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Attribution & ROAS Comparison Matrix

Side-by-side feature matrix with per-row priority sliders. Adjust weights in the last column to recalculate System SCORE instantly.

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Features Triple Whale AnyTrack Dreamdata Northbeam Hyros Your Priority
Actions Visit Website ↗ Visit Website ↗ Visit Website ↗ Visit Website ↗ Visit Website ↗ Priority controls
E-commerce Tracking This commerce measurement feature provides deep, out-of-the-box e-commerce tracking through a direct, highly integrated API connection with Shopify. This commerce measurement feature provides automated, structured e-commerce tracking that maps transaction data directly to marketing source identifiers. This commerce measurement feature deeply integrates with Shopify and other e-commerce platforms to automatically pull exact revenue, order data, and product performance. The system offers specialized e-commerce tracking that maps complex, multi-touch customer journeys to total revenue, even across disconnected sales channels.
10
0 10
GDPR / CCPA Compliance out-of-the-box The platform provides compliance through first-party data tracking and built-in consent integration, operating as a data processor for the merchant. The vendor provides built-in tools for managing user consent and ensuring data collection practices align with global privacy standards. The vendor operates purely as a data processor, offering EU data residency and built-in tools to manage strict B2B privacy requirements.
10
0 10
Multi-touch Attribution The platform functionality offers several specialized attribution models, allowing marketers to analyze the customer journey across various ad platforms and channels. The platform functionality provides a multi-channel attribution model that evaluates the contribution of various touchpoints across a user's entire path to purchase. The platform functionality provides advanced B2B multi-touch attribution, distributing revenue credit across long, multi-stakeholder buyer journeys. The platform functionality provides a holistic attribution framework that aggregates data from all marketing touchpoints to determine their relative contribution to conversion.
10
0 10
Revenue / Pipeline Attribution The platform excels at matching specific marketing clicks directly to Shopify orders, clearly defining the revenue generated by each channel. The revenue attribution engine links marketing interactions to actual transaction values, providing clear visibility into campaign profitability. The platform directly connects marketing activities to actual CRM pipeline value, definitively proving marketing ROI. The platform links marketing activity to revenue by ingesting CRM and order data to identify which campaigns actually drive closed deals. The revenue attribution engine maps all prior marketing interactions to a single conversion, enabling precise measurement of marketing ROI.
10
0 10
ROAS / CAC / MER Reporting ROAS and CAC reporting provides incredibly precise, real-time dashboards for Return on Ad Spend (ROAS) and Customer Acquisition Cost (CAC) across all active channels. ROAS and CAC reporting provides automated ROAS and CAC metrics by unifying ad spend, conversion data, and revenue into a single, cohesive reporting dashboard. ROAS and CAC reporting delivers highly accurate B2B ROAS and CAC metrics by combining ad spend data directly with CRM revenue and attribution modeling. ROAS and CAC reporting delivers automated ROAS and CAC metrics, calculating financial efficiency by combining spend data with downstream revenue attribution. ROAS and CAC reporting delivers automated financial reporting for ROAS and CAC, accurately attributing marketing spend to actual customer revenue.
10
0 10
Raw Data Export (BigQuery/S3) The platform provides robust data extraction capabilities, natively pushing cleaned, unified B2B attribution datasets to major data warehouses.
9
0 10
Data Retention Limits The platform generally retains historical touchpoint and CRM data indefinitely for active customers, vital for analyzing long B2B sales cycles.
8
0 10
Server-side Conversion Tracking / Conversion API The server-side setup utilizes a robust Server-to-Server Tracking API, allowing merchants to bypass client-side ad blockers and ensure accurate data collection. The server-side setup utilizes server-side tracking to ensure highly accurate conversion data capture, significantly reducing data loss from browser-level privacy measures. nan Its server-side tracking architecture ensures high-fidelity data capture by bypassing client-side browser restrictions and ad-blockers. Server-side conversion tracking is used to ensure maximum accuracy in attribution, effectively bypassing common tracking errors and data loss from browser-level restrictions.
8
0 10
Ad Platform Conversion Sync This feedback-loop capability allows merchants to automatically push cleaned, server-side conversion data back to ad platforms via Conversions APIs (CAPI). This feedback-loop capability automatically synchronizes conversion events to major advertising networks, powering their algorithms with server-verified data. This feedback-loop capability allows teams to sync B2B attribution data back to ad platforms (like LinkedIn or Google Ads) to optimize bidding algorithms for actual revenue. This feedback-loop capability automatically synchronizes conversion data back to advertising networks, training their algorithms on verified, server-side revenue events. This feedback-loop capability synchronizes verified server-side conversion data back to advertising platforms, drastically improving the performance of their automated bidding algorithms.
8
0 10
Campaign Analytics & Revenue Reporting This capability features a highly specialized "Pixel Dashboard" that allows media buyers to drill down into ROAS and profit metrics at the specific ad creative level. Its campaign analytics tools provide a unified dashboard for viewing marketing performance across all integrated channels. This capability offers comprehensive dashboards analyzing campaign performance through the lens of B2B pipeline generation and closed revenue. The campaign analytics engine offers a unified view of performance, mapping top-of-funnel clicks to middle-funnel pipeline and closed revenue.
8
0 10
Offline Data Import Offline data import enables the integration of offline conversion data (such as call center or physical store sales) into digital analytics and ad platforms. The platform deeply integrates with CRM systems to import offline sales activity, merging offline revenue with digital marketing touchpoints.
7
0 10
Incrementality Testing The platform features a native experimentation tool to help brands measure the true incremental lift of their ad spend across specific channels. The incrementality testing framework helps brands validate the actual lift of their marketing channels through controlled experiments.
7
0 10
First-party Tracking Pixel The platform relies on its proprietary "Pixel," which acts as a robust first-party tracker to build a unified identity graph of website visitors. The platform employs a first-party tracking pixel to ensure resilient, compliant, and accurate data collection across all marketing channels. Its robust first-party tracking pixel ensures accurate user journey mapping while maintaining full data ownership and privacy compliance. Its first-party tracking pixel ensures resilient, accurate data capture that survives browser-level privacy restrictions.
7
0 10
SSO Support Enterprise security is ensured via native SAML 2.0 Single Sign-On, integrating seamlessly with Okta, Azure AD, and Google Workspace.
6
0 10
Marketing Mix Modeling / MMM The platform functionality integrates Marketing Mix Modeling (MMM) alongside multi-touch attribution, using statistical analysis to evaluate the holistic impact of marketing spend. Marketing Mix Modeling provides a statistical view of overall marketing impact, helping brands optimize spend across channels, including offline ones.
6
0 10
System SCORE 6.2 / 10 6.1 / 10 5.8 / 10 5.6 / 10 3.2 / 10

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