Independently tested ranking
Best Marketing Attribution Software in 2026
We compared 10 marketing attribution tools for ecommerce, B2B and lead-gen teams on tracking accuracy, attribution models, MMM, CRM revenue matching and pricing.
- Tools compared
- 10
- With a free plan
- 2 of 10
- Median entry price
- Varies
- Average rating
- 4.5
On this page
- Quick answer
- Our top picks
- Key takeaways
- What is marketing attribution software?
- Comparison table
- The 10 best marketing attribution software
- Best marketing attribution software by need
- What to look for
- How much marketing attribution software cost
- How we ranked them
- How to choose marketing attribution software
- FAQ
- About the reviewer
- Related rankings
What is the best marketing attribution software?
The best marketing attribution software in 2026 is Triple Whale for Shopify and DTC brands, Northbeam for scaling ecommerce ad spend with MTA and MMM, Rockerbox for brands that also buy TV, podcast and direct mail, HockeyStack for B2B SaaS pipeline attribution and Hyros for high-ticket funnels with sales calls. Google Analytics 4 is free and gives you data-driven attribution as a baseline, and Triple Whale's Founders Dash is a free starting point.
Our top picks
Best overall
Triple Whale
Attribution, profit and creative analytics for Shopify brands in one dashboard, with a free Founders Dash to start.
Paid plans from Scales with GMV
See why we picked itBest for B2B
HockeyStack
Ties website, ads, email and sales touches to real Salesforce or HubSpot pipeline, with account journeys and no-code reports.
Paid plans from Custom
See why we picked itBest free
Google Analytics 4
Free data-driven and last-click attribution with Google Ads links and BigQuery export, the baseline every team should run.
Paid plans from Free (360 custom)
See why we picked itKey takeaways
- Pick by business model first. Ecommerce tools (Triple Whale, Northbeam, Wicked Reports) attribute orders. B2B tools (HockeyStack, Dreamdata, Factors.ai, Ruler Analytics) attribute pipeline and closed deals from your CRM.
- Start free. Google Analytics 4 is free and compares data-driven and last-click attribution, and Triple Whale has a free Founders Dash for Shopify stores.
- Most paid attribution tools are quote-based. Prices usually scale with store revenue, ad spend, tracked revenue or accounts identified, so get a quote at your real volume.
- Sending data back to ad platforms matters. Northbeam Apex, Hyros, Wicked Reports, Dreamdata and Ruler push better conversion data to Meta, Google or LinkedIn so bidding optimizes on real sales.
- No single model is the truth. Compare first-click, last-click and multi-touch views, and add media mix modeling or incrementality tests (Northbeam, Rockerbox) once spend is large.
What is marketing attribution software?
Marketing attribution software tracks the ads, emails, visits and sales touches that lead to a purchase or deal and assigns credit to each channel, and the best marketing attribution software does it with your own first-party data instead of the inflated numbers each ad platform reports on its own. That gives you one view of what really drives revenue.
To be useful, a marketing attribution tool needs to do four jobs. It must capture touchpoints reliably with its own pixel or tracking script, match them to real orders or CRM revenue, let you compare attribution models such as first-touch vs last-touch and multi-touch, and turn the results into budget decisions. Ecommerce brands need order, ROAS and LTV views; B2B teams need account-level journeys and pipeline. Larger advertisers add media mix modeling and incrementality testing for channels clicks cannot measure.
Best marketing attribution software compared
| # | Tool | Best for | Free plan | Paid plans from | Our rating |
|---|---|---|---|---|---|
| 1 | Triple Whale |
Shopify and DTC brands | Yes (Founders Dash) | Scales with GMV | ★4.5 |
| 2 |  Northbeam |
Scaling DTC ad spend | No | Scales with ad spend | ★4.5 |
| 3 |  Rockerbox |
Online plus offline media | No | Custom | ★4.4 |
| 4 | HockeyStack | B2B SaaS pipeline attribution | No | Custom | Not yet reviewed |
| 5 |  Dreamdata |
Account-based B2B journeys | Ask vendor | Higher | ★4.7 |
| 6 |  Factors.ai |
ABM, intent and attribution | Ask vendor | Scales with accounts | ★4.6 |
| 7 | Hyros | Info products and sales calls | No | Custom | Not yet reviewed |
| 8 | Ruler Analytics | Closed-loop lead-gen attribution | No | Custom | Not yet reviewed |
| 9 | Wicked Reports | Subscription and LTV attribution | No | Scales with revenue tracked | Not yet reviewed |
| 10 | Google Analytics 4 |
Free data-driven attribution | Yes (standard GA4) | Free (360 custom) | ★4.2 |
Ratings are MakeSuccessOnline's. Prices are the cheapest paid plan, billed monthly unless marked annual, checked November 2026. Most attribution tools price by revenue, ad spend or volume and quote on request.
The 10 best marketing attribution software in 2026
The right attribution tool depends on what you sell. The first three picks are built for ecommerce and consumer brands, the next five for B2B and lead-gen, and GA4 is the free baseline everyone should run.
#1Best for Shopify and DTC brands
Triple Whale
An analytics and attribution platform for Shopify and DTC brands that combines store, ad and pixel data in one dashboard with AI agents for analysis.
- Paid plans from
- Scales with GMV
- Free plan
- Yes (Founders Dash)
- Best for
- Shopify and DTC ecommerce brands and their agencies
- Works on
- Web, iOS, Android
Triple Whale is an attribution and analytics platform built for Shopify brands. It joins Shopify orders with spend from Meta, Google, TikTok, Snapchat and Pinterest, then shows blended ROAS, MER and contribution margin in one live dashboard, so you stop reconciling five ad managers in a spreadsheet. A mobile app keeps those numbers on your phone.
Its Triple Pixel records customer journeys on your store, and the multi-touch attribution view lets you compare first-click, last-click and linear credit by channel and creative. Moby AI answers questions about your store and ad data in plain language. The free Founders Dash covers core metrics, while attribution and AI features sit on paid plans that scale with GMV.
Key features
- Triple PixelA first-party pixel that records customer journeys on your store, so orders are attributed to ad channels more reliably than Meta or Google's own reporting.
- Multi-touch attributionCompare first-click, last-click, linear and other models side by side to see how prospecting and retargeting channels share credit for sales.
- Profit and P&L trackingAdds product costs, shipping and fees so you judge ads on contribution margin rather than revenue alone.
- Creative analyticsShows which ad creatives drive sales across platforms, which helps you decide what to scale and what to cut.
- Moby AIAI agents and chat answer questions about store and ad data and automate routine analysis, useful for lean teams without an analyst.
Pricing
| Plan | Price | What you get |
|---|---|---|
| Founders Dash | $0 | Core metrics dashboard per store; attribution and advanced features need a paid plan |
| Paid plans (Starter and up) | Higher (scales with GMV) | Triple Pixel attribution, deeper analytics and AI features, billed monthly or annual |
| Enterprise | Custom | Advanced attribution and modeling, dedicated support for larger brands |
List prices as of November 2026; plans change often, so check the vendor's pricing page before you buy. Paid plans scale with your store's revenue (GMV).
Pros and cons
Pros
- Free dashboard tier to start
- Built specifically for Shopify brands
- Attribution, creative and profit views in one place
- Strong mobile app for founders
Cons
- Pricing scales with revenue and is not always shown upfront
- Best value only for Shopify and DTC stores
- Attribution numbers still need sense-checking against other sources
Is it right for you?
Choose Triple Whale ifYou run a Shopify brand spending on Meta, Google and TikTok and want attribution, profit and creative data in one daily dashboard.
Look elsewhere ifYou sell B2B or generate leads rather than online orders, or your store is not on Shopify.
#2Best for scaling ecommerce ad spend with MTA and MMM
Northbeam
A marketing measurement platform for ecommerce brands that combines multi-touch attribution and media mix modeling to guide ad spend.
- Paid plans from
- Scales with ad spend
- Free plan
- No
- Best for
- Mid-size and large DTC and ecommerce brands with significant paid media budgets
- Works on
- Web
Northbeam is built for ecommerce brands that have outgrown platform-reported ROAS. Its multi-touch attribution uses first-party pixel data and machine learning to credit sales across paid, owned and organic channels, and it models view-through impact from channels like Meta and TikTok instead of counting clicks only. That matters most when prospecting video drives sales it never gets click credit for.
For budget planning, MMM+ estimates channel contribution at a higher level, and profitability benchmarks set target ROAS and CAC by channel so you know when to scale or cut. Northbeam Apex sends its attribution data back to ad platforms such as Meta to improve their optimization. Expect a learning curve and a setup period before numbers settle.
Key features
- Multi-touch attributionCredits sales across paid, owned and organic channels using first-party pixel data and machine learning, rather than each platform's own claims.
- Clicks plus modeled viewsAccounts for view-through impact from Meta and TikTok, so upper-funnel video and social ads are not undervalued.
- Media mix modeling (MMM+)Models channel contribution at a higher level to plan budgets beyond what click data can show.
- Northbeam ApexSends Northbeam's attribution data back to ad platforms such as Meta, so their algorithms optimize on better signals.
- Profitability benchmarksSets target ROAS and CAC by channel, turning attribution reports into clear scale-or-cut decisions.
Pricing
| Plan | Price | What you get |
|---|---|---|
| Starter | Higher (scales with ad spend or pageviews) | Core attribution dashboards |
| Professional / Enterprise | Custom | Advanced modeling, MMM and dedicated support |
List prices as of November 2026; plans change often, so check the vendor's pricing page before you buy. No free plan; pricing scales with ad spend or pageviews.
Pros and cons
Pros
- Modeling goes beyond platform-reported ROAS
- Combines MTA and MMM in one tool
- Strong ad and creative-level detail
- Feeds better data back to ad platforms
Cons
- No free plan and limited public pricing
- Expensive for small brands
- Needs clean tracking and time to calibrate
Is it right for you?
Choose Northbeam ifYou spend heavily across several paid channels and need guidance on where the next dollar of budget should go.
Look elsewhere ifYou run a small store with low ad spend or a B2B business with long sales cycles.
#3Best for unified MTA, MMM and incrementality testing
Rockerbox
A marketing measurement platform that unifies multi-touch attribution, media mix modeling and incrementality testing for consumer brands.
- Paid plans from
- Custom
- Free plan
- No
- Best for
- Mid-market and enterprise consumer and DTC brands with broad online and offline media mixes
- Works on
- Web
Rockerbox is a full measurement platform for consumer brands whose spend goes well beyond Meta and Google. It collects and de-duplicates touchpoints from every channel into one dataset, then layers multi-touch attribution, media mix modeling and incrementality testing on top, so you can cross-check one method against another. No single method has to carry every decision.
Its edge is channels that clicks cannot measure: linear TV, podcasts and direct mail. Unified data exports to Snowflake, BigQuery or Redshift for in-house analysts. DoubleVerify acquired Rockerbox in 2025 and still sells it under the Rockerbox name. Expect a custom quote and an implementation project rather than self-serve setup.
Key features
- Data foundationCollects and de-duplicates marketing touchpoints from every channel into one clean dataset, the base every model depends on.
- Multi-touch attributionAssigns credit to digital and offline touchpoints across the customer journey.
- Media mix modelingEstimates channel contribution with statistical models, including channels that cannot be tracked by clicks.
- Incrementality testingHelps design and read tests that show whether a channel truly drives extra sales or just takes credit for them.
- Offline and TV/podcast trackingBrings in linear TV, direct mail and podcasts, and syncs everything to Snowflake, BigQuery or Redshift.
Pricing
| Plan | Price | What you get |
|---|---|---|
| Custom | Custom | Attribution, MMM and testing modules, quoted by data volume and modules |
List prices as of November 2026; plans change often, so check with the vendor before you buy. Pricing is sales-quoted by data volume and modules.
Pros and cons
Pros
- MTA, MMM and testing in one platform
- Strong coverage of offline and hard-to-track channels
- Exports data to your own warehouse
- Backed by DoubleVerify after the acquisition
Cons
- No public pricing
- Built for larger brands and budgets
- Implementation takes time and data work
Is it right for you?
Choose Rockerbox ifYou are a consumer brand spending across TV, podcasts, direct mail and digital and want all measurement in one place and in your warehouse.
Look elsewhere ifYou are a small Shopify store or a B2B lead-gen company.
#4Best for B2B SaaS revenue attribution
HockeyStack
A B2B go-to-market analytics platform that joins website, ad, CRM and sales data to attribute pipeline and revenue to marketing and sales activity.
- Paid plans from
- Custom
- Free plan
- No
- Best for
- B2B SaaS marketing, revenue operations and sales teams
- Works on
- Web
HockeyStack is B2B revenue attribution for SaaS teams that need to prove marketing's effect on pipeline. It joins its own cookieless website tracking with LinkedIn Ads, Google Ads, Marketo, Outreach and Salesloft data, then credits pipeline and closed revenue in Salesforce or HubSpot to every touchpoint. Revenue teams finally see marketing and sales activity in one model.
Account journeys show every touch a company had across web, ads, email, sales and events in one timeline, which is how B2B deals really happen. The no-code report builder handles funnel, attribution and pipeline reports without SQL, and an AI layer surfaces what drives pipeline. Pricing is sales-quoted. Plan on clean CRM data before you start.
Key features
- Multi-touch revenue attributionCredits pipeline and closed revenue to every touchpoint, with several attribution models to compare.
- Account and customer journeysShows every touch an account had across web, ads, email, sales and events in one timeline.
- Cookieless website trackingIts own tracking script captures site visits and ties them to accounts and contacts.
- CRM syncConnects to Salesforce and HubSpot so attribution reflects real opportunities and revenue, not form fills.
- No-code report builderBuilds funnel, attribution and pipeline reports without SQL, so marketers do not wait on a data team.
Pricing
| Plan | Price | What you get |
|---|---|---|
| Custom | Custom | Attribution, journey analytics and reporting, sales-quoted |
List prices as of November 2026; plans change often, so check with the vendor before you buy. Pricing is sales-quoted.
Pros and cons
Pros
- Ties marketing and sales activity to real pipeline
- Strong account-level journey views
- Flexible no-code reporting
- Faster to useful dashboards than building in a warehouse
Cons
- No public pricing or free plan
- Aimed at funded B2B teams, not small businesses
- Value depends on clean CRM data
Is it right for you?
Choose HockeyStack ifYou run marketing or RevOps at a B2B SaaS company and need to show which channels and campaigns create pipeline.
Look elsewhere ifYou run an ecommerce or DTC brand, or a small business without a CRM.
#5Best for account-based B2B attribution and LinkedIn ads
Dreamdata
A B2B revenue attribution platform that builds account-based customer journeys from CRM, ad and website data to show which activities create pipeline.
- Paid plans from
- Higher
- Free plan
- Ask vendor
- Best for
- B2B SaaS and tech companies with multi-touch, multi-stakeholder sales cycles
- Works on
- Web
Dreamdata is an account-based attribution platform for B2B companies where several people research, evaluate and sign a deal. It builds customer journeys from HubSpot or Salesforce, LinkedIn Ads, Google Ads and website data, then shows which channels, campaigns and content contributed to pipeline and revenue. Every stakeholder's visits, ad clicks and form fills roll up to one account timeline.
It is especially useful for LinkedIn-heavy B2B advertisers. Audience activation syncs high-intent accounts to LinkedIn and Google, and conversion sync sends offline conversions back so bidding optimizes for pipeline instead of form fills. Data teams can query the modeled data in a warehouse such as BigQuery. Paid plans do not list a fixed price, and Enterprise is sales-quoted for larger teams.
Key features
- Multi-touch B2B attributionCredits pipeline and revenue across the full account journey with several models, including data-driven options.
- Account-based customer journeysStitches touches from every person at an account into one timeline, matching how B2B buying actually works.
- Audience activationSyncs high-intent account audiences to ad platforms such as LinkedIn and Google.
- Conversion sync to ad platformsSends offline conversions back to ad platforms so bidding optimizes for pipeline, not just form fills.
- Data warehouse accessExposes the modeled data in a warehouse such as BigQuery for custom analysis.
Pricing
| Plan | Price | What you get |
|---|---|---|
| Paid plans | Higher | Attribution, journeys and audience activation |
| Enterprise | Custom | Advanced data access and support for larger teams |
List prices as of November 2026; plans change often, so check the vendor's pricing page before you buy.
Pros and cons
Pros
- Built specifically for B2B account-based journeys
- Strong LinkedIn and ad platform activation
- Warehouse access for data teams
- Clear pipeline-focused reporting
Cons
- Needs clean CRM data to be accurate
- Pricing is not fully transparent
- Higher tiers are costly for small teams
Is it right for you?
Choose Dreamdata ifYou run LinkedIn and Google ads for a B2B company with long, multi-stakeholder deals and want ad platforms to optimize for pipeline.
Look elsewhere ifYou sell to consumers online, or you do not have a CRM with reliable deal data.
#6Best for ABM teams that want visitor ID plus attribution
Factors.ai
A B2B platform that identifies companies visiting your website, scores account intent and attributes pipeline across ads, web and CRM.
- Paid plans from
- Scales with accounts
- Free plan
- Ask vendor
- Best for
- B2B SaaS marketing and sales teams running account-based marketing
- Works on
- Web
Factors.ai suits B2B teams running account-based marketing who want attribution and pipeline signals in the same place. It reveals which companies visit your site using reverse-IP and data enrichment, scores account intent from website, ad, G2 and CRM signals, and attributes pipeline and revenue across channels. It is built for teams that target named accounts.
Sales gets real-time Slack alerts when target accounts visit key pages, and account timelines show every touch across channels. LinkedIn ads insights show account-level engagement and help you focus spend on engaged accounts. It works with HubSpot and Salesforce, and the attribution is only as good as your CRM hygiene.
Key features
- Website visitor identificationReveals which companies visit the site using reverse-IP and data enrichment, even when they do not fill in a form.
- Account intent scoringCombines website, ad, G2 and CRM signals to score which accounts are in-market.
- Multi-touch attributionAttributes pipeline and revenue across channels and touchpoints.
- LinkedIn ads insightsShows account-level LinkedIn ad engagement and helps target the accounts that are already engaged.
- Real-time Slack alertsNotifies sales when target accounts visit key pages, so attribution data turns into timely outreach.
Pricing
| Plan | Price | What you get |
|---|---|---|
| Paid plans | Higher (scales with accounts identified) | Account identification, intent scoring and attribution |
| Enterprise | Custom | Advanced attribution, integrations and support |
List prices as of November 2026; plans change often, so check the vendor's pricing page before you buy. Pricing scales with the number of accounts identified.
Pros and cons
Pros
- Visitor ID, intent and attribution in one tool
- Strong LinkedIn and G2 signal integration
- Useful real-time alerts for sales
- Fits ABM workflows
Cons
- Visitor identification match rates vary
- Pricing scales with accounts and can climb
- Depends on CRM hygiene for attribution
Is it right for you?
Choose Factors.ai ifYou run ABM with heavy LinkedIn spend and want account identification, intent and attribution without buying three tools.
Look elsewhere ifYou run an ecommerce, DTC or B2C business.
#7Best for high-ticket funnels and call-based sales
Hyros
An ad tracking and attribution platform that ties sales and calls back to the ads that drove them and feeds that data back to ad platforms.
- Paid plans from
- Custom
- Free plan
- No
- Best for
- Info-product sellers, coaches, ecommerce brands and agencies spending heavily on paid ads
- Works on
- Web app; tracking script for websites and funnels
Hyros is ad tracking software built for advertisers whose sales do not always happen in a web checkout. Its print tracking matches each lead and sale to its traffic source using several identifiers, and call tracking attribution credits booked calls and sales closed on the phone back to the ad that produced the lead.
It then sends tracked conversions and revenue back to Meta and Google so their bidding optimizes on real sales. Lifetime value reporting follows repeat purchases and subscriptions back to the original ad. It connects with ClickFunnels, Stripe and Shopify, comes with done-with-you onboarding, and is priced on tracked revenue after a sales call.
Key features
- Print trackingMatches each lead and sale to its traffic source using several identifiers rather than browser cookies alone, which makes attribution more reliable after iOS privacy changes.
- Call tracking attributionAttributes booked calls and sales made on calls back to the ad that generated the lead, essential for high-ticket funnels.
- AI ad optimization (conversion syncing)Sends tracked conversions and revenue back to Meta and Google so their algorithms optimize on real sales.
- Lifetime value reportingCredits repeat purchases and subscriptions to the original source, so you judge ads on long-term value.
- Ad-level reportingShows revenue, ROAS and sales by campaign, ad set and individual ad across platforms in one dashboard.
Pricing
| Plan | Price | What you get |
|---|---|---|
| Hyros | Custom | Ad tracking, attribution reporting and conversion syncing, priced on tracked revenue |
List prices as of November 2026; plans change often, so check with the vendor before you buy. Pricing is sales-quoted and based on tracked revenue.
Pros and cons
Pros
- Strong attribution for paid social and high-ticket funnels
- Tracks calls and offline sales, not just checkouts
- Feeds better conversion data back to ad platforms
- Done-with-you onboarding
Cons
- No public pricing; you must book a sales call
- Expensive for small advertisers
- Setup needs tracking on every funnel step
Is it right for you?
Choose Hyros ifYou sell courses, coaching or high-ticket offers through paid ads and sales calls and need to know which ads produce paying customers.
Look elsewhere ifYou have low ad spend, want self-serve sign-up, or run a B2B company with long CRM-driven sales cycles.
#8Best for lead-gen businesses tracking calls, forms and chats
Ruler Analytics
A closed-loop attribution tool that tracks calls, forms and chats back to their marketing source and matches them to revenue in your CRM.
- Paid plans from
- Custom
- Free plan
- No
- Best for
- B2B and lead-generation businesses, and the agencies that serve them
- Works on
- Web app; JavaScript tracking tag for websites
Ruler Analytics is closed-loop attribution for businesses that win customers through leads rather than online checkouts. It follows each visitor across sessions, uses dynamic number insertion to show which campaign or keyword drove a phone call, and captures the source of form fills and live chats before passing it into Salesforce, HubSpot or Pipedrive.
When deals close, Ruler pulls the revenue back and matches it to the original touchpoints, so you see revenue by channel instead of leads by channel. It sends that revenue to GA4, Google Ads, Meta, LinkedIn and Microsoft Ads, and adds marketing mix modeling. Agencies use it to prove ROI to clients.
Key features
- Call trackingDynamic number insertion shows which campaign, keyword or page drove each phone call.
- Form and live chat trackingCaptures the marketing source of form fills and chats and passes it into your CRM with the lead.
- Closed-loop revenue attributionPulls closed deal values back from your CRM and matches them to the original touchpoints, so you see revenue rather than lead counts by channel.
- Revenue sync to ad platforms and GA4Sends revenue data into Google Analytics and ad platforms so reporting and bidding reflect real sales.
- Attribution modelsCompare first-click, last-click, linear and other models across long sales cycles.
Pricing
| Plan | Price | What you get |
|---|---|---|
| Ruler Analytics | Custom | Call, form and chat tracking with CRM revenue attribution, priced on features and volume |
List prices as of November 2026; plans change often, so check the vendor's pricing page before you buy. Pricing is based on features and volume.
Pros and cons
Pros
- Ties marketing to actual CRM revenue, not just leads
- Covers calls, forms and chats in one tool
- Good fit for long B2B sales cycles
- Sends revenue back to GA4 and ad platforms
Cons
- Pricing is not fully self-serve
- Value depends on a clean CRM setup
- Reports take time to fill as deals close
Is it right for you?
Choose Ruler Analytics ifYour leads arrive by phone, form or chat and you, or your agency, need to show which channels produce closed revenue.
Look elsewhere ifYou run an ecommerce store with simple online checkouts or a small site with few leads.
#9Best for subscription and repeat-purchase LTV
Wicked Reports
A marketing attribution tool that connects ad clicks and emails to first purchases, repeat orders and subscription revenue.
- Paid plans from
- Scales with revenue tracked
- Free plan
- No
- Best for
- Ecommerce, subscription and info-product businesses running paid ads and email
- Works on
- Web app
Wicked Reports is marketing attribution for businesses where the first sale is not the whole story. It connects Meta and Google ad clicks and email activity from Klaviyo, ActiveCampaign or Keap to first purchases, repeat orders and subscription revenue in Shopify or Stripe, so campaigns are judged on long-term ROI.
FunnelVision shows how top, middle and bottom-of-funnel campaigns contribute to sales over time, which stops prospecting ads from looking unprofitable. Cohort reports compare customers by when and how they were acquired, and attributed conversions are sent back to Meta to improve ad delivery. Pricing scales with revenue or contacts tracked.
Key features
- Customer lifetime value trackingCredits repeat purchases and subscription renewals back to the original source, so you judge campaigns on long-term ROI.
- FunnelVisionShows how top-of-funnel, middle and bottom campaigns contribute to sales over time, so prospecting ads are not undervalued.
- Multi-touch attribution modelsCompare first-click, last-click, linear and full-impact attribution for both ads and emails.
- Cohort reportsGroups customers by when and how they were acquired to compare how their revenue builds over time.
- Conversion data back to MetaSends attributed conversions back to Meta so ad delivery can optimize on better data.
Pricing
| Plan | Price | What you get |
|---|---|---|
| Paid plans | Higher (scales with revenue or contacts tracked) | Multi-touch attribution, LTV and cohort reporting |
List prices as of November 2026; plans change often, so check the vendor's pricing page before you buy. No free plan.
Pros and cons
Pros
- Strong focus on lifetime value and repeat revenue
- Helps justify top-of-funnel ad spend
- Combines ads and email attribution
- Connects with common ecommerce and CRM tools
Cons
- No free plan
- Pricing climbs with business size
- Reporting takes time to learn
Is it right for you?
Choose Wicked Reports ifYou run a subscription or repeat-purchase brand using Meta ads and email and want to judge campaigns on LTV.
Look elsewhere ifYou have little ad spend, need a free tool, or run a B2B company with long CRM sales cycles.
#10Best free attribution baseline
Google Analytics 4
Google's free event-based analytics platform for measuring traffic, engagement and conversions across websites and apps.
- Paid plans from
- Free (360 custom)
- Free plan
- Yes (standard GA4)
- Best for
- Any business with a website or app, from small sites to enterprises (via Analytics 360)
- Works on
- Web app; Google tag, Google Tag Manager and Firebase SDKs for iOS and Android; mobile app for reports
Google Analytics 4 is the free starting point for marketing attribution. Mark the actions that matter as key events, and GA4 lets you compare data-driven and last-click attribution across channels, with ecommerce reports that show revenue by product, channel and campaign. For many small businesses, that answers the basic question of where sales come from.
Its limits show as you grow. Attribution leans toward Google's own channels and models, some reports are sampled or thresholded, and it does not pull closed deals from a CRM. Use it as a baseline, link it to Google Ads and Search Console, export raw events to BigQuery for free, and add a dedicated tool when spend justifies one.
Key features
- Key events and attributionMark the actions that matter as key events and compare data-driven and last-click attribution across channels.
- Google Ads and Search Console linksSee which campaigns and queries bring visitors who convert, and send key events back to Google Ads to improve bidding.
- Ecommerce reportingTrack product views, add-to-carts, checkouts and purchases to see revenue by product, channel and campaign.
- Free BigQuery exportSend raw event data to BigQuery so analysts can build custom attribution or join it with CRM data.
- Consent mode supportWorks with Google consent mode to adjust tracking and model missing data when visitors decline cookies.
Pricing
| Plan | Price | What you get |
|---|---|---|
| Standard | Free | Full GA4 reporting, explorations, audiences, Google Ads links and BigQuery export |
| Analytics 360 | Custom | Higher data limits, more properties and custom dimensions, SLAs and enterprise support |
List prices as of November 2026; plans change often, so check Google's comparison page before you upgrade. Standard GA4 is free; data limits apply.
Pros and cons
Pros
- Free, with no traffic cap for most sites
- Data-driven attribution at no cost
- Best link to Google Ads and Search Console
- Free raw data export to BigQuery
Cons
- Attribution leans toward Google's own channels and models
- Interface and reports are hard to learn
- No CRM-revenue attribution for B2B
Is it right for you?
Choose Google Analytics 4 ifYou want free attribution reporting today, advertise on Google Ads, or need a baseline to check a paid tool against.
Look elsewhere ifYou need B2B pipeline attribution from your CRM or an unbiased view across Meta, TikTok and offline channels.
Best marketing attribution software by need
- Shopify and DTC brandsTriple Whale
- Scaling ecommerce ad spend with MMMNorthbeam
- TV, podcast and direct mail measurementRockerbox
- B2B SaaS pipeline attributionHockeyStack
- LinkedIn-heavy B2B advertisingDreamdata
- ABM with visitor identificationFactors.ai
- High-ticket funnels and sales callsHyros
- Lead-gen with calls and formsRuler Analytics
- Subscription and LTV attributionWicked Reports
What to look for in marketing attribution software
- First-party trackingA pixel or tracking script you own, such as Triple Pixel or Hyros print tracking, records journeys more reliably than browser cookies and platform reporting alone.
- Multiple attribution modelsYou should be able to switch between first-click, last-click, linear and multi-touch or data-driven models and see how each channel's credit changes.
- Revenue matchingEcommerce tools should tie credit to Shopify orders, profit and LTV. B2B tools should pull closed deal values from Salesforce or HubSpot, not stop at form fills.
- Conversion sync to ad platformsSending attributed conversions back to Meta, Google or LinkedIn helps their bidding optimize on real sales or pipeline instead of clicks.
- MMM and incrementalityMedia mix modeling and incrementality testing measure channels that clicks miss, such as TV, podcasts and view-through, and check whether a channel truly adds sales.
- Pricing that fits your volumeMost attribution software pricing scales with GMV, ad spend, tracked revenue or accounts. Ask what you would pay at today's volume and at twice that.
How much does marketing attribution software cost in 2026?
Marketing attribution software ranges from free to custom enterprise contracts. GA4 and Triple Whale's Founders Dash cost nothing, but almost every paid tool on this list prices by store revenue, ad spend, tracked revenue or accounts, and quotes on request.
| Tier | Typical price | Tools at this level | Who it suits |
|---|---|---|---|
| Free | $0 | Google Analytics 4 (standard), Triple Whale Founders Dash | Small stores and sites that need a baseline view of channels and conversions |
| Volume-based ecommerce plans | Scales with GMV, ad spend or tracked revenue | Triple Whale paid plans, Northbeam Starter, Wicked Reports, Hyros | DTC, subscription and info-product brands with meaningful paid media budgets |
| B2B platforms without fixed prices | Quote or volume-based | HockeyStack, Dreamdata, Factors.ai, Ruler Analytics | B2B SaaS and lead-gen teams that need CRM-matched pipeline and revenue |
| Enterprise measurement | Custom | Rockerbox, Northbeam Professional / Enterprise, Triple Whale Enterprise, Analytics 360 | Large brands running MMM, incrementality tests and offline channels |
Price levels from vendor pricing information, November 2026. Most paid attribution tools do not publish fixed prices; your quote depends on revenue, ad spend or data volume.
Because attribution software pricing scales with your size, ask every vendor for a quote at today's revenue or ad spend and at the level you expect in a year. Compare the cost with the budget you could move: a tool that helps you shift spend away from a weak channel can pay for itself, but if your ad budget is small, GA4 plus each platform's own reporting is usually enough. Ask what onboarding, extra seats and modeling modules add to the price.
How we chose the best marketing attribution software
We started with the attribution and analytics tools in the MakeSuccessOnline directory, then added well-known attribution platforms we have not yet reviewed, such as HockeyStack, Hyros, Ruler Analytics and Wicked Reports. We compared each on the criteria below using hands-on reviews where available, vendor documentation and product material, and current pricing information checked in November 2026. We grouped tools by the business models they fit, because ecommerce and B2B attribution solve different problems.
- Tracking accuracyFirst-party pixel or script quality, de-duplication and how well orders, calls or deals are matched to touchpoints.25%
- Attribution and modeling depthChoice of models, plus MMM, view-through and incrementality testing where offered.20%
- Revenue connectionLinks to Shopify orders, profit and LTV, or to closed CRM revenue for B2B.20%
- ActionabilityConversion sync to ad platforms, budget benchmarks and reports that lead to clear decisions.15%
- Pricing and valueFree options, pricing transparency and cost relative to ad spend.10%
- Ease of setup and useHow quickly a team gets trustworthy numbers without a data engineer.10%
How to choose marketing attribution software
- Start with your business modelIf customers buy online, shortlist ecommerce tools like Triple Whale, Northbeam or Wicked Reports. If deals close in a CRM, look at HockeyStack, Dreamdata, Factors.ai or Ruler Analytics. Call-driven funnels point to Hyros or Ruler.
- Set up GA4 firstConfigure key events and ecommerce tracking in Google Analytics 4 so you have a free baseline to compare any paid attribution tool against.
- List every channel you pay forIf you buy TV, podcasts or direct mail, you need MMM or offline tracking like Rockerbox. If spend is mostly Meta and Google, a pixel-based multi-touch tool may be enough.
- Decide which revenue you care aboutFirst-order ROAS, contribution margin, LTV or closed-won pipeline each point to different tools. Subscription brands should weight LTV tracking heavily.
- Check integrations and data returnConfirm the tool connects to your store or CRM and ad platforms, and whether it sends conversions back to Meta, Google or LinkedIn for better bidding.
- Get quotes at real volumeAsk for pricing at your current revenue, ad spend or account count, and plan for a calibration period before you move large budgets on the numbers.
Check during the free trial
- Do attributed sales or deals reconcile with your actual Shopify orders or CRM revenue?
- How different are the numbers from GA4 and each ad platform, and can the vendor explain why?
- Can you switch attribution models and see how channel credit changes?
- Does it send conversions back to your ad platforms, and on which plan?
- How long until the data is stable enough to make budget decisions?
Red flags
- Claims of perfect or 100% accurate attribution
- Numbers that never reconcile with your store or CRM totals
- No way to compare attribution models or see the method
- Quotes that jump sharply as revenue grows, with no clear tiers
- Long contracts required before you have seen your own data in the tool
Marketing attribution software FAQ
What is the best marketing attribution software?
The best marketing attribution software depends on your business model. Triple Whale is the top pick for Shopify and DTC brands, Northbeam for scaling ecommerce ad spend with MMM, HockeyStack for B2B SaaS pipeline attribution, Hyros for high-ticket funnels with sales calls and Ruler Analytics for lead-gen businesses. Google Analytics 4 is the best free baseline.
Is there free marketing attribution software?
Yes. Google Analytics 4 is free and compares data-driven and last-click attribution across channels, and Triple Whale's Founders Dash is a free dashboard for Shopify stores, though its attribution features need a paid plan. Most dedicated attribution tools, including Northbeam, Hyros and Wicked Reports, have no free plan.
How much does marketing attribution software cost?
Apart from free GA4 and Triple Whale's Founders Dash, most marketing attribution software is quote-based. Ecommerce tools like Triple Whale, Northbeam, Hyros and Wicked Reports scale with store revenue, ad spend or tracked revenue. B2B platforms such as HockeyStack, Dreamdata and Factors.ai do not publish fixed prices (Factors.ai scales with accounts identified), and enterprise tools like Rockerbox are fully custom.
Triple Whale vs Northbeam: which is better?
Triple Whale is better for most Shopify brands that want attribution, profit tracking and creative analytics in one dashboard, with a free tier to start. Northbeam is better for brands spending heavily across many channels that need machine-learning attribution, modeled view-through, media mix modeling and data sent back to Meta through Apex.
What is the difference between multi-touch attribution and media mix modeling?
Multi-touch attribution tracks individual journeys and credits each click or touch before a sale. Media mix modeling uses statistical models on aggregate spend and sales to estimate each channel's contribution, including TV, podcasts and view-through that clicks miss. Northbeam and Rockerbox offer both, and Rockerbox adds incrementality testing.
What is the best attribution software for B2B and SaaS?
HockeyStack is the strongest all-round B2B pick, tying web, ads, email and sales touches to Salesforce or HubSpot pipeline. Dreamdata suits LinkedIn-heavy, account-based teams, Factors.ai adds visitor identification and intent for ABM, and Ruler Analytics is best when leads come in by phone, form or chat.
Is Google Analytics 4 good enough for attribution?
GA4 is good enough for many small businesses because it offers free data-driven attribution, ecommerce reports and Google Ads links. It falls short when you need an unbiased view across Meta, TikTok and offline channels, closed CRM revenue for B2B, or lifetime value by acquisition source. That is when a dedicated tool pays off.
How do I choose marketing attribution software?
Choose by business model first: ecommerce tools attribute orders, B2B tools attribute CRM pipeline. Then match the tool to your channels, the revenue metric you care about (ROAS, profit, LTV or pipeline) and your budget. Run GA4 as a baseline, check that numbers reconcile with real sales, and get quotes at your actual volume.
About the reviewer
Editor & Reviewer, MakeSuccessOnline
William Harrison is an editor and reviewer at MakeSuccessOnline. He reviews each tools ranking before it goes live, checking plans, prices, free tiers and features against the tool's own documentation, and keeps rankings current as tools change.