Multi-touch attribution software measures the influence of every marketing touchpoint a buyer interacts with on the path to revenue, instead of crediting only the first or last touch. The right platform turns a messy mix of ads, content, webinars, and outreach into a single view of what’s actually building a pipeline, and what’s just generating activity.
We compared 15 marketing attribution tools on five criteria: pricing transparency, depth of Salesforce and HubSpot integration, flexibility in attribution models, cookieless and GDPR readiness, and how quickly a marketing team gets to a working dashboard. Every vendor fact was rechecked in October 2026. Each platform is scored across the same six dimensions in the matrix below.
If you’re short on time: Heeet is the only platform on this list built natively for Salesforce and HubSpot, making it our top pick for B2B teams that want everything regarding marketing and revenue attribution to live in their CRM. The rest of the article walks through where each tool fits and where it doesn’t.
Summary
- The problem: G2 and Gartner reviews all say the same analysis, touting "powerful attribution with solid integrations", which doesn't help you justify a $50K+ investment to your CFO or pick the right tool for your CRM, sales cycle, and budget.
- What's at stake: Choosing the wrong attribution platform wastes budget, creates months of implementation delays, and leaves your team stuck with data in yet another dashboard instead of your CRM.
- This article scores 15 platforms on pricing transparency, CRM integration depth, attribution model flexibility, privacy readiness and B2B fit.
- Heeet runs inside Salesforce and HubSpot, tracks without third-party cookies and attributes revenue across every channel. It installs in hours at a mid-market price. Teams on other CRMs can use the Heeet Platform plan.
You've probably spent hours on G2 and Gartner reading summaries that all say the same thing: “Powerful attribution with solid integrations.” This doesn’t help when you need to justify a $50K+ annual investment to your CFO
This comparison goes deeper. We evaluated 15 platforms across pricing transparency, CRM integration depth, attribution model flexibility, privacy readiness, and B2B fit. Picking the wrong tool wastes budget and sets your team back months.
Quick-Glance Comparison Matrix
Here’s how the 15 tools compare at a glance. We scored each one from 1 to 5 on the six dimensions that matter most to B2B teams.
Detailed Platform Profiles
Heeet
Heeet is the only multi-touch attribution platform built natively inside Salesforce and HubSpot. Every touchpoint, campaign, lead, and opportunity stays inside the CRM that the marketing and sales teams already use. There’s nothing to export, no separate analytics warehouse to maintain, and no second login.
Why it exists: Most attribution tools force you to export data out of your CRM into yet another dashboard. Heeet takes the opposite approach. It lives in Salesforce and HubSpot.
What makes it different:
- True CRM-native architecture: Pipeline and revenue attribution live on standard Salesforce and HubSpot objects, so reports run in the CRM’s native dashboard layer.
- Cookieless tracking from day one: While competitors scramble to adapt to privacy changes, Heeet’s server-side tracking works regardless of browser settings, ad blockers, or cookie policies (rules governing how user information is stored). Your attribution data doesn’t degrade when Chrome users opt out.
- Multi-touch attribution out of the box. First-touch, last-touch, linear, U-shaped, W-shaped, and time-decay models, all configurable per opportunity.
- Revenue attribution across every channel: Connects Google Ads, LinkedIn Ads, Meta, webinars, content, and offline events to closed-won deals. Heeet traces the complete journey from an anonymous first visit to a signed contract.
- Implementation in hours, not months: Install the package, add JavaScript, and attend onboarding. You’re live. Compare that to the 2-3 month enterprise deployment timeline for tools like Marketo Measure.
- Marketing context for sales: Lead Intelligence, live since October 2026, puts the full buyer journey and an AI summary of recent activity on the lead and account record. In Salesforce, LinkedIn Ad Exposure adds company-level LinkedIn impressions to accounts and keeps them out of attribution and cost maths.
Pricing: Two published plans. The Platform plan costs $790 a month, works with any CRM through Heeet’s own interface, and includes 3,000 new digital leads a year with a 30-day free trial. The Native plan costs $1,490 a month, runs inside Salesforce or HubSpot, and includes 6,000 new digital leads a year plus dedicated onboarding. Extra leads cost $95 per 100, so the bill grows with new leads rather than page views or connectors. Enterprise pricing is custom.
Best for: B2B marketing and RevOps teams running Salesforce or HubSpot who need to prove revenue impact inside their CRM without another tool or a data engineering team.
Where it falls short: Heeet is built for B2B sales cycles. Teams on a CRM other than Salesforce or HubSpot can use the Platform plan. Attribution then lives in Heeet’s own interface instead of on CRM records. E-commerce and DTC brands optimizing daily ad creative should look at Triple Whale or Cometly.
Real-world proof: “An indispensable solution for tracking paid acquisition and optimizing ROI, fully integrated into Salesforce” — Vincent Coulondres, Head of Growth at Ringover
HubSpot Marketing Hub
Why teams choose it: Attribution is bundled into a platform you might already use for email, landing pages and lead management. That convenience is hard to beat if you’re a HubSpot-native team.
What you should know:
- Contact create attribution reports come with Marketing Hub Professional. Deal create and revenue attribution reports need Enterprise.
- Custom attribution model builder available on Marketing Hub Enterprise ($3,600/month)
- HubSpot revised its model list in 2026: a new Empirical model replaces the U-shaped, W-shaped and J-shaped models, so check what your own report builder shows before you plan around a specific model.
- Strongest when your entire marketing and sales operation runs on HubSpot
Where it falls short: Attribution is a feature within a more extensive platform, not a dedicated solution. If you run Salesforce as your CRM, HubSpot’s attribution relies on a sync connector that introduces data lag and mapping complexity. For B2B teams with sales cycles exceeding 90 days, the reporting depth is often insufficient. Their tracking relies on the HubSpot cookie, a fairly standard first-party solution, but it’s not ideal for deep multi-channel attribution across devices, channels, and offline interactions. Its accuracy depends on cookie persistence, consistent code deployment, good UTM practices, and user consent. If budget decisions ride on these numbers, you’ll need tracking that doesn’t depend on the HubSpot cookie surviving.
Pricing: Contact attribution reports start on Marketing Hub Professional. Deal and revenue attribution need Enterprise: $3,600 a month on annual terms, plus a one-time $7,000 onboarding fee.
Best for: Mid-market and enterprise teams whose CRM, marketing automation and attribution all live in HubSpot.
Dreamdata
Why teams choose it: Purpose-built for B2B revenue attribution, with a strong focus on account-based journeys. When your deals involve five stakeholders over six months, Dreamdata maps that complexity well.
What you should know:
- Account-level attribution that aggregates individual contact touches into buying journey timelines.
- Data-driven modelling that uses your own deal data to weight touchpoints
- Strong content attribution showing which blog posts and resources influence the pipeline.
- Warehouse-native approach that connects to databases like Snowflake and BigQuery (cloud data storage platforms) for custom analyses.
Where it falls short: Paid pricing is no longer published. Dreamdata’s pricing page shows a free plan and a custom-priced Attribution & Activation tier, so the real cost only appears in a sales quote. The platform performs best when paired with product-led growth motions and digital-first acquisition strategies. However, offline event tracking and phone call attribution remain limited compared with dedicated tools. CRM integration is handled via APIs rather than through native architecture.
Pricing: Free plan at $0 a month (two months of user history, five seats). Attribution & Activation is custom-priced. Implementation generally requires weeks of data pipeline configuration.
Best for: B2B SaaS companies with complex, multi-stakeholder deals who need account-level attribution insights.
HockeyStack
Why teams choose it: The fastest-growing B2B attribution challenger. HockeyStack combines multi-channel attribution, lift modelling, account intelligence GTM agents, and AI-driven insights on one platform. Their warehouse-native architecture appeals to data-forward teams.
What you should know:
- Raised a $20M Series A led by Bessemer in January 2025. Funding trackers report a further round in April 2026, launched alongside its Revenue Agents product, taking total funding past $50M.
- Proprietary AI agent (Odin) that surfaces optimization recommendations
- Connects product-led growth (PLG, where customer acquisition is powered by users adopting the product itself) and sales-led motions in a unified attribution view.
- Account-level and contact-level attribution with buying committee mapping
Where it falls short: Pricing isn’t published. The pricing page is a demo request form, and the earlier entry tiers under $1,000 a month are gone. CRM integration still occurs via APIs and not an official Salesforce connector via the AppExchange, so attribution data is still separate from your Salesforce or HubSpot workflows.
Pricing: Not published. Older third-party estimates put entry contracts around $2,400 a month, so confirm with sales. Annual contracts are typical.
Best for: Well-funded B2B SaaS companies (mid-market to enterprise) that want unified attribution, ABM intelligence and predictive analytics.
Adobe Marketo Measure (formerly Bizible)
Why teams choose it: The enterprise incumbent for Salesforce-native attribution, Marketo Measure writes attribution data directly into Salesforce and Dynamics. Six pre-built models run simultaneously: First Touch, Lead Creation, U-Shaped, W-Shaped, Full Path and Custom.
What you should know:
- One of the deepest CRM write-back implementations available for attribution tools
- W-Shaped and Full Path models that few competitors offer
- Mature enterprise feature set with custom model building
- Included in Marketo Engage Ultimate packages
Where it falls short: Cost is the elephant in the room. Estimates put Marketo Measure at $40,000–$60,000+ per year for the add-on; six-figure totals when bundled with Marketo Engage Ultimate (with some reported contracts around $133,000 annually). Implementation takes 2–3 months. Adobe retired Marketo Measure’s cross-domain tracking and view-through attribution in June 2024 because both relied on third-party cookies. The tracking that remains is cookie-based, which leaves gaps wherever Safari, Firefox or ad blockers shorten cookie lifetimes.
Pricing: Estimated $40,000-$60,000+/year for Marketo Measure add-on; six-figure totals when bundled with Marketo Engage Ultimate.
Best for: Large enterprise teams already invested in the Adobe/Marketo ecosystem with budget and resources for extended implementation.
Ruler Analytics
Why teams choose it: Strong cross-channel attribution with exceptional call tracking abilities. Ruler connects offline conversions, such as phone calls and store visits, to the digital campaigns that generated them.
What you should know:
- Call tracking that ties phone conversations back to specific ads, keywords and landing pages (webpages visitors land on when clicking a search result or ad).
- Revenue attribution that pushes closed-deal data back into Google Ads and Meta for bid optimization
- Popular with agencies managing multiple clients through white-label dashboards
- Captures form submissions, live chat leads and phone calls in one view
Where it falls short: CRM integrations are usable but not deeply native. B2B teams with complex journeys may find account-level attribution less effective than specialized B2B tools. It is best suited for lead-gen models where individual conversion events matter most.
Pricing: Published on Ruler’s site and based on monthly website visits. Small starts at $400 a month for up to 10,000 visits ($360 billed annually). Medium starts at $668 for up to 50,000. Larger tiers start at $1,326 and $2,000.
Best for: Agencies and lead-generation businesses where phone calls and forms are primary conversion actions.
Attribution App
Why teams choose it: Flat, published pricing with every feature on every plan. Attribution App reads data from HubSpot, Salesforce or Twilio Segment and reports cost and revenue by channel.
What you should know:
- Five attribution models: first touch, last touch, linear, time decay and position-based
- An MCP server lets you query attribution data from Claude or ChatGPT, and media mix modelling and incrementality tests run through the same assistant
- 14-day free trial, with optional onboarding at $2,500 to $5,000
Where it falls short: The Pro plan is pitched at “small Salesforce teams,” and above 10,000 monthly tracked users you move to custom pricing. Overage runs $10 per 1,000 tracked users. Data export and API access cost extra.
Pricing: Pro at $399 a month and Shopify at $199 a month, each covering up to 10,000 monthly tracked users. Custom above that. Paying yearly saves 16%.
Best for: Growth-stage companies on HubSpot or Segment that want channel-level acquisition cost without an enterprise contract.
Cometly
Why teams choose it: Real-time digital attribution with a unique twist. Cometly’s server-side tracking feeds enrich first-party conversion data and send it back to ad platforms such as Meta, Google, and TikTok. This “attribution improves ad performance” feedback loop helps ad algorithms learn from better data.
What you should know:
- Server-side tracking that captures conversions even when browser cookies fail
- Conversion sync loop that improves ad platform algorithms with first-party data
- CRM integrations with Salesforce and HubSpot
- Now pitched at B2B SaaS too, with pipeline attribution and Stripe revenue attribution
Where it falls short: Cometly is built for performance marketing teams focused on digital ad attribution. It handles paid channels well, but is limited for content attribution, webinar tracking, and offline events. B2B teams with complex, multi-quarter sales cycles may need something more comprehensive. For Salesforce teams, Cometly’s integration runs through Zapier. Zapier bills by task, which means costs climb as event volume grows.
Pricing: Not published on cometly.com. Third-party listings from 2026 show entry plans between $199 and $500 a month.
Best for: SMB to mid-market teams running heavy ad spend on Meta, Google and TikTok who want better data flowing back to ad platforms.
6sense
Why teams choose it: Enterprise ABM and intent-driven attribution. 6sense surfaces buying intent signals from the “dark funnel” (anonymous research behavior that traditional analytics miss) and connects them to account-level attribution.
What you should know:
- Dark funnel identification that surfaces accounts consuming competitor content, visiting review sites and researching solutions
- Five-time Gartner Magic Quadrant Leader for ABM Platforms (2025)
- Predictive analytics that scores accounts by purchase readiness
- Deep Salesforce integration for account-level insights
Where it falls short: Starting at $60,000/year and climbing well past $300,000 for enterprise deployments, 6sense is a significant investment. Attribution here is a feature within a wider ABM platform, not a dedicated tool. Teams looking for granular campaign-level multi-channel attribution may find the reporting lacks the specificity of purpose-built attribution tools.
Pricing: $60,000-$300,000+ per year. Enterprise contracts with annual commitments.
Best for: Large enterprise B2B teams running sophisticated ABM programs where determining anonymous buying intent justifies the investment.
Invoca
Why teams choose it: When phone calls produce a significant percentage of your conversions, most attribution tools leave a blind spot. Invoca fills it. Their AI-powered Signal AI analyzes call intent, sentiment and outcomes, then attributes calls to the campaigns that triggered them.
What you should know:
- Named a Leader in multiple Forrester Wave reports on revenue execution and conversation intelligence
- Customers include Verizon, Mayo Clinic and U.S. Bank.
- Raised an $83M Series F at a $1.1B valuation, and acquired conversation-intelligence company Symbl.ai in May 2025
- Feeds conversion signals back into Google and Meta for campaign optimization.
Where it falls short: If phone calls aren’t a significant conversion action for your business, Invoca solves a problem you don’t have. Digital-only attribution is limited. The platform complements a wider attribution tool rather than replacing one.
Pricing: Custom enterprise pricing with annual contracts.
Best for: Enterprise teams in industries where phone conversations drive revenue: healthcare, financial services, insurance, home services.
Triple Whale
Why teams choose it: Built exclusively for DTC and ecommerce brands. Triple Whale’s deep Shopify integration plus real-time ad spend tracking make it the go-to for online retailers trying to understand true ROAS across channels.
What you should know:
- Real-time dashboard showing ad spend, revenue and profitability across channels.
- First-party pixel (Triple Pixel) that captures conversions when third-party cookies fail
- Blended metrics similar to MER (Marketing Efficiency Ratio) alongside attribution data
- AI-driven creative analysis that identifies which ad variations drive revenue
Where it falls short: Effectively no Salesforce or HubSpot integrations and no account-based features, so limited B2B relevance. No support for long sales cycles. If you’re reading this article, Triple Whale probably isn’t your tool. We include it here because it appears in nearly every comparison list, and we want to save you the time of evaluating it yourself.
Pricing: Pricing is GMV-based, billed on 12-month terms, and starts with a free plan. August 2026 snapshots of the pricing page put the paid Foundation plan at $219 a month for stores under $250,000 in annual GMV, rising to $549 at $1M to $2.5M.
Best for: DTC/ecommerce brands with Shopify stores running significant ad spend across Meta, Google and TikTok.
Demandbase One
Why teams choose it: A pioneer in account-based marketing, Demandbase built its Measurement Studio module to bring attribution capabilities into its broader ABM platform. For teams running targeted account campaigns, the combination of ad targeting, web personalization, and attribution in a single tool is appealing.
What you should know:
- Native multi-channel ABM engagement: display ads, conversational marketing, email signatures, web personalization
- Frequently recognized as a G2 leader across ABM-related categories (e.g., 40+ Leader badges in recent quarterly reports)
- Measurement Studio tracks account-level marketing influence across channels.
- Named a Leader in The Forrester Wave: Revenue Marketing Platforms, 2026
Where it falls short: Attribution here is a module within a larger ABM suite, not a dedicated attribution platform. Contact-level attribution depth is limited compared to dedicated tools.
Pricing: Third-party benchmarks suggest smaller contracts can start in the high five-figure range, while median contracts are often in the $60,000+/year band for Demandbase One. Pricing varies significantly based on deployment scale; many mid-market and enterprise deployments range from $70K–$300K+ annually. This is a premium ABM platform with corresponding enterprise pricing.
Best for: Mid-market to enterprise B2B teams running account-based marketing programs who want engagement and attribution in one platform.
Funnel.io
Why teams choose it: Primarily a marketing data hub with more than 500 connectors, Funnel.io acquired Adtriba in June 2024 to add attribution capabilities. If your biggest headache is getting all your marketing data into one place before you can even think about attribution, Funnel solves the plumbing problem first.
What you should know:
- 579 connectors on the Business plan, 117 on Starter
- Triangulated measurement combining MTA, MMM and incrementality testing
- Customers include Home Depot, Samsung and major agency networks.
- Funnel’s own study of 350 e-commerce customers reports a 26% average ROAS increase over their first two years
Where it falls short: Attribution is an add-on capability, not the core product. Teams looking for dedicated attribution with deep CRM write-back won’t find it here. The platform shines at data aggregation and normalization, but relies on other tools for downstream CRM workflows.
Pricing: No free plan, but there’s a 30-day free trial. Starter costs from $300 a month billed annually. Funnel Measure (MTA, MMM and incrementality) is available on Business, from $600 a month, and on Enterprise.
Best for: Marketing teams whose main challenge is scattered data across dozens of platforms. Solve the data problem first, then layer attribution on top.
CallRail
Why teams choose it: Affordable call tracking and form attribution for small businesses and agencies. CallRail ties phone calls and form submissions back to marketing campaigns, giving teams visibility into offline conversions.
What you should know:
- Dynamic number insertion tracks which campaigns, keywords and pages drive calls
- Form tracking captures lead source data from website submissions.
- Multi-channel attribution across calls, forms and text conversations
- User-friendly interface that doesn’t require a data analyst to operate
Where it falls short: Designed for simpler conversion models: someone sees an ad, visits a page, and calls your business. Complex B2B buying journeys with multiple stakeholders, long timelines and mixed online/offline touchpoints exceed what CallRail is built for.
Pricing: Starts at about $50 to $55 a month, depending on the listing, with usage charges for extra numbers and minutes.
Best for: SMBs, local businesses and agencies tracking phone and form conversions from digital campaigns.
Segment (Twilio)
Why teams choose it: Segment isn’t an attribution tool. It’s the data foundation you build attribution on. As a customer data platform, it collects, unifies and routes behavioural data to whatever tools you use for analysis, including attribution platforms.
What you should know:
- Server-side data collection removes dependence on client-side cookies.
- Identity resolution stitches together anonymous and known user profiles
- Hundreds of pre-built integrations (450-700+ depending on source) route data to analytics, attribution and marketing tools
- Acts as a single source of truth for customer event data
Where it falls short: No built-in attribution models. No dashboards. No campaign-level reporting. You need a data team to set it up and maintain it. Segment is for organizations that want to own their data infrastructure and build custom solutions on top of it.
Pricing: Free plan. Team starts at $120 a month for 10,000 monthly tracked users. Business is custom-priced.
Best for: Technical teams building custom data infrastructure who need a unified event stream feeding multiple downstream tools.
Side-by-Side: CRM-Native Attribution Platforms for Salesforce Teams
If you’re running Salesforce, the list shrinks fast. Only a handful of tools write data natively into your CRM rather than asking you to check yet another dashboard. Here’s how the Salesforce-native (or near-native) options compare.
The takeaway: Native Salesforce attribution through Campaign Influence is free but extremely limited. HubSpot’s attribution works best within its own ecosystem and degrades through the Salesforce connector. Marketo Measure offers one of the deepest feature sets available, but at a price point and implementation difficulty that puts it out of reach for most teams. Heeet fills the gap: CRM-native depth, mid-market accessibility, and modern cookieless tracking.
Choosing the Right Tool: Decision Framework by Use Case
The “best” attribution platform depends entirely on your tech stack, sales cycle, team size and budget. Here’s a pragmatic framework.
What the Comparison Data Tells Us
Four patterns came out of the comparison.
Most comparison articles lack depth
Review sites like G2 list dozens of tools with one-paragraph descriptions. Vendor-published comparisons (surprise) rank themselves first. And generic “best of” lists rarely address the question you’re trying to answer: which tool works for my specific CRM, sales cycle and budget?
CRM integration depth varies wildly
There’s a considerable difference between “integrates with Salesforce” and “writes attribution data directly into Salesforce objects.” Many platforms adopt the word “integration” to describe what is essentially a CSV export or a basic API push. If your team lives in Salesforce, you want native architecture, not another dashboard to check.
Pricing transparency is a competitive advantage
Only a handful of tools publish pricing openly. When 64% of B2B marketing leaders already don’t trust their measurement (Forrester, 2024), hiding pricing behind “contact sales” does nothing to build confidence. We’ve included estimated pricing where publicly available to help you budget realistically.
Privacy-first tracking still matters, even with Chrome keeping cookies
Google dropped its plan to phase out third-party cookies in Chrome. In April 2025 it scrapped the standalone consent prompt as well, then retired most of the Privacy Sandbox. That doesn’t rescue cookie-based attribution. Safari and Firefox still block third-party cookies by default. Ad blockers strip tracking scripts. Tools built on server-side, first-party tracking keep working through all of it.
Frequently asked questions about multi-touch attribution
What is a multi-touch attribution model?
A multi-touch attribution model is a measurement framework that distributes credit for a conversion across every marketing touchpoint a buyer interacted with, instead of crediting only the first or last touch. The most common models are linear (equal credit to every touch), time-decay (more credit to recent touches), U-shaped (most credit to the first and last touch), and W-shaped (most credit to the first touch, lead conversion, and opportunity creation).
Which attribution software works inside the CRM?
Heeet is built natively inside Salesforce and HubSpot: campaigns, attribution and revenue all live on standard CRM objects. Adobe Marketo Measure also writes touchpoint data into Salesforce objects through its managed package, though setup and administration run through Adobe. Most other tools (Dreamdata, HockeyStack, Funnel.io, Ruler Analytics) sync data into their own platform and surface it through their own dashboards.
Which attribution tools connect marketing to revenue?
Any platform on this list connects marketing activity to revenue, but the depth varies. Tools that read the CRM's opportunity or deal records directly (Heeet, Marketo Measure, Dreamdata, HockeyStack, and HubSpot's own revenue attribution on Enterprise) give the truest revenue picture. Tools that stop at the lead or form fill, such as CallRail, miss everything that happens after the handoff to sales.
How do attribution platforms handle offline touchpoints?
The strongest platforms ingest offline touchpoints (events, calls, direct mail, signed contracts) through a mix of CRM activity sync, calendar integration, and CSV upload. Heeet captures offline touchpoints automatically when they're logged on Salesforce or HubSpot records, then attributes them alongside digital touches in the same model. Triple Whale and Cometly are weaker on offline because their roots are in ecommerce ad attribution.
When should a B2B team buy attribution software?
A B2B team should buy attribution software when (1) the marketing budget is large enough that a 10–20% reallocation matters more than the cost of the software, (2) sales cycles are long enough that simple last-click reporting misses most of the influence, or (3) leadership is asking pipeline-influence questions that the team can't answer from the CRM in under 30 minutes. For most mid-market B2B teams, that's somewhere between Series A and Series C.
How is Heeet different from Dreamdata or HockeyStack?
Heeet runs natively inside Salesforce and HubSpot, so attribution data sits on standard CRM objects and reports run in the CRM's native dashboards. Dreamdata and HockeyStack pipe CRM data into their own warehouses and surface it through their own dashboards, which is faster to demo but means marketing and sales work in two systems forever. Heeet also publishes its prices: $790 a month for Platform and $1,490 for Native. Dreamdata publishes only its free plan, and HockeyStack publishes none.







