Attribution Models
12 minute read

7 Best Marketing Attribution Software Companies in 2026

Written by

Matt Pattoli

Founder at Cometly

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Published on
January 31, 2026
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Modern marketers run campaigns across dozens of channels—Meta, Google, TikTok, email, organic, and more. But when a lead converts, which touchpoint actually drove the sale? Without accurate attribution, you're essentially guessing where to spend your budget.

Marketing attribution software solves this by tracking the complete customer journey and connecting revenue back to specific campaigns, ads, and channels. The right tool helps you stop wasting budget on underperforming channels and double down on what actually works.

We evaluated the leading attribution platforms based on tracking accuracy, integration depth, ease of use, and value for money. Here are the top marketing attribution software companies for 2026.

1. Cometly

Best for: Marketers who want AI-powered attribution with actionable optimization recommendations

Cometly is an AI-driven marketing attribution platform that tracks every touchpoint in the customer journey and provides real-time recommendations to improve campaign performance.

Screenshot of Cometly website

Where This Tool Shines

Cometly stands out by combining accurate attribution with AI-powered insights that tell you exactly what to do next. While most attribution tools just show you the data, Cometly's AI Ads Manager analyzes performance across all your channels and recommends which campaigns to scale, which to pause, and where to shift budget.

The platform uses server-side tracking to capture data that browser-based pixels miss—especially important as iOS restrictions and cookie deprecation continue to limit traditional tracking methods. This means you get a more complete picture of what's actually driving conversions.

Key Features

AI Ads Manager: Get specific optimization recommendations across all ad platforms based on real attribution data.

Server-Side Tracking: Capture accurate conversion data that bypasses browser restrictions and ad blockers.

Multi-Touch Attribution: See the complete customer journey across every channel, from first click to final conversion.

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

AI Chat: Ask questions about your data in plain English and get instant analysis without building custom reports.

Best For

Cometly works best for growth-focused marketers and agencies running multi-platform campaigns who want both accurate attribution and actionable recommendations. It's particularly valuable if you're spending across Meta, Google, TikTok, and other channels and need to understand how they work together.

Pricing

Custom pricing based on ad spend volume. Demo available to explore the platform before committing.

2. Triple Whale

Best for: Shopify brands that need e-commerce-specific attribution and analytics

Triple Whale is an analytics and attribution platform built specifically for e-commerce brands running on Shopify.

Screenshot of Triple Whale website

Where This Tool Shines

Triple Whale excels at bringing together all your e-commerce metrics in one dashboard. The platform integrates natively with Shopify, so setup is relatively straightforward compared to more complex enterprise solutions. You get a unified view of attribution, profit tracking, and creative performance without jumping between multiple tools.

The first-party pixel approach helps capture data that third-party pixels miss, giving you more accurate attribution as tracking restrictions tighten. The creative analytics feature is particularly useful for brands running multiple ad variations—you can see which specific creatives drive purchases, not just clicks.

Key Features

First-Party Pixel Tracking: More reliable data collection that works around browser tracking limitations.

Shopify-Native Integration: Direct connection to your store data for seamless tracking of orders and revenue.

Creative Analytics Dashboard: Track performance down to individual ad creatives to identify winners faster.

Customer Journey Visualization: See the complete path customers take from first touch to purchase.

Profit Tracking and ROAS: Calculate true profitability by factoring in costs, not just revenue.

Best For

Triple Whale is ideal for Shopify-based e-commerce brands, particularly those in the direct-to-consumer space who need clear visibility into which ads drive profitable sales.

Pricing

Growth plan starts around $129 per month, with higher tiers available based on order volume and feature needs.

3. Northbeam

Best for: Enterprise e-commerce companies requiring advanced attribution modeling

Northbeam is an enterprise attribution platform that combines multi-touch attribution with media mix modeling for comprehensive performance analysis.

Screenshot of Northbeam website

Where This Tool Shines

Northbeam takes a more sophisticated approach to attribution by layering machine learning models on top of traditional tracking. This hybrid methodology helps fill gaps where direct tracking falls short—particularly useful for understanding the impact of upper-funnel activities that don't generate immediate clicks.

The platform's media mix modeling component analyzes historical performance data to identify patterns and predict how budget shifts will impact results. This is especially valuable for larger brands running substantial campaigns across multiple channels, where small optimization improvements translate to significant revenue gains.

Key Features

Machine Learning Attribution Models: Advanced algorithms that adapt to your specific customer journey patterns.

Media Mix Modeling Integration: Combine direct attribution with statistical modeling for complete picture.

Cross-Device Tracking: Follow customers across devices to understand multi-device purchase paths.

Custom Attribution Windows: Set flexible lookback windows that match your actual sales cycle.

Enterprise-Grade Reporting: Detailed dashboards and custom reports for stakeholder presentations.

Best For

Northbeam is built for enterprise e-commerce companies with substantial ad budgets who need sophisticated modeling to justify marketing investments to executives.

Pricing

Custom enterprise pricing based on revenue volume and feature requirements. Typically suited for companies spending six figures or more monthly on ads.

4. Rockerbox

Best for: Brands running omnichannel campaigns including offline marketing

Rockerbox is a multi-channel attribution platform that tracks both digital and offline marketing touchpoints in a unified system.

Screenshot of Rockerbox website

Where This Tool Shines

Rockerbox's key differentiator is its ability to connect offline marketing activities—TV ads, podcast sponsorships, direct mail—with digital touchpoints and eventual conversions. Most attribution tools focus exclusively on digital channels, leaving a blind spot for brands investing in traditional media.

The platform uses probabilistic modeling to estimate the impact of offline channels that can't be directly tracked with pixels. This gives you a more complete view of your entire marketing mix, not just the digital portion. The customer journey mapping feature visualizes how different channels work together, helping you understand the role each plays in the conversion path.

Key Features

Unified Digital and Offline Tracking: Connect online and offline marketing in one attribution model.

TV and Podcast Attribution: Measure the impact of broadcast and streaming audio campaigns.

Customer Journey Mapping: Visualize how different touchpoints contribute to conversions over time.

Marketing Spend Optimization: Get recommendations on budget allocation across all channels.

Flexible Attribution Models: Choose from multiple attribution methodologies or create custom models.

Best For

Rockerbox works best for established brands with diversified marketing strategies that include both digital and traditional media channels.

Pricing

Custom pricing based on number of channels tracked and data volume. Pricing structure accommodates both mid-market and enterprise clients.

5. Ruler Analytics

Best for: B2B companies that need call tracking and offline conversion measurement

Ruler Analytics is a B2B-focused attribution platform specializing in call tracking and connecting offline conversions back to their digital sources.

Screenshot of Ruler Analytics website

Where This Tool Shines

Ruler Analytics addresses a critical gap in B2B attribution: phone calls. Many B2B leads start their journey with digital research but convert through a phone call or in-person meeting. Without proper tracking, these conversions appear to come from "direct" traffic, hiding the true source.

The platform assigns unique phone numbers to different marketing sources and tracks which campaigns drive calls. It then integrates with your CRM to connect those calls to closed revenue, giving you complete attribution from first click through final sale. This is particularly valuable for industries like professional services, home services, and B2B SaaS where phone conversations are part of the sales process.

Key Features

Call Tracking and Recording: Assign unique numbers to campaigns and record calls for quality analysis.

Form and Live Chat Tracking: Capture lead source data from all digital conversion points.

CRM Revenue Integration: Connect marketing touchpoints to actual closed revenue in your CRM.

Offline Conversion Tracking: Attribute in-person meetings and offline sales back to digital sources.

Marketing Source Reporting: See which channels drive the most valuable leads and customers.

Best For

Ruler Analytics is ideal for B2B companies and service businesses where phone calls and offline interactions play a significant role in the customer journey.

Pricing

Plans start around $199 per month, with pricing scaling based on call volume and integration requirements.

6. Wicked Reports

Best for: Subscription businesses and info-product companies tracking lifetime value

Wicked Reports is an attribution platform focused on lifetime value tracking for businesses with recurring revenue models.

Screenshot of Wicked Reports website

Where This Tool Shines

Wicked Reports takes a different approach to attribution by focusing on lifetime value rather than just initial purchase. This matters tremendously for subscription businesses, membership sites, and info-product companies where the real profit comes from retention, not acquisition.

The platform tracks not just which ad drove the first sale, but which acquisition source produces customers who stick around longest and generate the most revenue over time. This helps you optimize for customer quality, not just volume. The cohort analysis feature lets you compare the lifetime value of customers acquired from different sources, revealing which channels bring in the most profitable customers.

Key Features

Lifetime Value Attribution: Track total revenue per customer back to original acquisition source.

Cohort Analysis: Compare customer value across different acquisition cohorts and time periods.

Subscription Revenue Tracking: Monitor recurring revenue and churn by marketing source.

Email Marketing Attribution: Measure the impact of email campaigns on long-term customer value.

ROI Reporting by Campaign: Calculate true return on ad spend including lifetime value, not just initial purchase.

Best For

Wicked Reports is best suited for subscription businesses, online course creators, membership sites, and any business where customer lifetime value significantly exceeds initial purchase value.

Pricing

Plans start around $250 per month, with pricing tiers based on revenue volume and data complexity.

7. HubSpot Attribution

Best for: Existing HubSpot users who want built-in attribution without adding another tool

HubSpot Attribution is the native attribution reporting feature included with HubSpot Marketing Hub Professional and Enterprise plans.

Screenshot of HubSpot Attribution website

Where This Tool Shines

HubSpot Attribution's biggest advantage is seamless integration with the HubSpot ecosystem. If you're already using HubSpot for CRM, marketing automation, and content management, you get attribution reporting without connecting yet another third-party tool or managing additional data integrations.

The platform tracks the complete customer journey from first website visit through closed deal, all within the HubSpot interface you already use daily. Contact-level journey tracking shows you exactly which marketing touchpoints each customer encountered before converting. This is particularly useful for content-heavy marketing strategies, as you can attribute revenue to specific blog posts, landing pages, and email campaigns.

Key Features

Native HubSpot CRM Integration: Attribution data flows automatically into contact records and deal tracking.

Multi-Touch Attribution Reports: Choose from several attribution models to analyze campaign performance.

Contact-Level Journey Tracking: See the complete interaction history for every contact in your database.

Revenue Attribution to Content: Understand which blog posts and resources drive actual revenue.

No Additional Tool Required: Everything works within your existing HubSpot subscription.

Best For

HubSpot Attribution makes sense for companies already invested in the HubSpot ecosystem who want basic attribution reporting without the complexity of a standalone platform.

Pricing

Included with Marketing Hub Professional (starting at $800 per month) and Enterprise plans. No separate attribution tool cost if you're already on these tiers.

Choosing the Right Attribution Platform

The best attribution software depends on your specific business model and marketing channels. Cometly delivers AI-powered optimization recommendations alongside accurate multi-platform attribution, making it ideal for marketers who want actionable insights, not just data. Triple Whale excels for Shopify brands needing e-commerce-specific analytics in one dashboard.

Enterprise e-commerce companies with complex attribution needs should consider Northbeam's advanced modeling capabilities. Rockerbox stands out for brands running omnichannel campaigns that include offline marketing. B2B companies that rely on phone calls for conversions will find Ruler Analytics' call tracking invaluable.

Subscription businesses and info-product companies benefit from Wicked Reports' lifetime value focus, which helps optimize for customer quality over volume. And if you're already deeply integrated with HubSpot, their built-in attribution reporting provides solid functionality without adding another tool to your stack.

The key is matching the platform's strengths to your specific tracking challenges. Consider your primary marketing channels, sales cycle length, and whether you need to track offline conversions. Most platforms offer demos or trials—take advantage of these to see which interface and reporting style fits your team's workflow.

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

Learn how Cometly can help you pinpoint channels driving revenue.

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