How we make this list: we compare pricing pages, product documentation and public user reviews. Rankite is independent; if a vendor ever pays for a featured spot, that listing is clearly labeled Partner.
Key takeaways
- B2B teams should shortlist Dreamdata, HockeyStack, CaliberMind, and Marketo Measure for full-funnel, multi-touch attribution.
- Ecommerce brands get the most direct fit from Triple Whale, Wicked Reports, and SegMetrics, which tie orders to the real click.
- Free options exist: Dreamdata and Factors.ai offer free plans, and HubSpot bundles attribution inside its marketing platform.
- Expect to pay: standalone tools start near $57/month, while enterprise-grade platforms run on custom quotes.
- Match the tool to your CRM and ad stack first, because attribution is only as good as the data you feed it.
Quick comparison
| Tool | Best for | Starting price | Free plan |
|---|
 Dreamdata | B2B SaaS teams that need verifiable multi-touch attribution with a free entry point | Custom quote (Free plan available) | Yes |
 HockeyStack | B2B revenue teams that want one source of truth from first touch to closed-won | See website | No (demo available) |
 Ruler Analytics | SMBs and agencies that want unified measurement across clicks, impressions, and offline revenue | See website | No (demo available) |
 HubSpot | teams already running marketing on HubSpot that want attribution inside their CRM | See website | No (demo available) |
 Triple Whale | ecommerce brands that want attribution, MMM, and incrementality in one operating system | $219/month (Foundation) | Yes |
 Wicked Reports | direct-response and ecommerce advertisers that want first-party, click-based attribution | $499/month (Measure) | No (demo available) |
 CaliberMind | enterprises with complex Salesforce setups and mature go-to-market teams | See website (custom quote) | No (demo available) |
 Adobe Marketo Measure | Marketo Engage users that need native B2B revenue attribution | See website (custom quote) | No (demo available) |
 SegMetrics | coaches, info-marketers, and agencies that want person-level lead value tracking | $57/month | Free trial (14 days) |
 Factors.ai | ABM teams that want account identification and attribution in one platform | $199/month (Lite) | Yes |
Is your product missing or out of date?
We review this list regularly. Vendors can request a listing, send updated pricing or ask about featured placement.
The best marketing attribution software
#1
Dreamdata
Best for: B2B SaaS teams that need verifiable multi-touch attribution with a free entry point
Visit dreamdata.io
Starting priceCustom quote (Free plan available)
Free planYes
Dreamdata builds its whole product around trust. Every number it reports can be traced back to the contacts, companies, and deals behind it, which matters when a finance team asks you to prove a metric. The platform captures the full B2B customer journey, organizes every activity by account, and lets you apply your own rules for touchpoints and revenue.
A free plan at $0/month covers B2B web analytics, cookieless tracking, company identification, and audience building, which is enough for a small team to start attributing web activity to pipeline. Paid Advanced plans add AI-based attribution, custom models, and larger data volumes, though Dreamdata now quotes those per company. For B2B marketers tired of black-box reports, it is a strong first call.
What we like- Free plan includes real B2B analytics, every metric traces back to source records, company identification and audience syncs included
Watch out for- Paid plans are custom-quoted with no public prices, full value depends on connecting your CRM and ad platforms, ad-only teams may find it deeper than they need
#2
HockeyStack
Best for: B2B revenue teams that want one source of truth from first touch to closed-won
Visit hockeystack.com
Starting priceSee website
Free planNo (demo available)
HockeyStack positions itself as the revenue data platform underneath your attribution, and the homepage leads with a promise many buyers recognize: the complete buyer journey from first touch to closed-won. Its Atlas layer ingests CRM, marketing automation, ad platform, website, and warehouse data, then resolves identities and connects every touchpoint to revenue.
The reporting layer supports any attribution model with side-by-side comparison, lift and incrementality reports, and custom dashboards built without SQL. AI agents then turn the unified data into forecasts and next-best actions. Pricing is quote-based, so expect an enterprise-style sales process and budget accordingly.
What we like- Cookieless tracking captures anonymous early touches, compare attribution models side by side, AI agents surface forward-looking recommendations
Watch out for- No public pricing or free plan, quote-only entry is a hurdle for smaller teams, getting value from it takes real marketing-ops effort
#3
Ruler Analytics
Best for: SMBs and agencies that want unified measurement across clicks, impressions, and offline revenue
Visit ruleranalytics.com
Starting priceSee website
Free planNo (demo available)
Ruler Analytics takes the stance that no single measurement method is fully accurate, so it triangulates: multi-touch attribution for click paths, marketing mix modeling for impressions and offline, and incrementality tests to validate causation. That philosophy shows up in a platform aimed squarely at marketers who cannot trust last-click data anymore.
Offline touchpoints and CRM revenue connect directly, and revenue feeds back to ad platforms for optimization. The vendor also offers predictive budget planning with saturation curves to forecast ROI and diminishing returns. Ruler does not publish pricing on its site, so plan a demo and ask for a quote based on your volume.
What we like- Combines multi-touch attribution, MMM, and impression attribution, connects offline conversions and CRM revenue, AI agent for analyst and media planning work
Watch out for- No public pricing on the vendor site, advanced modeling has a learning curve, the depth may exceed what very small teams need
#4
HubSpot
Best for: teams already running marketing on HubSpot that want attribution inside their CRM
Visit hubspot.com
Starting priceSee website
Free planNo (demo available)
HubSpot is not a pure attribution vendor, but for teams already inside its customer platform it can be the most practical revenue attribution tool available. Because marketing activity and deal data live in one CRM, contact-to-revenue and campaign-to-revenue reporting works without stitching tools together.
Multi-touch attribution reporting becomes available at the Professional tier of Marketing Hub and above, with customization growing at Enterprise. The trade-off is cost and commitment: HubSpot prices per seat and tier, and attribution alone rarely justifies the platform. If you already pay for HubSpot, though, this is the attribution you should learn before buying a standalone tool.
What we like- Attribution lives where your CRM data already is, contact-to-revenue reporting without extra integration, huge native integration ecosystem
Watch out for- Meaningful attribution requires Marketing Hub Professional or above, seat-based costs grow quickly, standalone users would be buying the whole platform
#5
Triple Whale
Best for: ecommerce brands that want attribution, MMM, and incrementality in one operating system
Visit triplewhale.com
Starting price$219/month (Foundation)
Free planYes
Triple Whale calls itself the AI operating system for modern commerce, and its Compass measurement combines attribution, marketing mix modeling, and incrementality into one view. When your platforms disagree, which the homepage dramatizes well, that unified view is the point.
Plans start with a free tier, with Foundation from $219/month and Automate from $749/month covering deeper automation and AI agents. The Moby AI layer can scale budgets, pause underperformers, and send alerts in Slack, all from the same data behind the reports. Ecommerce teams spending seriously on Meta and Google should put it on the shortlist.
What we like- Attribution, MMM, and incrementality unified in Compass, free plan available, AI agent Moby can act on the data directly
Watch out for- Built for ecommerce, not B2B, higher tiers jump quickly in price, smaller stores may not need the full OS
#6
Wicked Reports
Best for: direct-response and ecommerce advertisers that want first-party, click-based attribution
Visit wickedreports.com
Starting price$499/month (Measure)
Free planNo (demo available)
Wicked Reports has spent twelve years arguing that ad platforms grade their own homework, and its product is the answer: first-party, click-based attribution where every order is tied to the real click and new customers are separated from repeat buyers down to the campaign and creative. That framing resonates with direct-response advertisers burned by inflated platform numbers.
The Measure plan starts at $499/month, with Scale at $699 and Maximize at $999 adding API access, currency conversion, and AI features. Rather than only reporting, Wicked delivers a weekly decision call on every channel, logged with a dollar value, and guarantees three times the subscription value in logged decisions within 90 days or the service is free until it gets there.
What we like- Every order tied to the real click that caused it, weekly Scale, Chill, or Kill decision on every channel, 3x guarantee within 90 days
Watch out for- Steep for small stores, the first-party model needs clean click data to shine, enterprise tier starts at $4,999
#7
CaliberMind
Best for: enterprises with complex Salesforce setups and mature go-to-market teams
Visit calibermind.com
Starting priceSee website (custom quote)
Free planNo (demo available)
CaliberMind is built for the hardest measurement problem in B2B: big companies where every tool reports its own version of marketing performance. It sits on a managed BigQuery marketing data warehouse that unifies multi-touch attribution, ABM insights, buyer journey intelligence, and marketing mix modeling into one GTM intelligence platform.
Because the data layer is transparent, analysts can audit every relationship and query, export to BI tools, and write results back to Salesforce without workarounds. Custom objects, account hierarchies, and large campaign volumes are first-class citizens. Pricing is custom and the onboarding is consultative, which fits its enterprise audience.
What we like- BigQuery data warehouse with full data auditability, MTA, MMM, ABM, and buyer journey in one platform, models and funnels fully customizable
Watch out for- Enterprise pricing and implementation, far more than small businesses need, no free tier to test drive
#8
Adobe Marketo Measure
Best for: Marketo Engage users that need native B2B revenue attribution
Visit business.adobe.com
Starting priceSee website (custom quote)
Free planNo (demo available)
Formerly known as Bizible, Adobe Marketo Measure is the attribution layer for the Marketo ecosystem. It aggregates every trackable buyer touchpoint, online and offline, including BDR and sales activities, and runs six pre-built models simultaneously: first touch, lead creation, U-shaped, W-shaped, full path, and custom.
Attribution AI adds machine-learning-based scoring that removes baseline effects like general brand value, giving a cleaner read on what actually drove conversion. Data flows into in-app dashboards, BI report templates, and the CRM, with a data warehouse option for custom analysis. Pricing is quote-based and sits at the enterprise end of the market.
What we like- Every-touch attribution across online and offline channels, six pre-built models plus custom modeling, AI attribution and data warehouse access
Watch out for- Requires Marketo Engage, enterprise-level pricing, Salesforce-centric setup
#9
SegMetrics
Best for: coaches, info-marketers, and agencies that want person-level lead value tracking
Visit segmetrics.io
Starting price$57/month
Free planFree trial (14 days)
SegMetrics answers a different question than most attribution tools: not which channel gets credit, but what each lead is actually worth at every step of the funnel. It stitches ad platforms, CRM, email, and payment data into one timeline per person, so you can see that webinar leads from one audience are worth $275 while another segment is worth $20.
Plans start at $57/month with a 14-day trial. A standout feature is historical import: most attribution tools start counting the day you install them, while SegMetrics brings in your existing data so the first login already has context. Conversion Feeder pushes real sales data back to ad platforms so their algorithms optimize on buyers, not clicks.
What we like- Follows each person from first click through every purchase, imports historical data so day one has context, 130+ integrations
Watch out for- B2C and info-marketing focus fits complex B2B less well, entry plan has volume limits, setup takes real effort
#10
Factors.ai
Best for: ABM teams that want account identification and attribution in one platform
Visit factors.ai
Starting price$199/month (Lite)
Free planYes
Factors.ai blends account-based marketing with attribution, giving GTM teams account identification, intent signals, ad campaign execution, and win attribution in one place. Reps can pull up a full account timeline before outreach: every page visited, every ad impression, every content piece consumed.
The vendor lists a Lite plan starting at $199/month alongside a free plan and trial options. For B2B teams running LinkedIn and Google ABM plays, the combination of account scoring, matched-audience syncs, and attribution means one tool covers both targeting and measurement. Pure attribution buyers should compare it against the B2B specialists above.
What we like- AI ABM platform with attribution built in, account timelines with intent and engagement signals, free trial and free plan available
Watch out for- ABM-first design suits B2B teams mainly, published pricing has changed over time, smaller teams may not need the ABM depth
The fastest way to narrow this list is to start with what you already run. If your business lives in Marketo Engage, Marketo Measure is the path of least resistance. If it lives in HubSpot, learn HubSpot's attribution before buying anything else. Ecommerce teams on Shopify will get running fastest with Triple Whale or Wicked Reports, while info-marketers and agencies often land on SegMetrics.
B2B companies with Salesforce and long cycles face a real choice. Dreamdata offers the gentlest entry with its free plan and traceable numbers. HockeyStack and CaliberMind go deeper but expect a sales process and an implementation project. Ruler Analytics suits teams that want modeling sophistication without enterprise overhead. Factors.ai fits if account-based plays are central to your motion.
Budget draws the other line. SegMetrics at $57/month and Triple Whale from $219/month are reachable for small teams. Wicked Reports at $499/month needs real ad spend to justify. Everything enterprise, HockeyStack, Ruler Analytics, CaliberMind, Marketo Measure, and HubSpot's upper tiers, runs on quotes, so bring your expected data volumes to the demo.
What to look for when you buy
Start with your attribution models. Single-touch models like first and last click are simple but misleading for long journeys. Multi-touch models, U-shaped, W-shaped, full path, and data-driven, spread credit across the journey and fit B2B better. Ask each vendor which models run by default and whether you can compare models side by side.
Next, check identity resolution. Attribution falls apart when the same person appears as three different contacts across your ad platform, CRM, and payment processor. Vendors that stitch identities at the person or account level, and let you audit how they did it, produce numbers you can defend.
Integration depth matters more than the integration count. Confirm the tool connects to your exact CRM, ad platforms, and payment systems, and ask whether data flows both ways. Feeding verified conversion data back to ad platforms is what turns attribution into better bidding.
Finally, ask about onboarding and data history. Some tools start counting on install day, leaving you waiting months for a read. Others import historical data so the first login already tells a story. For a small marketing team, a guided trial beats a self-serve signup every time.
How we chose
We started by searching current roundups, review sites, and vendor pages for marketing attribution software with active development and real customer usage in 2026. We opened each vendor's homepage and pricing page directly, recording the address-bar URL and any published plan prices, and marked pricing as "See website" where the vendor only offers quotes.
We compared feature lists across attribution models, identity resolution, CRM and ad platform integrations, and reporting depth, weighting ease of adoption for small and mid-sized teams. We checked public reviews on G2 and Capterra for recurring themes in support quality and data accuracy, and browsed Reddit threads where marketers discussed attribution setups. We excluded tools with no verifiable vendor site and tools that could not be confirmed as available in 2026.
Frequently asked questions
What is marketing attribution software?
Marketing attribution software connects marketing touchpoints to pipeline and revenue. It tracks a prospect's journey from first interaction to closed deal and assigns credit to the channels, campaigns, and content that influenced the outcome.
What is the difference between single-touch and multi-touch attribution?
Single-touch models give all credit to one touchpoint, usually the first or last click. Multi-touch models spread credit across the journey, using rules like U-shaped or W-shaped weighting or data-driven scoring. Multi-touch fits long B2B cycles better.
How much does marketing attribution software cost?
Entry-level tools start around $57/month, mid-market ecommerce options run $219 to $999/month, and enterprise platforms use custom quotes. Free plans exist from Dreamdata and Factors.ai, and HubSpot bundles attribution into its marketing tiers.
Do I need attribution software if I already use Google Analytics?
Google Analytics shows sessions and conversions, but it struggles with person-level journeys, offline touches, and CRM revenue. Attribution tools stitch ad, CRM, and payment data together and report on revenue, not just traffic.
What is a revenue attribution tool?
A revenue attribution tool is attribution software focused on money outcomes: pipeline, closed deals, and customer lifetime value, rather than clicks or leads. Most tools on this list qualify, with SegMetrics and the B2B platforms leaning hardest into revenue.
How long does it take to get value from attribution software?
Tools that import historical data can show useful reports within days. Tools that start counting on install day need weeks or months of data collection first. Ask about historical import during the trial.
Sources we checked (12)
- https://dreamdata.io/
- https://dreamdata.io/pricing
- https://hockeystack.com/
- https://ruleranalytics.com/
- https://hubspot.com/
- https://triplewhale.com/
- https://wickedreports.com/
- https://www.wickedreports.com/pricing
- https://calibermind.com/
- https://business.adobe.com/products/marketo/marketo-measure.html
- https://segmetrics.io
- https://factors.ai/
Is your product missing or out of date?
We review this list regularly. Vendors can request a listing, send updated pricing or ask about featured placement.
Shihab Mia · Founder, Rankite
Shihab has spent more than a decade helping SaaS and e-commerce brands grow through search. He writes Rankite's software buying guides from pricing pages, documentation and public user reviews. More about Shihab.