Visibility in this ranking can be paid for. Payment moves a vendor's position within the
shortlist; it never adds a vendor, and it never changes a word of the review. The largest vendors in marketing attribution software
cannot hold places 1 to 3. Places 1 to 3 go to challengers, vendors outside the best-known brands in a category,
wherever the category has them; the established names follow from place 4 in their ranked order. How it works: placement disclosure ·
editorial process.
The 11 tools, reviewed
#1 Dreamdata
B2B attribution built around accounts and the CRM · Denmark · dreamdata.io
B2B Account-based Free tier
Dreamdata takes first place because a B2B buyer can try it without a call. The free plan includes B2B web analytics, company identification, engagement scoring and an ad spend report for five seats, and the paid tiers add custom attribution models, custom UTM mapping, a data model scheduler and an optional warehouse export of its account-based model.
- Pricing: Free + custom quote. Free plan at $0 per month; paid Attribution and Activation tiers are custom-priced, with Activation and Data Warehouse as add-ons. Free plan: free plan.
- Best for: B2B teams with a CRM
- Strengths: Customer journey timelines; Performance attribution; Revenue analytics.
Where it falls short
Beyond the free plan there is no published price, so cost is unknown until a sales call. The free plan keeps only two months of user history and one sync, which is too little to compare channels over a long cycle.
Wrong for
An e-commerce brand or lead-generation site with no CRM.
Visit Dreamdata →
#2 Ruler Analytics
Revenue attribution for calls, forms and CRM deals · United Kingdom · ruleranalytics.com
Call tracking CRM loop Published pricing
Ruler Analytics earns second place for a plain reason: the business model is easy to read. The pricing page lists four tiers by monthly visits with figures in pounds, euros and dollars, and every tier includes multi-touch attribution, phone, email and live chat support and a dedicated customer success manager.
- Pricing: Per month, by site visits. Published tiers by monthly visits: Small from 299 pounds, Medium from 499, Large from 999 and Advanced from 1,499, with 10 percent off annual. Free plan: none.
- Best for: Lead-generation and service firms
- Strengths: Form tracking; Dynamic call tracking; Live chat tracking.
Where it falls short
The pricing page calls its figures indicative and scales them by traffic, data and integration needs, so a final quote can differ. Data-driven attribution starts on the Medium tier and media mix modelling only on Advanced.
Wrong for
A Shopify merchant who wants order-level ROAS by ad.
Visit Ruler Analytics →
#3 Rockerbox
Attribution, MMM and incrementality on one dataset · United States · rockerbox.com
MTA + MMM Incrementality Shopify starter
Rockerbox sits third because it answers the question that click models cannot: what happens when they disagree. Its pitch is a single data foundation that feeds multi-touch attribution for daily choices, mix modeling for budget planning and managed incrementality tests for proof, and it says results from tests can calibrate the other two.
- Pricing: Free + per month. Free plan for under $5 million annual spend; Starter from $150 per month for Shopify brands under $1 million; larger plans were not published on the page we read. Free plan: free plan.
- Best for: Brands needing several methods
- Strengths: Multi-touch attribution; Marketing mix modeling; Incrementality testing.
Where it falls short
The free plan is explicitly limited: it excludes first-party data and deduplication, so it shows platform-reported numbers, not reconciled ones.
Wrong for
A small team that only needs a ROAS table by campaign.
Visit Rockerbox →
#4 Wicked Reports
Cohort and LTV attribution for e-commerce and subscriptions · United States · wickedreports.com
LTV reports Cohorts Ecommerce
Wicked Reports takes fourth place because its price page is clear and its focus is narrow. The Measure tier at $499 per month includes FunnelVision pre-built views, cohort and LTV reports and a lifetime lookback and lookforward, so a store can see what a customer acquired in March is worth in September.
- Pricing: Per month, by revenue band. Published monthly tiers: Measure $499, Scale $699, Maximize $999, Enterprise from $4,999, selected by annual revenue band. Free plan: none.
- Best for: Repeat-purchase stores and subscriptions
- Strengths: FunnelVision views; Cohort and LTV reports; Lifetime lookback.
Where it falls short
There is no free plan or published trial, and the cheapest tier is still $499 per month. The model targets ecommerce and subscriptions, so a B2B team with CRM stages has less to work with.
Wrong for
A B2B company with a long sales cycle and account-based reporting needs, where deals matter more than orders.
Visit Wicked Reports →
#5 Attribution
Auditable multi-touch attribution with user-level cost · United States · attributionapp.com
Auditable Raw export MCP server
Attribution is sixth because it is the clearest about how its numbers are made. It binds ad cost to each user and says every metric can be traced to the visits, touchpoints and cost allocations behind it. Five models are available on Pro, and its raw visit-level and user-level export goes to Snowflake, BigQuery, Redshift and cloud storage.
- Pricing: Per month, by tracked visitors. Pro $399 per month (HubSpot, Segment or Salesforce, up to 10,000 visitors), Shopify from $199, Custom by quote; 14-day trial; $10 per 1,000 visitors over the limit. Free plan: free trial.
- Best for: Teams that must defend numbers to finance
- Strengths: Five attribution models; User-level cost; Warehouse export.
Where it falls short
The visitor meter and the $10 overage per 1,000 visitors make cost follow traffic. Custom lookback windows, account-based attribution, offline channel tracking and data warehouse tooling sit in the Custom tier. Support on Pro is email.
Wrong for
A company with large site traffic and a small paid budget.
Visit Attribution →
#6 Northbeam
Multi-touch attribution and MMM for ad-heavy brands · United States · northbeam.io
E-commerce Ad spend tiers MMM+
Northbeam is seventh. Its product list is the widest of the store-focused tools: multi-touch attribution, a click plus deterministic views model for video and awareness spend, MMM+ for forecasts, optional incrementality tests, creative analytics and Apex, which sends its data to ad platforms. Pricing is by annual ad spend.
- Pricing: Per month, by ad spend. Starter from $1,500 and Professional $3,500 per month as listed; Growth and Enterprise by quote; tiers set by annual ad spend. Free plan: none.
- Best for: E-commerce brands with large ad budgets
- Strengths: Multi-touch attribution; Clicks plus deterministic views; Media mix modeling+.
Where it falls short
The price is the barrier: the published tiers begin at $1,500 per month and rise with ad spend, and the Starter tier is limited to Shopify. Touchpoint-level export is Enterprise only, and MMM+ and incrementality are optional extras.
Wrong for
A store with an ad budget under about $20,000 per month.
Visit Northbeam →
#7 HockeyStack
B2B go-to-market attribution with AI agents · United States · hockeystack.com
B2B Account intelligence Lift reports
HockeyStack ranks eighth. It targets revenue teams that want attribution, account scoring and dashboards in one tool. The home page lists holistic buyer journeys from first anonymous touch to closed-won, attribution models that can be compared side by side, lift reports comparing exposed and unexposed accounts and two-way syncs with CRM, ad platforms and warehouse. Customer stories on the pricing page include enterprise names such as Mastercard, GitHub and RingCentral.
- Pricing: Quote only. No price on the page we read; plans are sold through a demo, and every plan includes integrations, success team support and custom setup. Free plan: none.
- Best for: B2B marketing and ops teams
- Strengths: Multi-touch attribution; Model comparison; Lift and incrementality reports.
Where it falls short
No price is published, so a team cannot compare cost before booking time with sales. The product spans attribution, intelligence and AI agents, which is more than a small marketing team may use.
Wrong for
A small team that wants a price and a trial before talking to sales.
Visit HockeyStack →
#8 Cometly
Attribution for B2B SaaS, from first click to closed-won · United States · cometly.com
B2B SaaS Stripe Server-side
Cometly lands ninth. The pitch is narrow: tie ad spend to closed-won ARR for software companies. Core includes the pixel, server-side tracking, multi-touch attribution, account journeys, a Conversion API to send results back to ad platforms and 70+ integrations.
- Pricing: Per month, by pageviews. Two plans, Core and Enterprise, priced by monthly pageviews on monthly or annual billing, annual saves 20 percent; no list price on the page we read. Free plan: none.
- Best for: B2B SaaS paid-media teams
- Strengths: Pixel and server-side tracking; Multi-touch attribution; Account journeys.
Where it falls short
The page we read shows tier names but no dollar prices, so a quote is needed. CRM and warehouse sync, the MCP server and the API are Enterprise only.
Wrong for
A store or call-driven business.
Visit Cometly →
#9 Hyros
Ad tracking and conversion feedback for performance advertisers · United States · hyros.com
Ad tracking Calls Guarantee
Hyros is tenth. Its home page covers four business models: e-commerce, SaaS, info education and B2B calls, and its main claim is that it records sales the ad platforms missed and sends them back to improve ad delivery. It reports tracking more than $5 billion in ad spend and 5,000+ brands, and offers an API and an MCP connection to Claude.
- Pricing: Quote only. No price on the pages we could read; setup is booked through a call and the vendor states results are guaranteed or you do not pay. Free plan: none.
- Best for: Info-education and call-based sellers
- Strengths: Swarm tracking; Call tracking; Conversion sync to Meta and Google.
Where it falls short
The pricing and FAQ pages did not load for us, so cost and guarantee terms are unverified. Results on the site, 15 to 20 percent ROI lift and 10 to 15 percent lower CPA, are the vendor's own claims.
Wrong for
A finance-led buyer who needs documented methods and published prices.
Visit Hyros →
#10 Funnel
Marketing data hub with measurement add-on · Sweden · funnel.io
Data hub MMM Warehouse
Funnel is eleventh because it is a data platform first. Data Hub collects spend and performance data from hundreds of connectors and sends it to dashboards or a warehouse; Funnel Measure, an add-on for the Business and Enterprise plans, adds MMM, multi-touch attribution and incrementality testing. Published entry prices are Starter from 280 euros and Business from 560 euros per month, billed annually.
- Pricing: Per month, annual billing. Starter from 280 euros per month and Business from 560 euros per month billed annually; Enterprise custom; Funnel Measure is an add-on on Business and Enterprise; 30-day trial. Free plan: free trial.
- Best for: Teams with a warehouse and analysts
- Strengths: 579 connectors; 46 destinations; Data Hub.
Where it falls short
A buyer who wants only attribution pays for a data hub, and Measure needs the Business plan or above. It does not track your site or call in the CRM by itself; the value lies in clean spend data and exports.
Wrong for
A small team without analyst support.
Visit Funnel →
#11 Improvado
Marketing data platform with an attribution add-on · United States · improvado.io
Data platform Enterprise MMM add-on
Improvado is twelfth because attribution is an add-on to a data platform sold at enterprise scale. The pricing page is open: MCP Only at $100 per month, Starter from $20,000 per year, Growth from $50,000, and an Advanced Intelligence add-on covering marketing mix modeling, incrementality testing and multi-touch attribution from $20,000 per year, available with Growth and Enterprise.
- Pricing: Annual contract, by rows. MCP Only $100 per month; Starter from $20,000 per year; Growth from $50,000 per year; Advanced Intelligence add-on from $20,000 per year. Free plan: none.
- Best for: Enterprise teams with large data volumes
- Strengths: 1,400+ data sources; Data extraction and loading; Transformation.
Where it falls short
The add-on only works on the Growth and Enterprise plans, so attribution costs at least $70,000 a year on published numbers. It is a heavy build for a company that wants answers within a month.
Wrong for
A company spending under a few hundred thousand dollars a year on ads.
Visit Improvado →
Questions and answers
What is the best marketing attribution software in 2026?
Dreamdata ranks first of 11, best for b2B teams with a CRM. Ruler Analytics is second (lead-generation and service firms) and Rockerbox third (brands needing several methods). Places 1 to 3 go to challengers, vendors outside the best-known brands, wherever the category has them.
How is marketing attribution different from Google Analytics?
Analytics reports sessions and goal completions on your own site, usually crediting the last non-direct click.
Do I still need attribution software if I use Meta and Google reporting?
Platform reporting is not wrong, but each platform counts every conversion it touched, so totals add up to more than your actual orders. If you spend on one channel only, platform reports are close enough.
What is the difference between multi-touch attribution, media mix modeling and incrementality testing?
Multi-touch attribution follows individual journeys and splits credit by a rule; it needs tracking data and works well for daily decisions. Media mix modeling regresses spend against revenue over time and needs no user-level tracking, but it reacts slowly.
How much should marketing attribution software cost?
Published entry points range from $57 a month at SegMetrics and $199 for a Shopify plan at Attribution to $3,500 a month for Northbeam Professional and 1,499 pounds a month at the top of the Ruler Analytics list. Improvado starts at $20,000 a year for its Starter data plan.
Will attribution still work with ad blockers and cookie limits?
Client-side scripts lose visitors to ad blockers and browser restrictions. Most vendors here offer server-side tracking or a first-party tracking domain.
Can attribution software work with a CRM such as HubSpot or Salesforce?
Yes, and for B2B it is the main reason to buy one.
Is there a free marketing attribution tool?
Two of the twelve tools list a free plan. Dreamdata gives five seats, two months of user history and three stage models.
How long does it take to see usable attribution data?
Tracking starts the day the script is live, but useful comparisons need history that matches your sales cycle. A store with a short path can see patterns within a few weeks.
What data does an attribution vendor need access to?
Read access to ad accounts for spend, a tracking script or server-side event feed from your site, and a revenue source such as Shopify, Stripe or a CRM. Some products also read email platforms, call systems or a data warehouse.
Should an agency use attribution software for client reporting?
Agencies need one workspace per client and clean white-label or shareable reports. Cometly lists one workspace per client on one bill; Funnel and Improvado are built around multi-account reporting; Northbeam, Hyros and SegMetrics run partner or agency programs.
