Analytics & Attribution · Subtrack
Multi-Touch Attribution & eCommerce Dashboards tools
Multi-Touch Attribution (MTA) software and eCommerce profit analytics dashboards. Employs first-party server-side tracking pixels to trace customer click paths from first discovery to final checkout, providing real-time ROAS, CAC, and blended contribution margin visibility.
Comparison table
| Product | Pricing | Audience | Moat tier | AI autonomy | Summary |
|---|---|---|---|---|---|
| Adverity | Custom / enterprise pricing | DTC / eCommerce, Enterprise Brands | Proprietary moat (category leader) | L3 · Conditional automation | Marketing data intelligence platform automating data integration, transformation, and automated reporting across hundreds of digital advertising channels. |
| AppsFlyer | Custom / enterprise pricing | DTC / eCommerce, Enterprise Brands | Proprietary moat (category leader) | L2 · Workflow copilot (est.) | Mobile measurement platform delivering cross-platform attribution, privacy-preserving measurement, and deep linking. |
| Branch Metrics AI | Custom / enterprise pricing | DTC / eCommerce, Enterprise Brands | Proprietary moat (category leader) | L2 · Workflow copilot (est.) | Linking and measurement platform delivering deep linking, web-to-app attribution, and unified cross-platform analytics. |
| Lifesight | Custom / enterprise pricing | B2B SaaS, Marketing Agencies | Proprietary moat | L3 · Conditional automation (est.) | Unified marketing measurement platform combining Marketing Mix Modeling (MMM), Multi-Touch Attribution (MTA), and incrementality testing. |
| PostHog AI | Open source (self-host) · Cloud plans available | B2B SaaS, Creators / Solo | Proprietary moat | L2 · Workflow copilot (est.) | Open-source product analytics and user session suite offering AI-assisted SQL queries, feature flags, and survey tools. |
| Similarweb AI | Custom / enterprise pricing | B2B SaaS, DTC / eCommerce, Enterprise Brands | Proprietary moat (category leader) | L2 · Workflow copilot (est.) | Digital market intelligence platform analyzing web traffic, audience demographics, and competitive keyword benchmarks. |
| SpyFu | $39–$299/mo | B2B SaaS, Creators / Solo | Proprietary moat | L2 · Workflow copilot (est.) | Competitor keyword research and search marketing spy tool revealing competitor PPC spend and organic ranking history. |
| ThoughtSpot Sage | From $1,000/mo · Enterprise plan | DTC / eCommerce, Enterprise Brands | Proprietary moat (category leader) | L3 · Conditional automation (est.) | AI-powered search and analytics platform translating natural language questions into interactive enterprise data insights. |
| AdPlexity | $149–$199/mo | Creators / Solo | Workflow-embedded | L1 · Prompt-assisted (est.) | Competitive intelligence and ad spy tool tracking native, mobile, desktop, and push campaigns across worldwide ad networks. |
| AgencyAnalytics | $12–$18/mo | B2B SaaS, Marketing Agencies | Workflow-embedded | L2 · Workflow copilot (est.) | All-in-one reporting platform for marketing agencies automating client dashboard generation across 80+ integrations. |
| Coupler.io | $49–$249/mo | B2B SaaS | Workflow-embedded | L2 · Workflow copilot (est.) | Automated data integration and reporting platform syncing marketing, sales, and financial data into dashboards and spreadsheets. |
| DashThis | $38–$379/mo | B2B SaaS, Marketing Agencies | Workflow-embedded | L2 · Workflow copilot (est.) | Automated marketing reporting tool designed for agencies to create custom multi-channel performance dashboards effortlessly. |
| Databox | Free plan · $47–$239/mo | B2B SaaS | Workflow-embedded | L2 · Workflow copilot (est.) | Business analytics dashboard pulling real-time KPIs and performance metrics from multiple data sources into unified scorecards. |
| Fivetran | Usage-based pricing | B2B SaaS, DTC / eCommerce, Enterprise Brands | Workflow-embedded | L2 · Workflow copilot (est.) | Automated data movement platform providing managed ELT pipelines to replicate marketing and operational data to warehouses. |
| FullStory | Custom / enterprise pricing | B2B SaaS, DTC / eCommerce, Enterprise Brands | Workflow-embedded | L2 · Workflow copilot (est.) | Behavioral data platform providing digital experience analytics, session replay, and funnel drop-off diagnostics. |
| Funnel.io | $400–$1,500/mo | DTC / eCommerce, Enterprise Brands | Proprietary moat | L2 · Workflow copilot (est.) | Marketing data hub automating collection, transformation, and export of multi-channel ad spend and performance data. |
| Kantar BrandZ | Custom / enterprise pricing | DTC / eCommerce, Enterprise Brands | Workflow-embedded | L1 · Prompt-assisted (est.) | Global brand equity valuation and perception platform providing benchmark metrics for enterprise brand growth strategies. |
| Kochava | From $100/mo · Enterprise plan | DTC / eCommerce, Enterprise Brands | Proprietary moat | L2 · Workflow copilot (est.) | Unified audience platform providing omnichannel attribution, deep linking, and fraud mitigation for mobile app growth. |
| Nielsen ONE | Custom / enterprise pricing | DTC / eCommerce, Enterprise Brands | Proprietary moat | L2 · Workflow copilot (est.) | Cross-platform audience measurement solution unifying linear TV and digital streaming metrics for deduplicated reach analysis. |
| Oviond | $99–$399/mo | B2B SaaS, Marketing Agencies | Proprietary moat | L2 · Workflow copilot (est.) | Complete marketing analytics and reporting platform simplifying client performance dashboards and automated reporting workflows. |
| Pathmatics | Custom / enterprise pricing | DTC / eCommerce, Enterprise Brands | Workflow-embedded | L2 · Workflow copilot (est.) | Digital advertising intelligence tool revealing competitor ad spend, creative distribution, and impression share. |
| Porter Metrics | $15–$80/mo | Creators / Solo | Proprietary moat | L2 · Workflow copilot (est.) | No-code reporting tool connecting Facebook, Instagram, and TikTok ad accounts into customizable Looker Studio dashboards. |
| PowerMyAnalytics | $14.95–$199/mo | Creators / Solo | Workflow-embedded | L2 · Workflow copilot (est.) | Marketing data connector importing advertising and analytics data into Looker Studio, Google Sheets, and BigQuery. |
| ReportGarden | $89–$299/mo | B2B SaaS, Marketing Agencies | Workflow-embedded | L2 · Workflow copilot (est.) | Client reporting and agency management tool automating cross-channel PPC, SEO, and social media reporting dashboards. |
| Scibids AI | Revenue share / media-spend based | DTC / eCommerce, Enterprise Brands | Workflow-embedded | L4 · Autonomous agent (est.) | AI-driven programmatic bidding platform optimizing DSP algorithms for maximum campaign performance and media efficiency. |
| SocialPeta | $149–$499/mo | DTC / eCommerce | Workflow-embedded | L2 · Workflow copilot (est.) | Global ad creative and intelligence platform tracking mobile gaming and app marketing campaigns across 70+ media channels. |
| Supermetrics | $39–$999/mo | B2B SaaS, DTC / eCommerce, Enterprise Brands | Proprietary moat | L2 · Workflow copilot (est.) | Leading marketing data connector moving campaign metrics from advertising platforms into BI dashboards and data lakes. |
| Swydo | $39–$380/mo | B2B SaaS, Marketing Agencies | Workflow-embedded | L2 · Workflow copilot (est.) | Reporting and monitoring platform designed for digital marketing agencies to generate clean client performance dashboards. |
| TapClicks | Custom / enterprise pricing | DTC / eCommerce, Enterprise Brands | Proprietary moat | L2 · Workflow copilot (est.) | Smart marketing operations and analytics platform providing automated data aggregation and visual reporting for agencies. |
| Tenjin | Free | DTC / eCommerce | Proprietary moat | L2 · Workflow copilot (est.) | Mobile growth and attribution platform offering free attribution and automated ad revenue analytics for mobile game studios. |
| Adjust | Custom / enterprise pricing | DTC / eCommerce, Enterprise Brands | Proprietary moat (category leader) | L2 · Workflow copilot (est.) | Mobile measurement partner (MMP) and analytics platform providing real-time attribution, fraud prevention, and marketing automation. |
| Glassbox | Custom / enterprise pricing | DTC / eCommerce, Enterprise Brands | Proprietary moat | L2 · Workflow copilot (est.) | Customer experience and session replay analytics platform capturing web and mobile app journeys to eliminate conversion friction. |
| Stitch Data | $100–$1,250/mo | B2B SaaS | Workflow-embedded | L2 · Workflow copilot (est.) | Cloud-first ELT service connecting popular marketing and business sources into centralized data warehouses quickly. |
| Triple Whale | Pricing not disclosed | DTC / eCommerce | Proprietary moat (category leader) | L3 · Conditional automation (est.) | AI-powered data platform and attribution operating system built specifically for Shopify brands to optimize ROAS, LTV, and ad spend. |
| Whatagraph | €219–€439/mo | B2B SaaS, Marketing Agencies | Proprietary moat | L2 · Workflow copilot (est.) | Cross-channel marketing data platform automating multi-source data visualization, client reporting, and live dashboards. |
| AppGrowing | From $199/mo | DTC / eCommerce | Proprietary moat | L2 · Workflow copilot (est.) | Global mobile advertising intelligence platform tracking ad creatives, media buying strategies, and app market trends. |
| Moat by Oracle | Revenue share / media-spend based | DTC / eCommerce, Enterprise Brands | Workflow-embedded | L2 · Workflow copilot (est.) | Digital ad verification and measurement suite tracking ad viewability, invalid traffic, and brand safety across platforms. |
Frequently asked questions
How does first-party server-side tracking bypass browser ad blockers?
By executing tracking scripts from your own custom sub-domain (e.g., track.yourbrand.com) and transmitting event data server-to-server via Conversions API (CAPI), events circumvent client-side ad-blockers and Safari ITP limitations.
Which attribution model is best: first-click, last-click, or linear?
Most sophisticated teams use data-driven Shapley value or position-based (40/20/40) attribution to credit both initial brand discovery touchpoints and final conversion drivers without over-indexing on retargeting ads.