a signup, or an MQL. The output is a model, first-touch, last-touch, linear, time-decay, position-based, that splits credit among channels.

Revenue attribution assigns credit for money. The conversion is a paid order, a closed deal, or an active subscription. The output is dollars per source, not just credit per channel.

The practical difference: a marketing attribution report can tell you that paid search drove 40% of your signups. A revenue attribution report can tell you that the same channel drove only 12% of your paid revenue, because those signups churned before they paid. (Illustrative numbers.) The second number changes your budget.

The strongest setups do both. They attribute the touchpoints and verify the revenue. That is why the Stripe (or billing) connection matters so much for SaaS. Without it, you are attributing signups and hoping they turn into money.

How Stripe metadata attribution works

Most Stripe-native attribution tools, Humblytics and DataFast included, follow the same pattern. Here it is in four steps.

1. Tag the visit. A tracking script gives each visit a visitor or session ID and records where it came from: the UTM parameters, the referrer, the landing page.
2. Write the ID into Stripe. At checkout, your site passes that ID into the metadata field of the Stripe object it creates, usually the Checkout Session, and for subscriptions the Subscription itself.
3. Read it back on payment. When Stripe reports a payment, the attribution tool reads the ID from metadata and joins the revenue to the visit's source.
4. Credit renewals. For subscriptions, each renewal invoice is credited to the same source as the first payment.

The catch is in step 2. Stripe's docs state that an object's metadata does not automatically copy to related objects (Stripe Docs, Metadata). The exceptions Stripe lists are:

• PaymentIntent to Charge: a one-time snapshot when the PaymentIntent creates the Charge.
• Payment Link to Checkout Session: a one-time snapshot.
• Subscription to Invoice: when a Subscription creates an Invoice, its metadata is copied to the invoice's parent.subscription_details.metadata as a one-time snapshot.
• Subscription to Invoice Line Item: a subscription line item presents the subscription's current metadata.

So if the ID only sits on the Checkout Session, it stays there, and renewals arrive with no link back to the visit. Put it on the Subscription, and every invoice the subscription creates carries it. Stripe also caps metadata keys at 40 characters and values at 500 characters, which is plenty for an ID.

For a step-by-step setup, see Stripe revenue attribution. To bring ad spend into the same view, see how to track Meta and Google Ads ROAS through to Stripe subscriptions. To compare tools on ad platform coverage rather than billing, see the best ad attribution tools.

How we picked

We evaluated each tool on five things:

1. Revenue grounding. Does it tie to real money, Stripe, a billing system, a CRM closed-won, or store orders, or does it stop at conversions?
2. Attribution model. Single-touch vs multi-touch, and how the model is built.
3. Fit. Self-serve SaaS, B2B pipeline, ecommerce, or lead-gen. Most tools are sharp at one and weaker at the others.
4. Setup cost. Whether you need a data team, a warehouse, or a long implementation.
5. Price transparency. The price as published on the vendor's own page on October 8, 2026, or "quote only" where none is shown.

We have not used every contract tier of every tool. Each tool below gets the same four parts: best for, strengths, watchouts, and the verified price.

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Humblytics

Humblytics is a web analytics, A/B testing, heatmaps, funnels and revenue attribution platform that runs from one script. It reads revenue from Stripe and Foxy, pulls ad spend from Meta and Google Ads over read-only connectors, and matches the two by utm_campaign, using first-party UTM and session matching. See revenue attribution for how it works.

• Best for: SaaS and subscription businesses that run Meta and Google Ads to their own site, bill through Stripe or Foxy, and want ROAS on money actually collected, plus the ability to test the landing page against revenue.
• Strengths:
  • Revenue comes from Stripe or Foxy itself, so failed payments and trials that never convert do not count as revenue.
  • Meta and Google Ads spend sit beside that revenue, so ROAS is per campaign on collected money, not on what the ad platform reports.
  • Analytics, A/B testing, heatmaps and funnels in one script, so a test can be scored on revenue instead of clicks.
  • Published pricing, no sales call. A REST API and an MCP server let an agent such as Claude read funnels, ad spend and revenue; several tools on this list ship agent access too.
• Watchouts:
  • Last touch only. No multi-touch credit. For multi-touch, use Cometly or Attribution.
  • No view-through. Only visits that arrived with a UTM or a referrer get credit.
  • Meta and Google Ads only. No TikTok or LinkedIn ads.
  • Stripe and Foxy only for revenue. No Shopify Payments revenue. If you bill through LemonSqueezy, Paddle or Polar, DataFast covers you and Humblytics does not.
  • No marketing mix modeling, no CRM deal-stage attribution, no session replay.
• Price (verified October 8, 2026, humblytics.com/pricing): Business $79/mo ($65/mo billed yearly), Scale $279/mo ($239/mo billed yearly), Enterprise custom. 14-day trial, card required to start.

DataFast

DataFast describes itself as the analytics tool for entrepreneurs, built to show which marketing channels drive revenue. It connects your payment provider and reports revenue by source, page and campaign.

• Best for: Indie founders and small SaaS teams who want revenue by channel at the lowest price, especially outside Stripe.
• Strengths:
  • Wide payment coverage: native Stripe, LemonSqueezy, Polar and Shopify on the homepage, plus WooCommerce, Paddle and Dodo Payments in its llms.txt. You can connect more than one.
  • Meta Ads attribution: connects Meta ad spend and shows ROAS, matched through utm_campaign on your ad URLs.
  • Cheap to start, with a 14-day trial and no card.
  • Agent access through an API and an MCP server.
• Watchouts:
  • No Google Ads spend integration documented as of October 8, 2026.
  • No A/B testing or heatmaps listed. To test a page against revenue, you need a second tool. See Humblytics vs DataFast.
  • Price rises with monthly events.
• Price (verified October 8, 2026, datafa.st): Starter $9/mo and Growth $19/mo at the 10k monthly events tier. 14-day free trial, no card required. Starter covers 1 website; Growth covers 30.

Faurya

Faurya is a privacy-focused web analytics tool that connects your payment processor and attributes revenue to the traffic source that produced it.

• Best for: Founders who want revenue-first analytics for free or close to it.
• Strengths:
  • A free-forever plan with 5,000 events a month, which its pricing page says includes revenue attribution, real-time visitors, goals, funnels and journeys.
  • Payment processors: Dodo Payments, Stripe, LemonSqueezy, Creem and Razorpay. Paddle and Polar are listed as coming soon.
  • Google Search Console integration and AI weekly email reports, per its homepage.
• Watchouts:
  • No Meta or Google Ads spend integration listed on its pricing or home page as of October 8, 2026, so no ROAS view.
  • No A/B testing listed.
  • A newer, smaller vendor. Check current limits before you commit.
• Price (verified October 8, 2026, faurya.com/pricing): Free plan at 5,000 events/month. Starter $7/mo and Growth $14/mo at 10k monthly events.

AttribIQ

AttribIQ is a simple web analytics and revenue attribution tool with an EU-hosted dashboard. It tracks visitors, pages, sources, campaigns, goals and funnels, then connects Stripe or your own payment system.

• Best for: EU-based teams that want privacy-minded analytics with Stripe revenue by source and campaign.
• Strengths:
  • EU-hosted dashboard.
  • Revenue from Stripe webhooks, or any billing system through its Payment API.
  • Reports revenue by source, campaign, landing page and session, with a published guide on Stripe Checkout, subscriptions, invoices and refunds.
• Watchouts:
  • No ad platform spend integration listed on its home page as of October 8, 2026.
  • No A/B testing listed.
  • Prices are in euros and scale with events.
• Price (verified October 8, 2026, attribiq.com/pricing): Starter 9 euros/mo, Growth 14 euros/mo, Business 19 euros/mo at 10k monthly events. 7-day trial.

Hyros

Hyros is ad tracking and attribution software for businesses that live on paid ads.

• Best for: Ad-driven funnels that want one plan priced by tracked revenue rather than seats or events.
• Strengths:
  • A single published plan, so the entry cost is clear.
  • Built around ad tracking accuracy, the job most ad-heavy teams buy it for.
• Watchouts:
  • Priced by tracked monthly revenue, so cost climbs as revenue grows past the first tier.
  • No A/B testing or product analytics.
  • For SaaS on Stripe, compare the cost against Stripe-native tools above before committing. See Triple Whale, Hyros and Cometly alternatives for SaaS.
• Price (verified October 8, 2026, hyros.com/pricing-ai-tracking): $230/mo on an annual plan for up to $20K tracked monthly revenue.

Cometly

Cometly is marketing attribution software aimed at B2B SaaS teams running paid ads across several platforms.

• Best for: Teams spending across many ad platforms that need multi-touch attribution tied to a CRM.
• Strengths:
  • Ad platforms named on its homepage include Meta, Google, LinkedIn, Microsoft, TikTok and Reddit.
  • CRMs named include HubSpot, Salesforce, Pipedrive, Attio, Close, Monday and HighLevel.
  • Server-side tracking and conversion sync back to ad platforms.
• Watchouts:
  • No published price. Pricing is quoted on a call and based on monthly pageviews.
  • No free trial ("We don't run a free trial").
  • More than a small team needs if you only want Stripe revenue by campaign.
• Price (verified October 8, 2026, cometly.com/pricing): Core and Enterprise, both quote only, based on monthly pageviews. No free trial.

Attribution (attributionapp.com)

Attribution is a multi-touch marketing measurement tool for teams on HubSpot, Salesforce, Segment or Shopify. It maps customer journeys and reports CAC, ROAS and LTV.

• Best for: SMB and mid-market teams that want multi-touch attribution with a published price.
• Strengths:
  • All five models on Pro: first touch, last touch, linear, time decay and position-based.
  • A dedicated Shopify plan.
  • Transparent overage pricing.
• Watchouts:
  • Pro starts at $399/mo, a big step up from Stripe-native tools.
  • Value depends on having HubSpot, Salesforce, Segment or Shopify in place.
  • Overages apply above your plan's tracked visitor limit.
• Price (verified October 8, 2026, attributionapp.com/pricing): Pro $399/mo. Shopify from $199/mo. Custom plan on request. 14-day free trial. Overage $10 per 1,000 monthly tracked visitors above the plan limit.

Usermaven

Usermaven is a product and marketing analytics platform with attribution layered on top.

• Best for: Growing teams that want product analytics and marketing attribution in one tool.
• Strengths:
  • The Business plan includes multi-touch attribution and paid ads attribution.
  • Web analytics, product analytics and funnels in the same product.
• Watchouts:
  • No public price on its pricing page as of October 8, 2026. You need to talk to sales.
  • Not a deep B2B pipeline suite.
• Price (verified October 8, 2026, usermaven.com/pricing): Business and Enterprise plans, no prices shown.

Dreamdata

Dreamdata is a B2B attribution platform that models the buyer journey across web, CRM and go-to-market tools.

• Best for: B2B SaaS companies with a sales motion that need account-level, multi-touch pipeline attribution.
• Strengths:
  • A free Starter plan with B2B web analytics, company identification, an audience builder and an ad spend report.
  • AI and custom attribution models on the Advanced plan.
• Watchouts:
  • Attribution sits on the Advanced plan, which is custom-priced.
  • The free plan keeps 2 months of user history.
  • Built for data-mature B2B teams. Overkill for self-serve SaaS.
• Price (verified October 8, 2026, dreamdata.io/pricing): Starter $0/mo. Advanced (attribution and activation) custom.

HockeyStack

HockeyStack calls itself an AI B2B revenue data platform. It unifies marketing, product and sales data with multi-touch attribution.

• Best for: Upper mid-market and enterprise B2B teams that want attribution inside a broad GTM analytics suite.
• Strengths:
  • Apply and compare attribution models side by side.
  • Journeys from first anonymous touch to closed-won.
  • Two-way sync with CRM, ad platforms and warehouse.
• Watchouts:
  • No published price. Plans are custom-built.
  • A poor fit for teams without an analytics or RevOps owner.
• Price (verified October 8, 2026, hockeystack.com/pricing): Quote only. The page says startup pricing is available.

Ruler Analytics

Ruler Analytics is a marketing measurement platform for lead-generation businesses with offline and CRM revenue.

• Best for: Lead-gen and service businesses whose revenue closes in a CRM.
• Strengths:
  • Multi-touch, data-driven and impression attribution, plus marketing mix modelling.
  • Pulls offline touchpoints and revenue from the CRM and sends offline revenue back to ad platforms.
  • Transparent tiered pricing in GBP, EUR and USD.
• Watchouts:
  • Priced by monthly visits, which climbs fast.
  • Built for lead-gen, not self-serve SaaS or ecommerce.
• Price (verified October 8, 2026, ruleranalytics.com/pricing): Small $400/mo (up to 10k visits), Medium $668/mo (up to 50k), Large $1,326/mo (up to 100k), Advanced $2,000/mo (from 100k). Annual billing saves 10%.

Triple Whale

Triple Whale is an ecommerce analytics and attribution platform built for Shopify brands.

• Best for: DTC and Shopify brands that want blended ROAS and paid-media attribution in one dashboard.
• Strengths:
  • A free plan.
  • Built for ecommerce paid media, with store and ad data in one view.
• Watchouts:
  • Paid tiers (Foundation, Automate, Enterprise) are priced by a combination of your annual GMV and the package, set with a slider. No fixed figure is shown.
  • Built for Shopify, not Stripe subscriptions.
• Price (verified October 8, 2026, triplewhale.com/pricing): Free plan. Foundation, Automate and Enterprise priced by annual GMV.

Northbeam

Northbeam is an ecommerce attribution and media mix modeling platform for larger DTC brands and agencies.

• Best for: Brands with serious ad spend that want multi-touch attribution plus MMM.
• Strengths:
  • Multi-touch attribution with media mix modeling for budget allocation.
  • Tiers set by ad spend, so you can see where you land.
• Watchouts:
  • Expensive, from $1,500/mo.
  • No free trial listed on the pricing page.
  • Ecommerce-first. Overkill for small budgets or SaaS.
• Price (verified October 8, 2026, northbeam.io/pricing): Starter $1,500/mo (under $1.5M a year in ad spend), Professional $3,500/mo (up to $500K a month in ad spend), Growth and Enterprise custom.

How to choose a revenue attribution tool

Start with where your revenue is recorded. It narrows the field fast.

If you are self-serve SaaS selling through Stripe, your money signal is the subscription, not a closed-won deal. You want a tool that reads Stripe directly and keeps renewals tied to the original source. Humblytics fits if you run Meta and Google Ads and want to test pages on revenue. DataFast, Faurya or AttribIQ fit if revenue by channel is all you need and price is the main constraint.

If you bill through LemonSqueezy, Paddle, Polar or Dodo, check payment coverage first. DataFast covers the most providers on this list.

If you are B2B SaaS with a sales team and long cycles, you need account-level multi-touch attribution tied to the CRM. Look at Dreamdata, HockeyStack or Cometly. Expect a sales call and, in most cases, an ops person to run it.

If you are ecommerce on Shopify, Triple Whale fits most brands, Northbeam fits high-spend brands that want MMM, and Attribution has a Shopify plan from $199/mo. For the method, see ecommerce revenue attribution.

If you are lead-gen with offline and CRM conversions, Ruler Analytics is the specialist.

Then weigh three trade-offs:

1. Depth vs setup cost. Multi-touch pipeline suites are powerful but expensive and slow to deploy. A last-touch tool tied to Stripe is faster and cheaper, and for many self-serve SaaS teams it answers the question that matters: which campaign and which page made money.
2. Ad platform coverage. If you spend on TikTok, LinkedIn or Microsoft Ads, pick a tool that connects them. Humblytics covers Meta and Google Ads; DataFast documents Meta Ads.
3. Who operates it. If you do not have a data team, choose a tool a marketer can run.

If you also run A/B tests, attribution and testing belong in one place. Otherwise you test a page in one tool and guess its revenue impact in another. See A/B testing.

Frequently asked questions

Which tool is best for Stripe revenue attribution?

For a self-serve SaaS on Stripe that runs Meta and Google Ads, Humblytics ties collected Stripe revenue to the campaign, page, funnel and A/B variant, using first-party UTM and session matching, from $79/month. If you only need revenue by channel on a small budget, DataFast starts at $9/month and also supports LemonSqueezy, Polar, Paddle and more. If you need multi-touch credit across many ad platforms and a CRM, Cometly or Attribution ($399/month for Pro) fit better.

How does Stripe revenue attribution work?

A tracking script gives each visit an ID and records its source. At checkout, your site writes that ID into Stripe metadata. When Stripe reports a payment, the attribution tool reads the ID back and credits the revenue to the visit's source. Stripe does not copy metadata between objects except in listed cases. One of them is Subscription to Invoice, so an ID stored on the Subscription follows every renewal invoice.

What is the best revenue attribution tool for B2B SaaS?

For B2B SaaS with a sales team and long cycles, Dreamdata, HockeyStack and Cometly lead on multi-touch pipeline attribution tied to the CRM. All three sell their attribution plans through a quote. For self-serve SaaS that bills through Stripe, Humblytics or DataFast read revenue from Stripe directly with published prices.

What is the best revenue attribution tool for ecommerce?

Triple Whale is built for Shopify brands and prices its paid tiers by annual GMV. Northbeam suits larger brands with heavy ad spend, from $1,500/month on Starter. Attribution has a Shopify plan from $199/month with a 14-day trial.

What is the cheapest revenue attribution tool?

Among tools with published prices checked on October 8, 2026, Faurya lists a free plan with 5,000 events a month and Starter at $7/month. DataFast starts at $9/month and AttribIQ at 9 euros/month, both at 10k events. Dreamdata has a free Starter plan for B2B web analytics, but its attribution plan is custom-priced.

First-touch vs multi-touch attribution: which should I use?

First-touch credits the first interaction; last-touch credits the last; multi-touch splits credit across the journey. Multi-touch is more accurate for long B2B cycles with many touchpoints. For short, self-serve funnels, last-touch tied to the campaign and page that produced the payment is often enough and far simpler to act on. Match the model to your sales cycle length.

Does Humblytics do multi-touch attribution?

No. Humblytics is last touch, using first-party UTM and session matching. It has no multi-touch models, no view-through, no marketing mix modeling, no TikTok or LinkedIn ads, and no Shopify Payments revenue. It reads revenue from Stripe and Foxy and ad spend from Meta and Google Ads.

Sources and freshness

Every price and vendor claim below was read from the vendor's own live page on October 8, 2026.

• Stripe metadata copy rules and limits: docs.stripe.com/metadata, retrieved October 8, 2026
• Humblytics pricing: humblytics.com/pricing, retrieved October 8, 2026
• DataFast homepage and pricing section: datafa.st, retrieved October 8, 2026 (prices read from the page's price markup, since the animated counter does not render as text)
• DataFast payment providers: datafa.st/llms.txt, retrieved October 8, 2026
• DataFast Meta Ads attribution: datafa.st/docs/meta-ads-attribution, retrieved October 8, 2026
• Faurya pricing: faurya.com/pricing, retrieved October 8, 2026
• Faurya homepage: faurya.com, retrieved October 8, 2026
• AttribIQ pricing: attribiq.com/pricing, retrieved October 8, 2026
• AttribIQ homepage and Stripe guide: attribiq.com and attribiq.com/guides/stripe-revenue-attribution, retrieved October 8, 2026
• Hyros pricing: hyros.com/pricing-ai-tracking, retrieved October 8, 2026
• Cometly pricing and homepage: cometly.com/pricing and cometly.com, retrieved October 8, 2026
• Attribution pricing: attributionapp.com/pricing, retrieved October 8, 2026
• Usermaven pricing: usermaven.com/pricing, retrieved October 8, 2026
• Dreamdata pricing: dreamdata.io/pricing, retrieved October 8, 2026
• HockeyStack pricing and homepage: hockeystack.com/pricing and hockeystack.com, retrieved October 8, 2026
• Ruler Analytics pricing and homepage: ruleranalytics.com/pricing and ruleranalytics.com, retrieved October 8, 2026
• Triple Whale pricing: triplewhale.com/pricing, retrieved October 8, 2026
• Northbeam pricing: northbeam.io/pricing, retrieved October 8, 2026