Attribution Tracking Software: 12 Tools Compared for 2026

Attribution tracking software records every marketing touch a person has with you, connects those touches to the revenue they eventually produce, and assigns credit across them, so you can see which channels earn their budget instead of which channels claim it. The market splits into four families that most "best of" lists mix together: tools built for online stores where the conversion is an order, tools built for B2B and SaaS where the conversion is a closed deal months later, tools built for lead generation where it is a form or a phone call, and tools built for mobile apps where it is an install. This guide compares twelve attribution tools sorted by family, on pricing checked in September 2026, the attribution models each supports and what each one prices on. One of them, Arktis, is ours, and we say so where it matters.

Key takeaways

The cheapest way into attribution tracking depends on which family you are in. For an online store, Arktis starts at $49 a month with a free plan for 1,000 tracked visitors, Attribution's Shopify plan is $199, and Triple Whale's Foundation plan runs from about $219 at the lowest revenue tier. For B2B, HubSpot Marketing Hub Professional at $800 a month includes first-touch and last-touch revenue attribution on top of the CRM, Dreamdata has a free plan with a custom-priced upgrade, Factors.ai starts at $199 a month, and HockeyStack is quote-only. For lead generation with phone calls, Ruler Analytics starts at $400 a month with call tracking included, and SegMetrics covers email-driven funnels from $57. For mobile apps, AppsFlyer is free until you run paid campaigns and then costs $0.07 per attributed conversion. Only Arktis records the session behind each attributed conversion, only HubSpot ships attribution inside the CRM itself, and only Northbeam on this list adds marketing mix modeling and incrementality testing.

At a glance

What is attribution tracking and how does it work?

Attribution tracking is the practice of logging every marketing interaction a person has with your business and tying those interactions to the revenue that follows. Software does it in three steps. First it identifies the visitor and the source of each visit, using click identifiers such as fbclid and gclid, UTM parameters, a first-party cookie or identifier, and, in B2B tools, the email address or company behind the visit. Second it records the conversion where it actually happens, which is an order webhook for a store, a deal stage change in HubSpot or Salesforce for a B2B team, a form submission or tracked phone call for a lead-generation business, or an install reported by the app store for a mobile app. Third it joins the two and distributes credit across the touches using an attribution model such as first-touch, last-touch, linear, time-decay, position-based or a custom weighting, then divides imported ad spend by that credit to produce cost per acquisition and return on ad spend per channel.

The reason a separate tool exists is that every ad platform grades its own homework. Meta counts a conversion within seven days of a click or one day of a view by default, Google Ads uses a 30-day click window, and both fire on the same purchase, so the platforms together routinely report more conversions than you had. An attribution tool holds one record of each conversion and decides once. The second reason is that the platforms cannot see the whole journey: Safari and Firefox block third-party cookies by default, which leaves roughly 17 to 20 percent of traffic invisible to pixel-only tracking, and on iOS Apple's SKAdNetwork reports app installs to advertisers in aggregate rather than per user. The tools below differ mostly in how they recover that signal, whether through first-party server-side tracking, CRM identity, phone and email matching, or statistical modeling that does not need individual identities at all. The free attribution model comparison tool shows how credit moves between models on the same journeys before you commit to one.

Which family of attribution software do you need?

The fastest way to shorten a list of attribution tools is to ask where your conversion lives. If it is an order in Shopify, WooCommerce or Stripe that happens minutes or days after the click, you need an e-commerce tool that captures click identifiers, deduplicates the ad platforms and, ideally, imports orders natively: Arktis, Triple Whale, Northbeam and Attribution's Shopify plan are the ones in this guide, and our dedicated ecommerce attribution software comparison covers ten of them. If it is a deal that closes in a CRM three months after a LinkedIn ad, you need a B2B tool that joins website behavior to accounts and pipeline: HubSpot, Dreamdata, HockeyStack and Factors.ai. If it is a form or a phone call for a service business, you need call tracking and CRM sync: Ruler Analytics, and for funnels driven by email and courses, SegMetrics. If it is an app install, you need a mobile measurement partner that speaks SKAdNetwork and the Android equivalents: AppsFlyer. Cometly sits across agencies and lead generation with a focus on sending clean conversions back to the ad platforms.

The 12 best attribution tracking software tools in 2026

1. Arktis: e-commerce attribution with session recordings at a published price

Arktis is a privacy-first attribution and user journey platform for e-commerce, built in Stockholm by Balthazar Project AB. The tracker captures fbclid and gclid on landing, builds the multi-touch journey across sessions, imports Shopify orders, products and customers natively, matches Stripe customers to their browsing history, and turns connected ad spend into CAC and ROAS per campaign. Attribution models are transparent and switchable between first-touch, last-touch, linear, time-decay and position-based, and from the Growth plan the session recording of each attributed buyer sits next to the attribution data, gated behind explicit visitor consent enforced on the server, with everything hosted in the EU by default.

Pricing is by monthly tracked visitors: a free plan for 1,000 visitors with no time limit, Starter at $49 a month for up to 50,000, Growth at $149 for up to 250,000 with session recordings and custom attribution models, and Scale at $349 for unlimited visitors with raw data export and API access, with AI agents from $199 a month, all on the pricing page. Where it is not the right choice: it does not do marketing mix modeling or incrementality testing, the Facebook Ads integration is live while Google Ads and TikTok campaign sync are still planned even though the tracker already captures gclid, it has no CRM-side deal attribution for B2B teams, and it is a younger product with a smaller community than Triple Whale.

2. Triple Whale: the Shopify-native standard, priced on GMV

Triple Whale is the tool most Shopify brands try first. The Triple Pixel installs in minutes, the summary page blends paid, owned and organic channels, and pricing is on annual gross merchandise value: on the pricing page in September 2026, with the revenue selector at $1 million to $2.5 million and monthly billing, Free is $0, Foundation is $549 a month, Automate is $1,349 and Enterprise is quote-only, with third-party guides putting Foundation from about $219 at the lowest tier. The Free plan includes first-click and last-click attribution and 12 months of history; multi-touch attribution starts at Foundation. The trade-offs are a bill that follows your sales rather than your usage and an attribution model that is harder to audit than one that shows you the touches. Our Triple Whale alternatives guide goes deeper.

3. Northbeam: multi-touch attribution plus MMM for large stores

Northbeam combines multi-touch attribution with marketing mix modeling and incrementality measurement, and it is priced on ad spend tier: Starter from $1,500 a month, Professional from $3,500, and Enterprise on a custom quote for brands spending more than $500,000 a month. It is the tool large DTC brands move to when click credit stops answering their questions and channel mix starts. Below about $250,000 a month in spend it is more than you can use. See our Northbeam pricing guide for the tiers.

4. Attribution: multi-touch for teams running on HubSpot, Segment or Salesforce

Attribution, at attributionapp.com, is one of the longer-running independent multi-touch attribution tools and it ranks near the top for the phrase attribution tracking software itself. It builds the journey from your website, ad platforms and a CRM or customer data platform such as HubSpot, Twilio Segment or Salesforce, which lets it serve both B2C funnels and B2B pipelines. Pricing is published and by tracked visitors: the Pro plan is $399 a month for up to 10,000 monthly tracked website visitors with $10 per additional 1,000, a Shopify plan is $199 a month, and a Custom plan covers account-based attribution, data warehouse integration and offline channels, all with a 14-day trial and 16 percent off on annual billing, with optional Pro onboarding at $2,500 to $5,000. It is a sensible middle option for a company whose funnel runs through a CRM but does not need a B2B suite.

5. HubSpot Marketing Hub: attribution inside the CRM you already pay for

If your deals already live in HubSpot, its own revenue attribution reports are the lowest-friction option because the join between marketing touches and closed revenue is already made. Marketing Hub Professional is $800 a month with three core seats and a $3,000 onboarding fee, and it includes multi-touch revenue attribution with first-touch and last-touch models and up to 10,000 logged interactions per contact. The linear, U-shaped, W-shaped, time-decay and full-path models are Enterprise features, at $3,600 a month with five seats and a $7,000 onboarding fee. The Free and Starter tiers, the latter listed at $20 a seat, do not include attribution reporting. The limits are the ones you would expect: the reports only see touches HubSpot tracked, there is no session replay, and a team that is not otherwise on HubSpot would be buying a CRM to get an attribution report.

6. Dreamdata: B2B revenue attribution with a free plan

Dreamdata is built for B2B revenue teams and is the only B2B tool here with a genuine free tier: $0 for B2B web analytics, cookie and cookieless tracking, company identification, engagement scoring, ad spend reporting and an audience builder, limited to five seats, two months of user history and three stage models. The AI-powered attribution with custom models, ROI and ROAS reporting, journey orchestration and warehouse add-on sit on the Advanced plans, which are custom priced with full onboarding and a dedicated customer success manager. It is the natural choice for a SaaS company that wants to see which campaigns produced pipeline, not just leads, and is willing to have a sales conversation to learn the price.

7. HockeyStack: B2B go-to-market analytics, quote-only

HockeyStack unifies marketing, sales and revenue data for mid-market and enterprise go-to-market teams, with account-level journeys, attribution and forecasting, and it publishes the most-cited generic attribution listicle on the web, so you will meet it while researching. Pricing is custom-built per customer, with startup pricing available on request and no tiers shown. It fits a RevOps team with a complex data environment and a budget for a platform, and it does not fit a team that wants to know the price before the demo.

8. Factors.ai: account identification with attribution attached

Factors.ai starts from identifying which companies are visiting your site and builds attribution, LinkedIn Ads insights and account-based journeys on top. Pricing is by monthly tracked users and published: Lite is $199 a month after a trial for up to 5,000 tracked users and 1,500 identified companies, Basic is $6,000 a year for up to 10,000 tracked users, Growth is $20,000 a year for up to 50,000 with full buyer journey visibility and custom scoring, and Enterprise starts at $30,000 a year for up to 100,000 tracked users with predictive scoring and Google enhanced conversions. It suits a B2B team whose main paid channel is LinkedIn and whose main question is which accounts the spend reached.

9. Ruler Analytics: lead generation with call tracking included

Ruler Analytics is the tool for service businesses where a large share of conversions are phone calls and forms that only become revenue later in a CRM. Every plan includes dynamic call tracking, CRM integration and white-glove onboarding, and pricing is by monthly visits: Small is $400 a month for up to 10,000 visits, Medium is $668 for up to 50,000, Large is $1,326 for up to 100,000, and Advanced is $2,000 for more than 100,000 visits and adds marketing mix modeling and AI features, with 10 percent off on annual billing. Prices are also listed in pounds and euros, which reflects its UK base. It is more than a store needs and less than a SaaS company needs, and exactly right for a clinic, law firm, dealership or agency running lead-gen campaigns.

10. SegMetrics: attribution for email and info-product funnels

SegMetrics attributes revenue at the contact level across email platforms, checkout tools and ad networks, which makes it a fit for course creators, membership businesses and anyone whose funnel runs through an email list rather than a cart. Pricing is by active contacts, meaning people who engaged, visited or bought in the last 30 days, and anonymous visitors do not count: Launch is $57 a month for up to 10,000 contacts, Grow is $197, Scale is $397, and Enterprise is custom for companies above $10 million a year in revenue, with two months free on annual billing, a 14-day trial and a 30-day money-back guarantee. It is the cheapest paid tool on this list and the narrowest in scope.

11. Cometly: attribution plus conversion API activation

Cometly tracks the journey server-side and sends deduplicated conversion events back to Meta, Google and TikTok through their conversions APIs, so the platforms' own bidding improves; that activation angle is why agencies and lead-generation businesses favor it. Plans are based on monthly website sessions, starting at 50,000 a month, and pricing is quote-based. It is the right pick when the problem you are solving is what the ad platforms see rather than what your dashboard shows, and the wrong one if you want a published price.

12. AppsFlyer: attribution for mobile apps

If your conversion is an app install, none of the tools above apply and you need a mobile measurement partner. AppsFlyer is the largest, and its pricing is published: the Zero plan is free for apps that only use owned media and includes 12,000 conversions in the first year plus core analytics, the Growth plan is pay-as-you-go at $0.07 per attributed conversion once the free package is used, and Enterprise is custom and adds cross-channel attribution, signal recovery, fraud detection and ROAS optimization. A conversion is an install or in-app action that AppsFlyer attributed to a campaign; organic installs are free. Adjust and Branch are the usual alternatives in the same category.

Is Google Analytics 4 enough?

For a single-channel business at modest spend, often yes. GA4 is free, defaults to data-driven attribution, and imports Google Ads cost automatically once the accounts are linked. It stops short in the same places for every family: cost from Meta, TikTok, LinkedIn or Klaviyo has to arrive through cost data import, reports apply thresholds when Google signals are on, the free tier keeps event data for at most 14 months, it does not join to CRM deal stages or app store installs on its own, and there is no session replay. When you run two or more paid channels, or your conversion happens somewhere GA4 cannot see, that is the moment to add a dedicated tool. Our Arktis vs Google Analytics 4 comparison covers the overlap for stores.

How to choose attribution tracking software

Start with where the conversion lives, because that decides the family and removes two thirds of the market. Then look at what the tool prices on: visitors and seats grow with your traffic and team, GMV and revenue grow with your sales, spend grows with your ad budget, and contacts grow with your list. Pick the basis that grows slowest for your business, and check for onboarding fees, which range from nothing at Arktis, SegMetrics and Ruler to $3,000 or $7,000 at HubSpot. Third, ask whether you can see the individual touches behind a number and export the raw journeys if you leave, since attribution you cannot audit is attribution you cannot defend in a budget meeting. Fourth, ask where the data is hosted and how consent is enforced, which matters for any business with EU customers and is covered in our guide to GDPR-compliant analytics. Finally, ask what happens on Safari and iOS, where a pixel-only tool quietly loses a fifth of the traffic, and whether the vendor's answer is server-side tracking, identity matching or modeling. For a Shopify store, our attribution setup guide covers the tracking side before you buy anything.

Sources

HubSpot Marketing Hub pricing page, accessed 7 September 2026

HubSpot Knowledge Base: Analyze revenue attribution

Dreamdata pricing page, accessed 7 September 2026

HockeyStack pricing page, accessed 7 September 2026

Factors.ai pricing page, accessed 7 September 2026

Ruler Analytics pricing page, accessed 7 September 2026

SegMetrics pricing page, accessed 7 September 2026

AppsFlyer pricing page, accessed 7 September 2026

Attribution pricing page, accessed 7 September 2026

Triple Whale pricing page, accessed 3 September 2026 with the revenue selector on $1M to $2.5M and monthly billing

wetracked.io: 2026 Triple Whale Pricing Explained

Usermaven: Northbeam pricing guide 2026

wetracked.io: 2026 Cometly Pricing

Meta Business Help: About actions attributed to your ads

Google Ads Help: About conversion windows

Apple Developer: SKAdNetwork

LayerFive: First-Party Attribution 2026, Complete Shopify Guide