10 Best Marketing Attribution Software of 2026

Dreamdata is designed for the problem that makes B2B attribution hard: a deal involves several people at one company and can take many months to close. It groups contacts into accounts and stitches known, anonymous and cookieless touches into one record, then credits revenue across those touches. The free plan covers B2B web analytics, company identification, engagement scoring and an ad spend report, with 5 seats, 2 months of user history and 3 stage models. Real attribution work happens on the Attribution & Activation plan, which is custom priced and adds AI-based and custom models, revenue and content analytics, custom ROI and ROAS reports, a dedicated CSM and data science support. Activation for ad audiences and a data warehouse are add-ons. The paid plan requires a sales conversation, but the free tier lets a team check tracking and account matching on its own data before it commits.

Attribution is the most transparent option here for teams that want to buy without a sales cycle. Pro costs $399 a month, or $335 billed annually, for up to 10,000 monthly tracked users, and connects to HubSpot, Twilio Segment or Salesforce. The Shopify plan costs $199 a month with the same features. Every plan includes five attribution models, account-based attribution, lookback and look-forward windows, and options such as excluding existing customers. Reports cover a marketing P&L by channel, cohorts with CAC payback and conversion paths, and every number traces back to a user. Offline touches such as sales calls, events and podcasts can be added, which matters when deals close after a demo rather than online. Media mix modeling and incrementality testing run through its MCP server inside Claude or ChatGPT. Sites above 10,000 tracked users move to custom pricing, and onboarding help is an optional extra.

Ruler Analytics suits businesses whose leads arrive by phone, form or chat and turn into revenue weeks later in a CRM. It tags each visitor with first-party tracking, captures calls with dynamic call tracking, and follows the lead into Salesforce, HubSpot, Dynamics 365, Pipedrive and others so opportunity and revenue stages can be credited back to channels. Offline touches such as sales calls, trade shows and webinars can be added. The Small tier starts at $400 a month, or $360 billed annually, for up to 10k monthly visits, and includes multi-touch attribution with white-glove onboarding. Medium adds data-driven and impression attribution and advanced segmentation, while Advanced adds marketing mix modelling and AI agents for analysis and media planning. Pricing scales with traffic and integration needs, so the listed prices are indicative. For call-heavy lead generation, few tools on this list cover the gap between ad click and closed deal as directly.

Factors.ai approaches attribution from the account side: it identifies which companies visit your site, tracks what they engage with and connects that to ads and pipeline. Lite costs $199 a month after a free trial and covers company identification, traffic analysis and Slack or Teams alerts for up to 5,000 monthly tracked users and 3 seats. Basic, at $6K a year, adds firmographic segments, LinkedIn influence reporting and CRM sync. Growth, at $20K a year, adds the buyer timeline, custom account scoring and G2 intent. LinkedIn measurement is a strength, with view-through attribution, CAPI and impression control. Factors lists advanced attribution as an add-on, so teams that mainly need multi-touch revenue credit should confirm what their plan includes. For ABM programs where knowing which accounts saw which ads matters as much as the model, it is a practical choice.

HockeyStack targets B2B teams that want one place to see how marketing and sales touches add up to pipeline and revenue. Its Atlas data layer ingests CRM, marketing automation, ad platform, website and warehouse data, resolves identities across them and maps every touch from first impression to closed-won. Attribution lets you apply any model and compare models side by side, and lift reports compare exposed and unexposed accounts, which helps with events and content that do not produce many clicks. Reports and dashboards are built around your own funnel logic without SQL, and attribution and conversion data can sync back to the CRM and ad platforms. AI agents add forward-looking recommendations. The trade-off is buying friction: there are no published prices, every plan starts with a demo and custom setup, and the depth of the product suits teams with an operations owner more than a solo marketer.

Cometly focuses on a question paid media teams in B2B SaaS ask every week: which campaigns, channels and ads turn into pipeline and closed-won revenue. The Core plan combines a pixel with server-side tracking, multi-touch attribution, events, account-level paths, customizable dashboards, audiences and a Conversion API that feeds revenue data back to ad platforms so their bidding learns from real deals. An AI Ads Manager, an in-app agent and MCP access sit on top. Enterprise adds CRM and warehouse sync, the Cometly API, Snowflake and BigQuery support, more pageview capacity and a dedicated solutions engineer. Pricing is usage based on monthly pageviews, which Cometly estimates at about 1.5 times sessions, and there are no seat fees. No figures are published, so you will need a call to compare it with tools that list prices.

Usermaven combines web and product analytics with attribution, which suits SaaS teams that want to follow a visitor from the first ad click through signup and into revenue. Every plan includes automatic event tracking, cookieless and server-side tracking, ad-blocker bypass and unlimited websites, so data collection takes little setup. The Business plan adds multi-touch and paid ads attribution with custom models, customer path views, funnels, retention analysis, contacts and segments, CRM and ad platform integrations, and audience and conversion sync. Maven AI answers questions about the data, and an MCP server lets outside AI agents query it. Enterprise adds data warehouse export, BigQuery, private cloud or on-premise deployment, SSO and audit logs. Agencies can buy white-label analytics and extra workspaces. Prices are not listed, and with 30+ integrations the connector list is shorter than the B2B platforms ranked above it.

Rockerbox treats attribution as one of three ways to answer budget questions. Multi-touch attribution handles daily, campaign-level decisions, marketing mix modeling covers long-term channel contribution and budget forecasts, and incrementality testing proves causal lift with controlled experiments. All three run on one SOC2-certified data foundation that tracks digital, offline, paid and organic channels, so the methods start from the same numbers. Rockerbox shows where the methods agree and where they diverge, and test results can calibrate the MTA model and feed MMM as priors. That is useful for brands spending on TV, podcasts or direct mail alongside digital ads, where click-based models miss a lot. The platform lists 100+ integrations and offers tailored onboarding and training. Prices are not published and the product is pitched at large consumer brands, so smaller B2B teams will find simpler tools further up this list.

Wicked Reports is aimed at ecommerce and subscription brands where the first purchase is only part of the revenue a channel brings in. Its central feature is lifetime lookback and look-forward, so a sale or renewal months later can still be credited to the campaign that first brought the customer, and cohort and LTV reports show which channels produce valuable customers. Measure costs $499 a month for brands with up to $2.5 million in annual revenue and includes FunnelVision views and standard ad, cart and CRM integrations. Scale at $699 adds API integrations and currency conversion, and Maximize at $999 bundles 5 Forces AI, Advanced Signal for Meta CAPI, custom conversions and Amazon revenue. Those two features cost $199 a month each as add-ons on lower plans. Prices rise with revenue band, and the product is less suited to B2B account-based reporting than the tools ranked above it.

Hyros is built for businesses that live on paid social and search ads and want the platforms to learn from real sales. It tracks conversions with its AI Swarm method, credits them to ads and sends sales that Meta and Google missed back to those platforms to improve targeting. It runs off existing UTMs, so ads do not need to change, and for most businesses setup takes about 15 minutes with one-click integrations. There is one plan with no tiers or add-ons: a setup team, an AI analyst, full tracking and a Claude MCP interface that can build custom reports and connect integrations. The price is custom and follows the revenue Hyros tracks, and it is quoted on a setup call. Hyros backs this with a guarantee that your ads grow or you do not pay. Teams that need account-based B2B reporting over long sales cycles will find the tools higher on this list a closer fit.