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.

And believe me attribution has only gotten harder: after Apple's ATT, iOS opt-in rates settled around 15-25%, and only 21% of B2B marketers can measure ROI with confidence.

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

Quick Comparison of Best Marketing Attribution Software

Tool	Best for	Pricing	CAPI	Multi-touch	Cookieless	Warehouse	Category
SourceLoop ⭐	Founders, SaaS, agencies	$49/mo	Yes	Yes	Yes	Yes	All-in-one
HockeyStack	Mid-market & enterprise B2B	$1,399/mo	Yes	Yes	Partial	Yes	B2B attribution
Dreamdata	B2B SaaS (long cycles)	$750/mo	Yes	Yes	Partial	Yes	B2B attribution
Triple Whale	Shopify DTC brands	$179/mo	Yes	Partial	No	No	DTC
Northbeam	High-spend DTC ($1M+)	$1,500/mo	Yes	Yes	Partial	Partial	DTC
Cometly	Paid media teams	Custom	Yes	Yes	Partial	Partial	Performance marketing
Ruler Analytics	B2B with phone sales	£199/mo	Partial	Yes	Partial	No	Call tracking
Hyros	Info products	$230/mo	Yes	Partial	Partial	No	Performance tracking
HubSpot Marketing Hub	HubSpot CRM users	$3,600/mo	Yes	Yes	Partial	Ops Hub	CRM suite
Adobe Marketo Measure	Adobe enterprises	Custom	Yes	Yes	Partial	Yes	Enterprise attribution
AppsFlyer	Mobile app marketers	Free / Custom	Yes	Yes	Yes	Partial	Mobile attribution

1. SourceLoop

Best for: Founders, SaaS teams, agencies and lead-gen businesses 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 of them can see each other.

SourceLoop keeps the ledger itself. One script records a first-party session for every visitor, every conversion lands on that visitor's journey, and attribution is computed once on your data before the same numbers go out to the CRM and back to the ad platforms.

Why SourceLoop can be a good marketing attribution tool

Most tools here either gate multi-touch behind their top tier or solve half the problem. Heeet puts multi-touch on a $1,490/mo plan. GA4 removed four of its six models in 2023. SourceLoop ships all seven on the entry plan.

1. Seven models with published weightings

Last touch, first touch, last non-direct, first non-direct, linear, position-based and time decay. The weightings are published rather than a black box: position-based is 40% first touch, 40% last touch and 20% split across the middle, and time decay on a three-touch journey lands around 13/30/57.

Google Ads showing 12 conversions on last touch and 4 on first touch is not a discrepancy, it is a description of what that channel does.

The two non-direct models are the underrated ones. In an established brand, many returning visitors technically first-touch as Direct, which buries the channel that actually brought them back.

2. Server-side conversion sync, with filters on what gets sent

After iOS 14 and Safari ITP, browser pixels stopped seeing a large share of conversions. SourceLoop pushes server-side to Google Ads Enhanced Conversions, Meta CAPI, LinkedIn CAPI, Microsoft Ads, TikTok, Pinterest and Reddit.

The controls matter more than the coverage. Each mapping picks a trigger (new conversion, expected revenue updated, or realised revenue confirmed by a payment), can filter to a single source such as calendly_booking, chooses first or last touch, sets the value from your CRM's quote or sales value, and sets a dedup window.

So Meta can be trained on qualified leads at real deal value while Google is trained on first-touch demo bookings, from the same dataset. Hashed email and phone go with every push; retries and dedupe are handled.

3. Resilient where cookies are not

Nine click IDs are read on every landing URL (gclid, gbraid, wbraid, msclkid, fbclid, li_fat_id, ttclid, epik, rdt_cid), before the referrer and before UTMs. A Google Ads click on iOS Safari arrives with the referrer stripped, and the gclid is the only surviving proof.

Around that sit the paths that never touch the browser: server-side webhooks from payment providers and CRMs, incoming webhooks for anything custom, and identity stitching across devices.

4. Automatic capture from the tools that create leads

Around 70 tools, most needing no code: Calendly, Cal.com, HubSpot Meetings, Chili Piper, TidyCal, YouCanBookMe, Zoho Bookings, Gravity Forms, WPForms, Contact Form 7, Fluent Forms, Elementor, Typeform, Tally, Jotform, Formstack, Webflow, Framer, Intercom, Drift, Crisp, Tidio, LiveChat, CallRail, CallTrackingMetrics, Invoca, Stripe, Paddle, Polar, Lemon Squeezy and Dodo Payments.

It is the least glamorous item here and the one that most often decides whether the data is trustworthy. A booking widget that drops your UTMs is how a paid demo becomes a Direct lead.

5. Contact-level answers, and account-level rollup

One row per real person, with first and last touch source, campaign, CRM status, revenue, and the full session-by-session journey behind each row. A Visitors view covers people who have not converted yet.

Contacts roll up by company, resolved from the domain on a captured lead email. In B2B the person who read the first blog post is rarely the person who signs.

6. Revenue closes the loop, not signups

Stripe, Paddle, Polar, Lemon Squeezy and Dodo Payments webhooks match a purchase back to the visitor who originally clicked, even when checkout happens days later on another device. HubSpot, Salesforce, Pipedrive and Zoho sync both ways, so deal stage and closed-won value feed the models. If a visitor signs up before paying, calling window.sourceloop.identify({ email }) from your app links the account to the anonymous journey that preceded it.

7. Content and paths, not just channels

The Content dashboard reports conversions, conversion rate and attributed revenue per landing page and per visited page, under any model, so a blog post gets first-touch credit for a deal that closed on the pricing page.

The Paths view shows the sequences that end in conversions, with a toggle to collapse repeat touches: collapsed for the structural path, expanded for how many exposures a channel needs.

What SourceLoop replaces

Pros

• All seven attribution models on the entry plan, with published weightings rather than a black box
• Server-side conversion sync to seven ad platforms, filtered per event and valued from real CRM data
• Nine click IDs read ahead of the referrer, which recovers paid clicks from the Direct bucket
• Around 70 form, meeting, chat, call and payment tools captured with no event code
• Contact-level and company-level journeys, filterable and exportable
• Two-way CRM sync with HubSpot, Salesforce, Pipedrive and Zoho, with attribution fields auto-created
• Revenue stitching from Stripe, Paddle, Polar, Lemon Squeezy and Dodo Payments
• MCP server and REST API, so an AI agent can query attribution, journeys, deals and LTV directly
• Published pricing, monthly billing, 7-day trial, no demo call and no card

Cons

• No marketing mix modelling. Heavy offline, TV or brand spend needs Northbeam or a dedicated MMM alongside it.
• No product analytics or session replay. Deep in-app event tracking is Mixpanel, Amplitude or PostHog territory.
• No reverse-IP company identification, so account rollup needs a captured email first. Dreamdata and 6sense do that and SourceLoop does not.
• Web and server-side only, with no native mobile SDK, so app-install attribution belongs to AppsFlyer.
• Tracked conversions are unlimited on every plan, but the entry tier covers 30k page views a month, so a high-traffic site starts at Professional.

Pricing: Essential $49/mo covers 1 site, 1 user and 30k page views a month. Professional $99/mo adds 3 users and 100k page views. Agency $249/mo covers 3 sites, unlimited users and 2.5M page views. Tracked conversions are unlimited on every plan, annual billing takes 25% off, and there is 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. The most-cited negative on G2 is the learning curve, with 11 explicit mentions and 8 calling it "steep".

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
• No raw data export API on lower tiers per G2 reviewer disclosures

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.

The product is rated number one in G2's B2B Attribution category with over 230 reviews. The journey visualization gets the most love from users, with 56 mentions of journey visualization and 50 mentions of attribution accuracy in a recent G2 analysis. 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.

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

Pricing: Free plan available. Activation Starter at $750/month. Business around $1,499-$2,499/month. Enterprise custom. Most paid plans require annual commitment, with annual contract values typically $9,000-$30,000.

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. Negative reviews on G2 mention pricing being high for smaller stores and occasional support delays for non-enterprise customers (Triple Whale G2 reviews).

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

Pricing: Free Founders Dash plan. Starter at $179/month (annual). Advanced at $259/month (annual). Above $5M GMV, pricing becomes GMV-based and requires sales conversation.

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. G2 reviewers note that Northbeam has become the standard for paid and owned channel attribution, though the onboarding has gotten thinner for sub-$1K/month accounts (Northbeam G2 reviews).

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

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.

A G2 reviewer wrote that Cometly's flexibility to track custom events and easy setup is the best thing about it. Some users mention that documentation can be thin and that complex tech stacks take longer to set up (Cometly G2 reviews).

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

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. The most common complaint, repeated on Capterra, is the 12-month minimum contract being inflexible if you decide it's not the right fit (Ruler Capterra reviews).

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 up to 3 weeks per Capterra reviews
• Pricing scales by website traffic volume rather than leads captured

Pricing: Small Business at £199/month for 5,000 monthly visits. Medium Business at £649/month for 50,000 visits. Large Business at £1,149/month for 100,000 visits. Custom Advanced tier above 200,000 visits.

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

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.

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)

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

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

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

For most teams, the right tool comes down to three questions.

What do you sell, and how? B2B SaaS with a 6-month sales cycle is a different problem from a Shopify store with a 3-day click-to-purchase window. Dreamdata, HockeyStack, and Marketo Measure are built for the first. Triple Whale, Northbeam, and Hyros are built for the second. SourceLoop covers both reasonably well, which is part of the consolidation pitch.

What's your ad spend? Below $20K/month in paid media, enterprise tools like HockeyStack and Northbeam don't pencil out. The marginal accuracy gain doesn't justify a $1,500/month line item. Above $250K/month, free tools like GA4 cost you more in misallocated budget than a paid platform would save you in subscription fees.

What else are you running? If you're already paying for GA4 plus Hotjar plus a separate funnel tool plus an attribution layer, the consolidation case for SourceLoop at $49 is hard to beat. If you're already on HubSpot Enterprise, the native attribution may already be paid for.

No single tool nails attribution perfectly. Every platform on this list has trade-offs. The right one is the one that matches what you sell, what you spend, and what your team can actually operate without three weeks of onboarding calls.