11 Best Marketing Attribution Software: Compared in 2026

Google Ads says it drove 40 conversions. Meta claims 32. TikTok takes credit for another 18. Add them up and you have more conversions than actual sales.

Each platform grades its own homework.

Marketing attribution software fixes that, giving you one number you can defend in a budget meeting.

Picking the right tool is harder than it sounds. Pricing ranges from free (GA4) to over $30,000 a year (HockeyStack, Dreamdata, Marketo Measure), and tools built for B2B SaaS rarely fit Shopify stores.

Platform numbers also run high for a less obvious reason. When researchers checked 15 large Facebook ad experiments, the usual ways of estimating ad impact were often off by a factor of three. We cover why in our guide to advertising effectiveness measurement.

Below are 11 marketing attribution tools that actually deliver in 2026.

Marketing attribution software compared

Here's how the 11 marketing attribution tools compare on who they suit, starting price and the features that matter most, as of November 2026.

Marketing attribution software compared (November 2026)

Tool	Best for	Paid plan from	Ad platform conversion sync	Multi-touch models	Cookieless option	Warehouse export	Category
SourceLoop	Agencies, lead-gen businesses, SaaS	$49/mo	Yes	Yes	Yes	Yes	All-in-one
HockeyStack	Mid-market & enterprise B2B	$1,399/mo	Yes	Yes	Partly	Yes	B2B attribution
Dreamdata	B2B SaaS (long cycles)	$750/mo	Yes	Yes	Partly	Yes	B2B attribution
Triple Whale	Shopify DTC brands	$219/mo	Yes	Partly	No	No	DTC
Northbeam	High-spend DTC ($1M+)	$1,500/mo	Yes	Yes	Partly	Partly	DTC
Cometly	Paid media teams	Custom	Yes	Yes	Partly	Partly	Performance marketing
Ruler Analytics	B2B with phone sales	£299/mo	Partly	Yes	Partly	No	Call tracking
Hyros	Info products	$230/mo	Yes	Partly	Partly	No	Performance tracking
HubSpot Marketing Hub	HubSpot CRM users	$3,600/mo	Yes	Yes	Partly	With Operations Hub	CRM suite
Adobe Marketo Measure	Adobe enterprises	Custom	Yes	Yes	Partly	Yes	Enterprise attribution
AppsFlyer	Mobile app marketers	Free / Custom	Yes	Yes	Yes	Partly	Mobile attribution

1. SourceLoop

Best for: agencies, lead generation businesses and SaaS teams that want one defensible number per channel without an enterprise contract.

The problem in the intro is the reason this category exists. Google says 40 conversions, Meta says 32, TikTok says 18, and you closed 51 deals. Every platform counts what it can see, and none can see the others.

SourceLoop, a marketing attribution and revenue measurement tool, keeps its own record. One script logs every visit, each lead lands on that visitor's journey, and attribution is worked out once on your data before the results go to your CRM and back to the ad platforms.

Key features

• Seven attribution models on every plan. First and last touch, first and last non-direct, linear, U-shaped and time decay, switchable on any report. Our guide to multi-channel attribution models shows each on one journey.

• Leads captured where they happen. Form, chat, call and meeting tracking covers around 70 tools, with no hidden fields.
• Lead quality rules. Leads are marked Good, Not a fit or Spam from form answers, email domain, call length or the journey, so reports and ad platforms count real ones only.

• CRM revenue in the loop. HubSpot, Salesforce and Pipedrive sync both ways, plus Jobber for home services. Payments come in from Stripe, Paddle and others.
• Conversion sync. Good leads, CRM stages and won deals go back to Google Ads, Meta, Microsoft Ads and ChatGPT Ads with real values, through server-side conversion sync.

• Custom reports and alerts. Build reports with live numbers for a client or your CEO, and post new good leads or weekly numbers to Slack or email.

• Multiple websites and white label. Track several sites or brands from one account, each with its own workspace. If you're an agency, every client gets one, and reports, share links, exports and Slack alerts can carry your logo or theirs.
• API and MCP server (Professional and up), so an AI agent can query attribution, journeys and deals, or build a report for you.

What SourceLoop replaces

Where it falls short

• No marketing mix modeling. Heavy TV or brand spend needs Northbeam or a dedicated MMM alongside it.
• No product analytics, heatmaps or session replay.
• No IP-based company identification, so company rollups need a captured email first.
• No mobile SDK, so app installs belong to AppsFlyer. LinkedIn and TikTok conversion sync are still coming.

Pricing

• Essential: $49/mo for one site and 30,000 page views, with tracking, attribution reports, lead quality rules and alerts
• Professional: $99/mo for 100,000 page views and unlimited users, adding CRM sync, conversion sync to the ad platforms, the API and MCP
• Agency: $249/mo for three sites and 1.5 million page views, adding white label reporting
• Conversions are unlimited on every plan, annual billing takes 25% off, and there's a 7-day trial with no card.

2. HockeyStack

Best for: Mid-market and enterprise B2B teams running complex multi-channel motions

HockeyStack is a B2B revenue analytics and attribution platform built for go-to-market teams with long, multi-stakeholder sales cycles.

It connects data from CRMs, marketing automation, ad platforms, product analytics, and customer success tools into a unified data foundation, then layers AI agents (Odin for analysis, Nova for sales) on top.

The product is genuinely strong for teams spending six figures a month across paid, organic, events, and outbound. Buyer journey mapping tracks anonymous research through to closed-won, including pre-form-fill engagement.

HockeyStack tracks pipeline across customers including 8x8, DataRobot, RingCentral, and MasterCard.

The downside is access. HockeyStack doesn't publish prices, and the Growth plan starts around $1,399/month per Docket's research, with annual contracts only. Its reviews are unusually split: fans love the depth, while several 2026 reviewers describe implementations that never connected their data.

Pros:

• Best-in-class multi-touch attribution for complex B2B
• AI agents that surface insights without manual reporting
• Deep CRM and product analytics integration

Cons:

• Steep learning curve, 2-6 weeks to full operationalization
• No public pricing, demo-gated
• Implementation and data sync problems come up repeatedly in reviews

What users say

"I like being able to switch between attribution models like first touch, linear, and last touch in a second, so different marketing teammates can look at reports in different ways." (Source)

"HockeyStack allows us to follow journeys in a more complex way than our previous method, which is especially valuable with paid ads to see how they influence our funnel." (Source)

"Data was constantly incorrect in HockeyStack compared to our Salesforce instance and the sync/load times were incredibly slow." (Source)

"The core failure: they couldn't connect our data." (Source)

Pricing: Growth plan starts around $1,399/month, Enterprise pricing custom. Annual contracts required.

3. Dreamdata

Best for: B2B SaaS teams with multi-stakeholder buying journeys

Dreamdata is a B2B attribution and activation platform out of Copenhagen that maps the full account-level customer journey. It connects to CRMs, marketing automation, ad platforms, intent tools, and product usage to build a unified, account-based data model.

Users most often praise the journey views and the direct link from marketing to CRM stages. The IP-to-company resolution engine identifies up to 80% of companies visiting your site. What sets Dreamdata apart from HockeyStack is warehouse access on advanced plans, with native BigQuery and Snowflake connectivity.

We've used Dreamdata, and the company journey view is genuinely good. Seeing every person at an account, every ad and every page in one timeline makes B2B deals easier to explain.

What took longer was knowing where to look. There are many ways to slice the same data, and new users on the team needed a guided tour before the reports clicked.

Pros:

• Up to 80% company identification rate
• BigQuery and Snowflake access on higher tiers
• Free tier available to start

Cons:

• 4-8 week typical implementation timeline
• Pricing scales sharply with contact volume
• BigQuery storage costs add unpredictable overhead

What users say

"Dreamdata helps me to justify where marketing budget is placed as it is directly tied back to my CRM across MQLs, SQLs, Opps, and Closed Won." (Source)

"After we implemented dreamdata we finally were able to show how all the marketing touch points contribute to sales/revenue." (Source)

"The interface can be tricky, especially when I’m trying to show revenue impact to non-digital marketers." (Source)

Pricing: free plan with 2 months of history and 5 seats. Attribution and Activation plans are custom-priced, with a guided trial.

4. Triple Whale

Best for: Shopify DTC brands wanting attribution plus profit analytics

Triple Whale is the analytics operating system for Shopify. The Triple Pixel does first-party multi-touch attribution, the dashboards stitch together Shopify orders with Meta, Google, and TikTok ad data, and the Moby AI agents have evolved into something closer to autonomous campaign management than a reporting layer.

The 2026 version is materially different from earlier years. Sonar Send, which enriches Klaviyo flows and has driven average Klaviyo revenue lifts of 14.2%, is now included on the Starter plan. Moby Actions lets you pause underperforming ad sets, send segments to Klaviyo, and adjust budgets without leaving the platform.

On the free plan, the Shopify connection was the easy part: orders, products and ad spend showed up without any custom work, and the dashboards made sense right away.

The harder part came when we compared its attributed numbers with Meta's own. Neither is wrong, but you have to learn what Triple Whale's model is doing before the team trusts it, which is the same trust curve reviewers describe.

Pros:

• One-click Shopify integration, fast time-to-value
• Profit analytics at the order level
• Moby AI agents are genuinely useful

Cons:

• Shopify-first; non-Shopify support is newer and less mature
• Above $5M GMV, pricing becomes GMV-based and climbs quickly
• Some users report attribution discrepancies on imported marketplace orders

What users say

"I like that Triple Whale brings key ecommerce and marketing metrics into a single dashboard, making it much easier to understand performance across channels." (Source)

"The pricing can also feel high, especially for smaller teams." (Source)

"Also, the attribution of imported marketplace orders is not working." (Source)

Pricing: free plan available. Paid plans start at $219/month (Foundation) for smaller stores and scale with GMV, with custom pricing for larger brands.

5. Northbeam

Best for: DTC brands at $1M+ ARR with serious paid media spend

Northbeam is the most technically sophisticated attribution platform for DTC ecommerce. Multi-touch attribution, deterministic view-through measurement, the Apex integration that feeds Northbeam data back into Meta and other ad platforms, and weekly-retraining MMM+ all live in the same product. Northbeam tracks over $25 billion in ad spend across 800+ companies.

Apex is the differentiator. In Northbeam's own study of 25 Meta advertisers spending $1.5 million collectively, Apex users saw an average 34% improvement in conversion rates. Sending first-party data back to ad platforms is something most attribution tools don't offer at any price.

Pros:

• Best-in-class attribution depth for ecommerce
• Apex CAPI integration drives measurable lift
• MMM+ retrains weekly, useful for podcast, CTV, and offline channels

Cons:

• Steep price floor, not viable below $20-50K/month in media spend
• Calibration period of 2-4 weeks before reliable data
• All data is modeled, no straightforward "blended" performance view

What users say

"Northbeam is our standard for all attribution now, for paid and owned channels." (Source)

"All of the data is modeled, so there's no way to look at a "blended" performance report." (Source)

"It can be a bit pricier than some other solutions (not saying it's not worth it!), but for smaller companies, may be out of their price range." (Source)

Pricing: Starter starts at $1,500/month for brands spending under $250K/month in media. Professional at $2,500/month. Enterprise custom. No free trial.

6. Cometly

Best for: Paid media teams that want server-side tracking plus AI optimization

Cometly combines server-side tracking with AI-powered ad optimization. The platform tracks the full customer journey from ad click through CRM conversion and feeds enriched conversion data back to Meta, Google, TikTok, and other platforms via their server-side APIs. The "AI Ad Manager" recommends which ads and campaigns to scale or pause based on actual conversion data, not surface metrics.

Users like seeing every paid channel in one dashboard. The complaints are about setup on complex stacks and documentation that lags the product.

Pros:

• Server-side tracking that survives iOS and browser restrictions
• AI optimization recommendations, not just reporting
• Clean attribution dashboard, low overwhelm

Cons:

• No public pricing
• Steeper setup for complex tech stacks
• Documentation has been called less complete than expected by some users

What users say

"Cometly marries sales and marketing data into one platform and feeds it back to your ad channels for optimization so you can make data driven decision right from your Ad Accounts." (Source)

"Sometimes it takes a bit too long to set it up if you have complex Tech Stack." (Source)

"Documentation is out of sync with the actual application" (Source)

Pricing: Quote-based, ad-spend-tiered. Professional and Enterprise tiers, with the same core feature set but different levels of implementation support.

7. Ruler Analytics

Best for: B2B businesses where phone calls and form submissions drive pipeline

Ruler Analytics is a UK-built attribution platform that closes the loop between marketing activity and CRM revenue, with particular strength in call tracking. It's the right choice for businesses where phone-led sales matter, like legal, professional services, automotive, and high-consideration B2B.

Ruler tracks visitor-level data across 60+ marketing variables, captures form, call, and live chat conversions, and pushes attributed revenue back into HubSpot, Salesforce, Google Ads, and Microsoft Dynamics. Multi-touch attribution models include first, last, linear, time-decay, U-shaped, W-shaped, and full path. Standard contracts run 12 months, which is worth knowing before you sign.

Pros:

• Strong call tracking and visitor-level attribution
• Closed-loop CRM revenue reporting
• Re-provided keywords (Google "not provided" matched to phone calls)

Cons:

• 12-month minimum contract, hard to exit early
• Setup can take weeks, and some admin tasks go through an account manager
• Pricing scales by website traffic volume rather than leads captured

What users say

"It tracks Form fills, Phone Calls (Online & Offline) and even Web Chat conversations!" (Source)

"Some minor mapping issues, initial setup can be complex" (Source)

"Access to a full API - not just the webhooks - would be useful." (Source)

Pricing: indicative pricing starts at £299/month for up to 10,000 monthly visits, £499 for 50,000 and £999 for 100,000, with final pricing set after a demo.

8. Hyros

Best for: Info products, high-ticket coaching, and long click-to-sale cycles

Hyros is a server-side attribution platform that runs in parallel with Meta and Google's tracking, focused heavily on info products, high-ticket courses, and webinar funnels. The customer base includes Tony Robbins, Grant Cardone, and Russell Brunson.

The "Scientific Mode" attribution model is unusual and useful for long sales cycles. Sales within a configurable timeframe get credit on first click, and sales after that timeframe go to last click. Hyros customers report capturing 29-33% more sales and leads than native Facebook, Google, and TikTok reporting. Critics on Reddit and review sites point to opaque pricing and the platform feeling like a black box.

Pros:

• Strong fit for info products, coaching, high-ticket
• Server-side tracking recovers conversions that pixel-based tools miss
• Scientific Mode handles long sales cycles better than rigid models

Cons:

• Sales-call-required pricing, no self-serve
• Better-fit alternatives exist for standard ecommerce
• Heavy affiliate program inflates positive review volume

What users say

Hyros has only two reviews on G2, and both are negative, so treat this as a small sample:

"They over promise and under deliver." (Source)

"They make set-up super difficult." (Source)

Pricing: Shopify track at $69/month for $5K tracked revenue. Business track at $230/month for $20K tracked revenue. Agency pricing custom.

9. HubSpot Marketing Hub Enterprise

Best for: Teams already on HubSpot CRM that want native attribution without another tool

HubSpot Marketing Hub Enterprise ships native multi-touch revenue attribution, customer journey analytics, and campaign attribution reports inside the same platform that already holds your contacts and deals. For HubSpot-native organizations, this is the path of least resistance.

The catch is the price. Multi-touch revenue attribution is gated to the Enterprise plan, which starts at $3,600/month for 5 seats and 10,000 marketing contacts, plus a $7,000 one-time onboarding fee. Below Enterprise, you only get last-ad-interaction reporting, which most attribution buyers consider table stakes, not the real product.

On a HubSpot trial, attribution worked best for leads that came through HubSpot's own forms and landing pages. Those journeys were tidy and easy to report on.

It got patchier for leads that started elsewhere, such as a Calendly booking or a phone call. That's the coverage gap to check before you rely on it as your only attribution tool.

Pros:

• Native CRM integration, no data joining required
• Six attribution models built in
• Campaign, content, and ad attribution all in one place

Cons:

• Multi-touch attribution is Enterprise-tier only
• $7,000 onboarding fee on top of the subscription
• Channel attribution is less granular than dedicated tools (e.g., "paid search" not broken into Google vs Bing)

What users say

"The all-in-one nature is the biggest win for me." (Source)

"Cost is astronomical!" (Source)

"I do think there's things regarding attribution that could be improved. It is not always reliable" (Source)

Pricing: Enterprise plan at $3,600/month for 5 seats, plus $7,000 one-time onboarding. Additional seats at $75/month. Marketing Contacts pricing scales above 10,000.

10. Adobe Marketo Measure (formerly Bizible)

Best for: Enterprise B2B teams already invested in Adobe and Marketo

Adobe Marketo Measure, formerly Bizible, is the long-standing enterprise attribution layer for B2B. It ships every-touch attribution, six built-in models (First Touch, Lead Creation, U-Shaped, W-Shaped, Full Path, Custom), and tight integration with Salesforce, Microsoft Dynamics, Marketo Engage, and Adobe Analytics.

For organizations already on the Adobe Experience Cloud, Marketo Measure is the obvious choice. For everyone else, the SegmentStream review of Bizible alternatives makes the case that the product hasn't kept pace since the Adobe acquisition. Predictive lead scoring, conversion modeling, budget optimization, and incrementality testing all live elsewhere now.

Pros:

• Deep Adobe and Marketo integration
• Mature every-touch attribution model
• Strong fit for enterprise governance and compliance needs

Cons:

• Pricing not published, enterprise-only
• Limited innovation since the Adobe acquisition
• Implementation typically requires dedicated resources for several months

What users say

"What I like most about adobe marketo measure is that it clearly shows which marketing efforts actually influence deals and revenue." (Source)

"It also requires clean data and strong technical skills to get the most accurate insights." (Source)

"Manually inputting leads into salesforce made it hard to track on Bizible." (Source)

Pricing: Custom enterprise pricing only. Multiple sources put annual costs at $50,000+ for typical mid-market deployments.

11. AppsFlyer

Best for: Mobile app marketers managing app install campaigns

AppsFlyer is the dominant Mobile Measurement Partner (MMP), trusted by over 15,000 businesses. If your primary growth motion is app installs and in-app conversions across iOS and Android, AppsFlyer is the category standard, alongside Adjust as the closest competitor.

The Protect360 fraud prevention suite blocks fake installs in real time. SKAdNetwork and Privacy Sandbox support is sophisticated, which matters because iOS post-ATT recovers most of its measurement signal through these frameworks, not the legacy IDFA pipeline. Common complaints are pricing, with 16 G2 mentions of "expensive", and Protect360 being a paid add-on.

Pros:

• Industry-standard for mobile app attribution
• Strong SKAdNetwork and Privacy Sandbox support
• Massive integration ecosystem with ad networks

Cons:

• Pricing climbs quickly with MAU and conversion volume
• Several useful features are paid add-ons
• Limited value for non-mobile-first businesses

What users say

"AppsFlyer gives us one reliable view of install attribution across Meta, Google and affiliate channels." (Source)

"The pricing gets expensive as install volume grows, and it isn’t always easy to forecast monthly cost when campaigns scale quickly." (Source)

"It solves complex problems well, but that complexity comes at the cost of simplicity and speed, especially when you just want quick answers." (Source)

Pricing: Free "Zero" plan for owned-media and basic measurement. Paid plans typically run $0.05-$0.06 per conversion with custom pricing for enterprise.

How to choose

Three questions settle it for most teams.

1. How do you sell?

• Through leads that close later (forms, calls, bookings): SourceLoop. It's built for lead generation businesses, the agencies running their ads and SaaS teams. It follows every lead to revenue and sends good leads back to your ad platforms.
• Long B2B cycles with buying committees: Dreamdata, HockeyStack or Marketo Measure.
• Shopify checkout: Triple Whale, or Northbeam at higher spend.
• App installs: AppsFlyer.

2. How much do you spend on ads?

• Under $20K a month: enterprise tools at $1,500+ a month rarely pay back. Pick a tool with published, low entry pricing.
• Over $250K a month: free tools like GA4 cost more in misallocated budget than a paid platform costs in fees.

3. What can you replace?

• If you're paying for a funnel tool, an attribution layer and someone's time to stitch CRM data into spreadsheets, SourceLoop covers all three.
• Keep Clarity or Hotjar for heatmaps, which SourceLoop doesn't do.
• If you're already on HubSpot Enterprise, its native attribution may already be paid for.

Every tool here has trade-offs. Choose the one that fits how you sell and that your team can run without weeks of onboarding.