Quick answer
At a glance
- ThoughtMetric: A multi-touch attribution platform for e-commerce. Plans start at $99/month, with every feature included on every tier.
- Triple Whale: Shopify analytics and attribution with AI-driven reporting. Foundation plan from $219/month, scaling with annual GMV.
- Northbeam: Machine learning attribution and media mix modeling for higher-spend brands. Starter from $1,500/month, priced on data volume.
- Hyros: Ad tracking for advertisers with longer funnels. Starts at $230/month billed annually for up to $20,000 in tracked monthly revenue.
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Polar Analytics: Shopify-focused analytics and business intelligence. Pricing is not listed on Polar Analytics' website.
#1 - ThoughtMetric
- Five attribution models, including a recommended multi-touch model, plus first touch, last touch, position-based, and linear paid. Each brand picks the model that fits its buying cycle.
- Configurable lookback windows of 7, 14, 30, 60, or 90 days.
- Server-side tagging with Conversion API integrations for Meta and Google.
- Post-purchase surveys that ask shoppers how they heard about the brand, feeding non-click discovery back into the attribution model.
- Product attribution showing total sales by SKU, customer LTV analysis, and creative performance tracking.
- AI connectors that bring attribution data into Claude and ChatGPT.
Both offer multi-touch attribution and server-side tracking for e-commerce. ThoughtMetric supports Shopify, WooCommerce, BigCommerce, and Magento, while AdMetrics is built primarily around Shopify, marketplaces, and ad platforms. ThoughtMetric prices on pageviews rather than ad spend, and every feature is available on every plan, so smaller teams get full attribution without moving up tiers.
#2 - Triple Whale
- Triple Pixel for first-party, cross-device tracking.
- Multi-touch attribution and post-purchase surveys.
- Creative, product, and cohort analytics on higher tiers.
- Marketing mix modeling and incrementality testing on the top tier.
- Moby AI for natural-language reporting across Triple Whale and Slack.
#3 - Northbeam
- First-party pixel with clicks and deterministic view tracking.
- Machine learning multi-touch attribution.
- Media mix modeling and correlation analysis.
- Creative analytics and API access on higher tiers.
How does Northbeam compare to AdMetrics?
Both pair multi-touch attribution with media mix modeling. Northbeam is built for brands with larger media budgets, and its entry price sits well above AdMetrics. AdMetrics starts lower and prices by ad spend, which can make it more accessible for brands earlier in their scaling.
#4 - Hyros
- Print tracking across clicks, calls, and emails.
- AI ad optimization and Conversion API integrations.
- Long attribution windows for extended buying cycles.
- Dedicated one-to-one setup and support.
Hyros prices by tracked revenue, while AdMetrics prices by ad spend. Hyros leans toward info products and businesses with sales calls and long funnels, while AdMetrics is built around e-commerce reporting, modeling, and experimentation. Both require a call to set up higher tiers.
#5 - Polar Analytics
- Multichannel dashboards with no-code custom metrics.
- First-party pixel and multi-touch attribution.
- Dedicated Snowflake database and warehouse access on higher tiers.
How does Polar Analytics compare to AdMetrics?
Polar centers on business intelligence and dashboarding, while AdMetrics centers on attribution, media mix modeling, and experimentation. Both pull data from Shopify and ad platforms into one place, so the choice comes down to whether reporting flexibility or attribution and modeling depth matters more.