Attribution Models
14 minute read

9 Best Multi-Touch Attribution Tools to Track Your Marketing ROI in 2026

Written by

Matt Pattoli

Founder at Cometly

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Published on
February 15, 2026
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When your customers interact with multiple ads, emails, and content pieces before converting, single-touch attribution leaves you blind to what's actually working. Multi-touch attribution tools solve this by crediting every touchpoint in the customer journey, giving you accurate data to optimize ad spend and scale winning campaigns.

But with dozens of options on the market—from enterprise platforms to agile SaaS solutions—choosing the right tool depends on your tech stack, budget, and how deep you need to go. We evaluated these tools based on tracking accuracy, integration capabilities, ease of implementation, and value for marketing teams running paid campaigns across multiple platforms.

Here are the top multi-touch attribution tools to consider in 2026.

1. Cometly

Best for: Marketing teams needing AI-powered attribution with server-side tracking and conversion sync

Cometly is an AI-powered marketing attribution platform that tracks the entire customer journey across ad platforms, CRM, and website in real time.

Screenshot of Cometly website

Where This Tool Shines

Cometly stands out with its server-side tracking architecture, which addresses the accuracy problems created by iOS privacy changes and cookie restrictions. This means you get reliable attribution data even when browser-based tracking fails.

The platform's AI recommendations analyze your attribution data to identify high-performing campaigns and suggest budget optimizations. Instead of just showing you what happened, Cometly tells you what to do next—which campaigns to scale, which to pause, and where to reallocate spend for maximum ROI.

Key Features

Real-Time Multi-Touch Attribution: Track every touchpoint across all marketing channels with multiple attribution models to compare how different frameworks credit your campaigns.

Server-Side Tracking: Bypass browser limitations and ad blockers with server-to-server tracking that captures conversion data ad platforms would otherwise miss.

AI Campaign Recommendations: Get actionable insights on which ads and channels are driving revenue, with AI-powered suggestions for scaling winners and cutting losers.

Conversion Sync: Feed enriched conversion data back to Meta, Google, and other ad platforms to improve their targeting algorithms and campaign performance.

Full CRM Integration: Connect your CRM to track the complete funnel from first click to closed deal, with revenue attribution at every stage.

Best For

Marketing teams and agencies running paid campaigns across multiple platforms who need accurate attribution despite iOS tracking limitations. Especially valuable for businesses with complex customer journeys where understanding the full path to conversion directly impacts budget allocation decisions.

Pricing

Custom pricing based on ad spend volume. Contact their team for a quote tailored to your marketing budget and tracking needs.

2. Triple Whale

Best for: Shopify ecommerce brands seeking unified dashboard analytics with first-party tracking

Triple Whale is an ecommerce-focused attribution platform built specifically for Shopify brands with native integration and first-party data collection.

Screenshot of Triple Whale website

Where This Tool Shines

Triple Whale is designed from the ground up for ecommerce operators who live in Shopify. The native integration means setup takes minutes instead of hours, and you immediately get a unified view of all your paid media performance in one dashboard.

Their Triple Pixel technology uses first-party data collection to maintain tracking accuracy despite browser restrictions. For DTC brands dealing with iOS attribution gaps, this approach recovers conversion data that standard tracking methods miss.

Key Features

Native Shopify Integration: Seamless connection to your Shopify store with automatic data sync and no complex setup required.

Triple Pixel Tracking: First-party pixel technology that captures customer behavior and conversions more accurately than traditional tracking methods.

Creative Analytics: Track performance at the ad creative level to identify which images, videos, and copy variations drive the most revenue.

Customer Journey Visualization: See the complete path customers take from first touchpoint to purchase, with attribution across all marketing channels.

Best For

Shopify-based ecommerce brands and DTC companies that want quick setup and ecommerce-specific metrics without enterprise complexity. Works especially well for brands spending $10K-$500K monthly on paid advertising.

Pricing

Starter plan begins at $129/month, with higher tiers available based on store revenue and feature needs.

3. Northbeam

Best for: DTC brands using machine learning for granular cross-channel insights

Northbeam is a data-driven attribution platform for direct-to-consumer brands that uses machine learning to provide detailed cross-channel insights and media mix modeling.

Screenshot of Northbeam website

Where This Tool Shines

Northbeam's machine learning models go beyond basic attribution to predict campaign performance and identify patterns across your marketing mix. The platform analyzes historical data to recommend budget allocation changes before you waste spend on underperforming channels.

The customizable attribution windows let you match your tracking to your actual sales cycle. If your customers typically convert within 7 days versus 30, you can adjust the model to reflect reality instead of relying on arbitrary defaults.

Key Features

Machine Learning Attribution: ML algorithms analyze your marketing data to provide more accurate attribution than rule-based models, especially for complex customer journeys.

Customizable Attribution Windows: Set attribution windows that match your actual sales cycle instead of using one-size-fits-all defaults.

Media Mix Modeling: Understand how different channels work together and identify the optimal budget split across paid social, search, display, and other channels.

Incrementality Testing: Run controlled experiments to measure the true incremental impact of your marketing spend beyond baseline conversions.

Best For

Mid-market to enterprise DTC brands with significant ad budgets who need sophisticated modeling to optimize complex multi-channel marketing strategies. Best suited for teams comfortable working with data and testing hypotheses.

Pricing

Custom pricing based on ad spend and business size, typically starting around $1,000/month for qualified brands.

4. Rockerbox

Best for: Brands tracking both online and offline marketing touchpoints

Rockerbox is an omnichannel attribution platform that tracks online and offline marketing touchpoints, including TV, podcast, and direct mail attribution.

Screenshot of Rockerbox website

Where This Tool Shines

Rockerbox excels at bridging the gap between digital and traditional marketing channels. If you're running TV ads, podcast sponsorships, or direct mail campaigns alongside your digital efforts, Rockerbox connects these offline touchpoints to online conversions.

The platform creates a unified view across channels that typically operate in silos. You can finally answer questions like whether your podcast sponsorships are driving search traffic or if your TV campaigns are influencing online purchases days later.

Key Features

Offline Channel Attribution: Track TV, podcast, radio, and direct mail performance with promo codes, vanity URLs, and time-based correlation analysis.

Multiple Attribution Models: Switch between first-touch, last-touch, linear, time-decay, and custom models to view your data from different perspectives.

Marketing Data Warehouse: Centralize all your marketing data in one place for comprehensive analysis and reporting across all channels.

Promo Code and Vanity URL Tracking: Measure offline campaign performance through unique codes and custom URLs tied to specific marketing initiatives.

Best For

Brands with diversified marketing strategies that span both digital and traditional channels. Particularly valuable for companies investing in TV, podcast, or direct mail who need to justify these budgets with attribution data.

Pricing

Custom pricing based on marketing spend and channel complexity. Contact their sales team for a tailored quote.

5. Ruler Analytics

Best for: B2B companies needing closed-loop revenue attribution to CRM

Ruler Analytics is a B2B-focused attribution platform specializing in closed-loop reporting that connects marketing touchpoints to actual revenue in your CRM.

Screenshot of Ruler Analytics website

Where This Tool Shines

Ruler Analytics solves the B2B attribution challenge by tracking the complete journey from anonymous website visitor to closed deal. The platform connects marketing touchpoints to CRM opportunities and revenue, so you can prove which campaigns actually generate pipeline.

Call tracking integration is particularly strong, capturing phone conversions that many attribution tools miss. For B2B companies where phone calls are a primary conversion path, this visibility is crucial for accurate attribution.

Key Features

Closed-Loop Revenue Attribution: Track marketing touchpoints all the way to closed revenue in your CRM, showing exactly which campaigns drive deals.

Call Tracking Integration: Capture phone call conversions with dynamic number insertion and call recording, attributing calls back to marketing sources.

Form and Chat Tracking: Monitor form submissions and live chat conversations as conversion events with full attribution to marketing touchpoints.

CRM Revenue Sync: Automatically sync deal values and closed revenue from your CRM back to marketing campaigns for true ROI measurement.

Best For

B2B companies with sales teams and CRM systems who need to connect marketing activity to revenue outcomes. Especially valuable for businesses where phone calls are an important conversion path.

Pricing

Plans start at £199/month, with pricing scaling based on website traffic and feature requirements.

6. HubSpot Marketing Hub

Best for: Teams already using HubSpot CRM seeking built-in attribution

HubSpot Marketing Hub is an all-in-one marketing platform with built-in multi-touch attribution reporting, ideal for teams already invested in the HubSpot ecosystem.

Screenshot of HubSpot Marketing Hub website

Where This Tool Shines

If you're already using HubSpot CRM, the Marketing Hub's attribution features integrate seamlessly without additional setup or data syncing. Everything lives in one platform, from email marketing to landing pages to attribution reports.

The contact-level journey tracking shows you every interaction each lead has with your marketing before converting. You can see which blog posts they read, which emails they opened, and which ads they clicked—all in one unified timeline.

Key Features

Built-In Attribution Reporting: Access multi-touch attribution reports directly within HubSpot without connecting external tools or exporting data.

Seamless CRM Integration: Attribution data flows automatically between marketing and CRM, connecting campaigns to contacts, deals, and revenue.

Multiple Attribution Models: Compare first-touch, last-touch, linear, and other models to understand how different frameworks credit your marketing efforts.

Contact-Level Journey Tracking: View the complete marketing journey for individual contacts, showing every touchpoint from first visit to conversion.

Best For

Companies already using HubSpot CRM who want attribution capabilities without adding another platform to their stack. Works best for inbound marketing strategies with content, email, and lead nurturing workflows.

Pricing

Professional plan starts at $800/month and includes attribution reporting. Attribution features are not available in lower-tier plans.

7. Dreamdata

Best for: B2B SaaS companies with complex sales cycles and ABM strategies

Dreamdata is a B2B revenue attribution platform designed specifically for SaaS companies with long sales cycles and account-based marketing strategies.

Screenshot of Dreamdata website

Where This Tool Shines

Dreamdata is built for the unique challenges of B2B SaaS attribution, where sales cycles span months and multiple stakeholders from the same company interact with your marketing. The account-based attribution approach groups all touchpoints by company account rather than individual contacts.

Content attribution is particularly sophisticated, tracking which blog posts, whitepapers, and resources influence deals. For content-driven SaaS companies, this visibility proves the ROI of educational content that doesn't directly generate leads but influences buying decisions.

Key Features

Account-Based Attribution: Group all marketing touchpoints by company account to accurately attribute complex B2B sales with multiple stakeholders.

Long Sales Cycle Tracking: Track attribution windows spanning months or even years, matching the reality of enterprise B2B sales processes.

Content Attribution: Measure which content pieces influence pipeline and revenue, proving the value of educational content and thought leadership.

Pipeline and Revenue Analytics: Connect marketing activity to pipeline creation and closed revenue with detailed funnel analysis.

Best For

B2B SaaS companies with sales cycles longer than 30 days and account-based marketing strategies. Particularly valuable for businesses selling to enterprise accounts with multiple decision-makers.

Pricing

Free tier available for basic features. Paid plans start at $999/month for full attribution capabilities and advanced features.

8. AppsFlyer

Best for: Mobile app marketers needing deep linking and fraud protection

AppsFlyer is a mobile-first attribution platform providing deep linking, mobile measurement, and fraud protection for app marketers.

Where This Tool Shines

AppsFlyer is the go-to solution for mobile app attribution, with deep expertise in the unique challenges of mobile measurement. The platform handles iOS SKAdNetwork attribution alongside traditional tracking methods, giving you the most complete picture possible despite Apple's privacy restrictions.

Fraud protection is built into the core platform, identifying and blocking fraudulent installs before they skew your data or waste your budget. For app marketers dealing with significant fraud issues, this protection can save substantial budget that would otherwise go to fake users.

Key Features

Mobile App Attribution: Track installs, in-app events, and revenue across iOS and Android with support for all major mobile ad networks.

Deep Linking Capabilities: Create seamless user experiences with deep links that route users to specific in-app content based on their source.

Fraud Protection: Detect and prevent install fraud, click injection, and other mobile ad fraud tactics that waste budget and corrupt data.

SKAdNetwork Support: Navigate iOS privacy restrictions with SKAdNetwork integration that provides attribution data within Apple's privacy framework.

Best For

Mobile app developers and marketers running user acquisition campaigns across mobile ad networks. Essential for any business where mobile apps are the primary product or conversion path.

Pricing

Free tier available for apps with up to 10,000 conversions monthly. Custom pricing for higher volumes based on app installs and feature requirements.

9. Wicked Reports

Best for: Info product creators and coaching businesses with high-ticket sales

Wicked Reports is an attribution platform focused on info product creators and coaching businesses, with long attribution windows suited for high-ticket sales.

Where This Tool Shines

Wicked Reports understands that info products and coaching programs often have long consideration periods where prospects engage with content for weeks or months before buying. The platform offers attribution windows up to 365 days, capturing the full nurture cycle that leads to high-ticket purchases.

LTV-based attribution models account for the recurring revenue common in coaching and membership businesses. Instead of just crediting the initial sale, Wicked Reports attributes ongoing subscription revenue back to the original marketing touchpoints.

Key Features

Long Attribution Windows: Track customer journeys up to 365 days, matching the extended sales cycles common in coaching and high-ticket info products.

LTV-Based Attribution: Measure lifetime value attribution to see which marketing sources drive the most valuable long-term customers, not just initial sales.

Email and Funnel Attribution: Track performance across email sequences and sales funnels with detailed visibility into which messages drive conversions.

High-Ticket Sale Tracking: Attribution models designed for businesses with longer sales cycles and higher average order values typical of coaching and consulting.

Best For

Info product creators, online coaches, and course creators with high-ticket offers and long sales funnels. Best suited for businesses where customer lifetime value and nurture sequences are critical to success.

Pricing

Plans start at $250/month, with pricing tiers based on monthly revenue and tracking requirements.

Making the Right Choice

The right multi-touch attribution tool depends on your specific business model and marketing strategy. Cometly stands out for teams needing accurate cross-platform attribution with AI-powered optimization recommendations and server-side tracking that works despite iOS limitations. The conversion sync feature that feeds better data back to ad platforms is particularly valuable for improving campaign performance over time.

For ecommerce brands, Triple Whale and Northbeam offer Shopify-native solutions with ecommerce-specific metrics and creative analytics. B2B companies should look at Dreamdata for long sales cycles and account-based strategies, or Ruler Analytics for closed-loop revenue attribution with strong call tracking. If you're already invested in HubSpot, the Marketing Hub's built-in attribution eliminates the need for a separate tool.

Mobile app marketers need AppsFlyer's specialized mobile attribution and fraud protection, while Rockerbox excels at connecting offline channels like TV and podcast to online conversions. Info product creators with high-ticket offers will appreciate Wicked Reports' long attribution windows and LTV-focused models.

The key is matching the tool to your customer journey complexity, primary marketing channels, and whether you need specialized features for ecommerce, B2B, or mobile. Consider your current tech stack, implementation resources, and whether you value ease of setup or depth of customization.

Ready to elevate your marketing game with precision and confidence? Discover how Cometly's AI-driven recommendations can transform your ad strategy—Get your free demo today and start capturing every touchpoint to maximize your conversions.

Get a Cometly Demo

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