Platform-native analytics miss 30-40% of conversions due to iOS privacy updates, cookie restrictions, and cross-device journeys. If you're making budget decisions based on Meta or Google's self-reported data, you're working with incomplete information.
This guide compares nine ad tracking and attribution platforms based on what actually matters: attribution accuracy, integration depth, and fit for different business models.
Quick Comparison
| Platform | Best For | Starting Price | Key Strength |
|---|---|---|---|
| Triple Whale | Shopify e-commerce | $129/mo | Real-time profit tracking |
| Northbeam | DTC brands, multi-channel | ~$1,000/mo | ML attribution + media mix modeling |
| Hyros | High-ticket, complex funnels | $500/mo | AI multi-touch attribution |
| Cometly | E-commerce, server-side tracking | $1,000/mo | First-party tracking accuracy |
| Rockerbox | Enterprise, omnichannel | ~$2,000/mo | Incrementality testing |
| Segmetrics | Subscription/membership | $200/mo | LTV attribution |
| Wicked Reports | Multi-channel e-commerce | $250/mo | CRM-based tracking |
| Ruler Analytics | B2B, phone call tracking | $199/mo | Offline conversion attribution |
| Funnel.io | Agencies, data aggregation | $500/mo | 500+ platform connectors |
Choosing by Business Model
| Business Type | Primary Need | Recommended Platforms |
|---|---|---|
| Shopify e-commerce | Profit tracking, pixel accuracy | Triple Whale, Cometly |
| DTC brands ($100K+/mo spend) | Multi-channel attribution | Northbeam, Triple Whale |
| High-ticket/coaching | Complex funnel tracking | Hyros, Segmetrics |
| Subscription/SaaS | LTV attribution | Segmetrics, Wicked Reports |
| B2B lead gen | Phone/form tracking | Ruler Analytics, Wicked Reports |
| Enterprise omnichannel | Incrementality, MMM | Rockerbox, Northbeam |
| Agencies (multi-client) | Data aggregation | Funnel.io |
1. Triple Whale
Best for: Shopify brands wanting unified analytics with real-time profit tracking
What It Does
Triple Whale combines attribution tracking with profit analytics—showing actual profit per campaign after COGS, shipping, and platform fees, not just revenue.
Where It Excels
Profit-focused reporting: While other tools show revenue, Triple Whale shows actual profit per campaign. Budget allocation decisions become obvious when you can see true ROI.
Unified dashboard: Aggregates data from Shopify, Meta, Google, TikTok, and email platforms into one real-time view.
Enhanced pixel: Captures conversion data that Meta's native pixel misses, improving attribution accuracy for iOS and privacy-restricted users.
Key Capabilities
| Feature | What It Does |
|---|---|
| Real-time profit tracking | Factors in COGS, shipping, returns for true campaign ROI |
| Unified dashboard | All channels in single view |
| Enhanced pixel | Better conversion capture than native pixels |
| Creative analytics | Performance by specific ad elements |
| Customer cohort analysis | LTV prediction by acquisition source |
| Mobile app | On-the-go monitoring |
Best For
- Shopify brands doing $50K-$5M monthly revenue
- Teams needing shared visibility into profit metrics
- Agencies managing multiple e-commerce clients
Limitations
- Shopify-focused (limited for non-Shopify stores)
- Less sophisticated for complex B2B funnels
Pricing
- $129/month (up to $150K monthly revenue)
- $799/month (up to $3M monthly revenue)
- Enterprise plans available
2. Northbeam
Best for: DTC brands needing ML attribution and media mix modeling
What It Does
Northbeam combines machine learning attribution with media mix modeling to measure both click-based performance and incremental impact of brand campaigns.
Where It Excels
ML-based attribution: AI learns your specific customer patterns rather than applying generic rules. Recognizes that some customers convert after one ad while others need multiple touchpoints.
Media mix modeling: Measures incremental lift from brand campaigns, TV, podcasts, and influencer partnerships that don't generate direct clicks.
Creative-level tracking: Attribution down to individual ad creatives—which specific images or videos drive conversions.
Key Capabilities
| Feature | What It Does |
|---|---|
| Machine learning attribution | Adapts to your customer behavior patterns |
| Media mix modeling | Measures brand campaign incrementality |
| Creative-level tracking | Performance by specific ad creative |
| Forecasting | Predicts outcomes from different budget allocations |
| Data warehouse integration | Pushes to Snowflake, BigQuery |
Best For
- DTC brands spending $100K+/month across multiple channels
- Companies investing in both performance and brand marketing
- Teams with analytics resources to leverage advanced features
Limitations
- Higher price point
- Requires sufficient data volume for ML to learn
- May be overkill for simple, single-channel campaigns
Pricing
- Starts ~$1,000/month
- Scales with ad spend and complexity
- Custom quotes after consultation
3. Hyros
Best for: High-ticket businesses with complex, multi-step sales funnels
What It Does
Hyros uses AI to track customers through complicated journeys—webinars, sales calls, email sequences, and multiple ad touchpoints before conversion.
Where It Excels
Complex funnel tracking: Tracks through webinar registrations, attendance, sales calls, and delayed conversions. Attributes revenue to original traffic source.
Print tracking: Generates unique phone numbers and URLs for each traffic source, connecting offline conversions (phone calls) to specific campaigns.
LTV tracking: Monitors customer behavior beyond initial purchase, showing which channels produce customers with highest long-term value.
Key Capabilities
| Feature | What It Does |
|---|---|
| AI multi-touch attribution | Weighs each interaction's actual influence on sale |
| Print tracking | Unique phone/URLs for offline attribution |
| CRM integration | Tracks from ad click to closed deal |
| Webinar tracking | Attribution through registration → attendance → sale |
| LTV tracking | Customer value by acquisition channel |
Best For
- Coaching programs, courses, high-ticket services
- Businesses with sales call conversions
- Companies with AOV > $500 and $30K+/month ad spend
- Webinar-based funnels
Limitations
- Higher learning curve
- Overkill for simple e-commerce
- Requires proper CRM/sales process integration
Pricing
- $500/month (basic)
- $1,500-$3,000+/month (premium features)
- Pricing based on ad spend volume
4. Cometly
Best for: E-commerce brands needing accurate server-side tracking
What It Does
Cometly specializes in first-party tracking that survives iOS updates and ad blockers using hybrid pixel and server-side architecture.
Where It Excels
Server-side tracking: Captures conversions that pixel-based systems miss due to privacy settings or ad blockers.
Identity resolution: Connects the same user across multiple devices and sessions, building complete journey maps.
Visual journey mapping: Shows exactly how customers interact with your ads before converting.
Key Capabilities
| Feature | What It Does |
|---|---|
| Hybrid tracking | Browser-side + server-side for maximum capture |
| Identity resolution | Cross-device, cross-session user matching |
| Visual journey mapping | See exact touchpoint sequences |
| Native e-commerce integrations | Shopify, WooCommerce direct connections |
| Conversion alerts | Slack/email notifications |
Best For
- E-commerce brands seeing discrepancies between platform reporting and actual sales
- Businesses doing $100K+ monthly with multi-channel strategies
- Companies needing cross-device journey tracking
Limitations
- Higher price point for smaller businesses
- Less suited for B2B/lead gen
Pricing
- Starts at $1,000/month
- Enterprise solutions available
5. Rockerbox
Best for: Enterprise brands needing marketing mix modeling and incrementality testing
What It Does
Rockerbox goes beyond click-based attribution to measure true incrementality—the actual lift your marketing generates versus what would have happened anyway.
Where It Excels
Incrementality testing: Measures true marketing lift by comparing exposed audiences against control groups.
Marketing mix modeling: Incorporates TV, podcast, direct mail, and offline channels alongside digital campaigns.
Cross-channel deduplication: Eliminates double-counting when customers interact with multiple campaigns.
Key Capabilities
| Feature | What It Does |
|---|---|
| Marketing mix modeling | Digital + TV + podcast + direct mail in unified model |
| Incrementality testing | Holdout group analysis for true lift measurement |
| Deduplication | Eliminates double-counting across channels |
| Custom attribution models | Tailored to your sales cycle |
| Data warehouse integration | Pushes to Snowflake, BigQuery |
| Data science support | Strategic guidance from attribution experts |
Best For
- Enterprise brands with $500K+/month marketing budgets
- Companies running TV, podcast, and brand campaigns
- Teams with dedicated analytics resources
Limitations
- Enterprise pricing excludes smaller advertisers
- Requires more setup and strategic planning
- Best for sophisticated marketing teams
Pricing
- Starts ~$2,000/month
- Custom quotes based on complexity
6. Segmetrics
Best for: Subscription businesses and membership sites tracking LTV
What It Does
Segmetrics tracks the entire customer lifecycle from first ad click through multiple purchases, upgrades, and renewals—connecting marketing spend to long-term customer value.
Where It Excels
LTV attribution: Shows which traffic sources generate customers with highest lifetime values, not just most conversions.
Cohort analysis: Reveals how customer behavior changes over time, identifying channels that produce retained vs. churned customers.
Subscription metrics: Connects attribution to MRR, churn rates, and expansion revenue.
Key Capabilities
| Feature | What It Does |
|---|---|
| LTV attribution by source | Revenue over time by acquisition channel |
| Cohort analysis | Retention tracking by acquisition period |
| Lead scoring | Conversion probability based on behavior |
| Membership platform integration | Kajabi, Teachable, MemberPress connections |
| Subscription metrics | MRR, churn, expansion revenue alongside attribution |
Best For
- Subscription businesses, SaaS companies
- Online course creators, membership sites
- Businesses with 6+ month customer lifecycles
- Teams optimizing for customer quality over quantity
Limitations
- Less suited for one-time purchase e-commerce
- Requires recurring revenue model to be valuable
Pricing
- $200/month (basic LTV tracking)
- $500+/month (advanced cohort analysis)
7. Wicked Reports
Best for: Multi-channel businesses needing CRM-based attribution
What It Does
Wicked Reports uses email addresses and CRM data to connect anonymous visitors to known customers, maintaining attribution accuracy even as browser tracking degrades.
Where It Excels
CRM-based tracking: Uses first-party data (email addresses) to connect touchpoints, not cookies.
Email marketing attribution: Connects email campaigns to revenue outcomes—which sequences drive conversions.
Long sales cycle support: Tracks journeys spanning weeks or months across multiple channels.
Key Capabilities
| Feature | What It Does |
|---|---|
| Multi-touch attribution models | First-touch, last-touch, linear, time-decay, custom |
| CRM integration | HubSpot, Salesforce, Infusionsoft tracking |
| Email attribution | Revenue from Klaviyo, Mailchimp, ActiveCampaign |
| Subscription tracking | Renewals, upgrades, churn by source |
| Lead source ROI | True ROAS including LTV |
Best For
- E-commerce with heavy email marketing
- Higher-ticket products, subscription services
- Businesses with $10K-$500K monthly ad spend
Limitations
- Requires email capture for full functionality
- Setup complexity for CRM integration
Pricing
- $250/month (basic multi-touch)
- $1,500+/month (enterprise CRM integration)
8. Ruler Analytics
Best for: B2B companies tracking phone calls and offline conversions
What It Does
Ruler Analytics bridges online marketing and offline conversions—phone calls, form submissions, and delayed sales that close weeks after initial contact.
Where It Excels
Call tracking: Assigns unique phone numbers to different marketing sources, attributing phone inquiries to specific campaigns and keywords.
CRM revenue integration: Tracks leads from first click through closed deals in Salesforce/HubSpot.
Offline conversion tracking: Connects in-person meetings and delayed purchases back to original marketing touchpoints.
Key Capabilities
| Feature | What It Does |
|---|---|
| Dynamic call tracking | Unique numbers by source/campaign/keyword |
| Form tracking | Full journey attribution for form submissions |
| CRM revenue integration | Salesforce, HubSpot closed-loop attribution |
| Offline conversion tracking | In-person, delayed purchase attribution |
| Multi-touch models | First-click, last-click, linear, custom |
Best For
- B2B companies, professional services
- Home services, any business with phone-driven revenue
- Deal values > $1,000 with multi-day sales cycles
Limitations
- Less suited for pure e-commerce
- Requires phone/form as conversion points
Pricing
- $199/month (basic call tracking)
- $799+/month (enterprise CRM integration)
9. Funnel.io
Best for: Agencies and brands needing automated data collection from many platforms
What It Does
Funnel.io aggregates marketing data from 500+ sources into unified reporting dashboards and data warehouses—eliminating manual data exports.
Where It Excels
Massive connector library: Pre-built connections to 500+ marketing platforms, analytics tools, and CRM systems.
Data transformation: Standardizes metrics across sources (Facebook "spend" + Google "cost" = unified "ad spend").
Data warehouse integration: Pushes clean data to Snowflake, BigQuery, Redshift for advanced analysis.
Key Capabilities
| Feature | What It Does |
|---|---|
| 500+ connectors | All major ad networks, analytics, CRMs |
| Data warehouse integration | Snowflake, BigQuery, Redshift |
| Custom transformation rules | Standardize naming, currencies, metrics |
| Historical backfill | Import historical data from new sources |
| Scheduled refreshes | Automatic syncing on your schedule |
Best For
- Agencies managing multiple clients
- Enterprise teams with 10+ data sources
- Companies building data warehouses for custom analysis
Limitations
- Data aggregation, not attribution modeling
- Requires separate tools for actual attribution logic
Pricing
- $500/month (basic connectors)
- $2,000+/month (enterprise transformation, warehouse integration)
How Tracking Platforms Fit With Optimization Tools
Tracking and attribution platforms answer "what happened" and "what's working." Optimization platforms answer "what to do about it."
| Category | Function | Example Tools |
|---|---|---|
| Tracking/Attribution | Measure conversions, attribute to sources | Triple Whale, Northbeam, Hyros |
| Optimization/Automation | Execute campaigns, optimize based on data | Ryze AI, Revealbot, Optmyzr |
| Data Aggregation | Collect and standardize data | Funnel.io, Supermetrics |
A complete stack often includes both:
- Attribution platform to understand what's actually driving conversions
- Optimization platform like Ryze AI to act on those insights across Google and Meta campaigns
The best attribution data is worthless if you can't quickly translate insights into campaign changes.
Decision Framework
By Primary Attribution Gap
| If Your Gap Is... | Consider |
|---|---|
| Pixel accuracy (iOS impact) | Cometly, Triple Whale |
| Cross-device journeys | Northbeam, Hyros, Cometly |
| Profit visibility (not just revenue) | Triple Whale |
| Complex multi-step funnels | Hyros |
| Brand campaign incrementality | Rockerbox, Northbeam |
| LTV by acquisition source | Segmetrics, Wicked Reports |
| Phone call attribution | Ruler Analytics |
| Multi-client data aggregation | Funnel.io |
By Monthly Ad Spend
| Ad Spend | Recommended Platforms |
|---|---|
| $10K-$50K | Triple Whale, Segmetrics, Ruler Analytics |
| $50K-$100K | Triple Whale, Northbeam, Hyros |
| $100K-$500K | Northbeam, Hyros, Cometly |
| $500K+ | Rockerbox, Northbeam, enterprise solutions |
By Technical Resources
| Technical Capability | Recommended Platforms |
|---|---|
| Limited (plug-and-play needed) | Triple Whale, Segmetrics |
| Moderate (some setup acceptable) | Northbeam, Hyros, Cometly |
| Advanced (data warehouse, custom models) | Rockerbox, Funnel.io |
Implementation Checklist
Before Selecting
- [ ] Identify primary attribution gap (accuracy? cross-channel? LTV?)
- [ ] Assess current discrepancy between platform reporting and actual results
- [ ] Calculate potential value of improved attribution (budget savings, better allocation)
- [ ] Inventory technical resources available for setup
During Evaluation
- [ ] Test with representative campaigns during trial
- [ ] Compare attribution to platform-native reporting
- [ ] Verify integration with your e-commerce/CRM platform
- [ ] Evaluate reporting usability for your team
Post-Implementation
- [ ] Establish baseline before making decisions based on new data
- [ ] Compare new attribution insights to previous assumptions
- [ ] Connect attribution insights to optimization actions
- [ ] Use platforms like Ryze AI to act on insights across Google and Meta
Common Mistakes
Mistake 1: Attribution Without Action
Problem: You have perfect attribution data but no system to act on it quickly.
Fix: Pair attribution platforms with optimization tools. Use Ryze AI or similar to translate insights into campaign changes across Google and Meta.
Mistake 2: Over-Engineering for Your Scale
Problem: Enterprise solution for $20K/month ad spend.
Fix: Match platform sophistication to your actual complexity and budget.
Mistake 3: Ignoring Attribution Windows
Problem: Using 7-day attribution for products with 30-day sales cycles.
Fix: Choose platforms that support attribution windows matching your actual customer journey.
Mistake 4: Single-Platform Attribution
Problem: Using Meta's native attribution to evaluate Meta campaigns.
Fix: Third-party attribution for unbiased cross-channel view.
Mistake 5: Expecting Attribution to Fix Bad Strategy
Problem: Attribution reveals what's not working, but you don't change strategy.
Fix: Attribution is diagnostic. You still need to act on the diagnosis.
Summary
Attribution platforms solve different problems:
| Problem | Solution |
|---|---|
| iOS/privacy tracking gaps | Server-side tracking (Cometly, Triple Whale) |
| Cross-device journeys | Identity resolution (Northbeam, Hyros) |
| Complex funnels | Multi-touch attribution (Hyros) |
| Brand campaign measurement | Incrementality testing (Rockerbox, Northbeam) |
| Subscription LTV | Cohort analysis (Segmetrics) |
| Offline conversions | Call tracking (Ruler Analytics) |
| Data aggregation | ETL pipelines (Funnel.io) |
The best attribution data is only valuable if you can act on it. Pair tracking platforms with optimization tools like Ryze AI for Google + Meta to close the loop between insight and action.
Start by identifying your primary attribution gap, then match the platform to that specific problem.
Once you have accurate attribution, Ryze AI helps you act on those insights with AI-powered optimization across both Google and Meta campaigns.







