Best Revenue Attribution Solutions
Create accurate, omnichannel revenue attribution with Salesforce solutions built around your campaigns, customer journeys, pipeline stages, and closed-won revenue.
What Are the Best Revenue Attribution Solutions?
The best revenue attribution solutions connect marketing, sales, CRM, and revenue data so teams can see which campaigns and touchpoints create pipeline and closed-won revenue. For Salesforce-driven teams, the strongest solution usually combines Campaign Influence, multi-touch attribution models, clean CRM data, marketing platform integrations, and executive ROI dashboards.
The Revenue Attribution Challenges You’re Facing
Marketing and sales leaders need to know which campaigns, channels, touchpoints, and sales activities create real revenue. The problem is that most teams still rely on fragmented data, incomplete campaign tracking, and attribution reports that do not match what sales and finance see in Salesforce. You may already have Salesforce, marketing automation, paid media platforms, webinar tools, email campaigns, events, and offline sales activities in place. But if those systems do not connect cleanly, your team cannot answer basic revenue questions with confidence.
The best revenue attribution solutions solve these problems by creating a single source of truth for marketing influence, pipeline contribution, and closed-won revenue. VALiNTRY360 builds that source of truth in Salesforce so your teams can move from disconnected reports to clear revenue intelligence.
- Which campaigns influenced pipeline?
- Which channels helped close deals?
- Which touchpoints moved buyers from lead to opportunity?
- Which marketing investments deserve more budget?
- Which reports should executives trust?
The Biggest Frustrations with Revenue Attribution
Revenue attribution breaks down when your systems, processes, and reporting logic do not work together. Most teams do not have an attribution problem because they lack data. They have an attribution problem because the data is scattered, duplicated, incomplete, or not tied to revenue.
These issues lead to poor budget decisions, weak forecasting, internal friction, and missed revenue opportunities. A strong attribution solution fixes the tracking foundation first, then builds models and dashboards your team can use to make better decisions.
Common attribution gaps include:
- Marketing and sales data live across Salesforce, marketing automation, ad platforms, analytics tools, spreadsheets, and offline sources.
- Campaign Influence is incomplete or configured in a way that does not reflect your actual sales cycle.
- Lead source data is overwritten, inconsistent, or too limited to explain the full customer journey.
- Opportunity Contact Roles are missing or not maintained, which weakens campaign-to-revenue reporting.
- Digital ads, organic search, email, webinars, events, partner campaigns, and sales outreach are not measured with the same attribution logic.
- Revenue reports show last-touch activity, but ignore earlier touchpoints that created awareness, engagement, and pipeline.
- Marketing struggles to prove ROI because campaign costs, pipeline influence, and closed revenue are not connected.
- Sales and marketing teams dispute which campaigns or activities deserve credit.
- Executives do not trust attribution dashboards because the numbers do not match Salesforce opportunities or finance reporting.
The Salesforce Advantage for Revenue Attribution Excellence
Salesforce gives revenue teams a strong foundation for attribution because it sits close to the data that matters most: leads, contacts, accounts, opportunities, campaigns, activities, quotes, revenue, and customer history. We help you turn that foundation into a working attribution system that connects marketing activity to pipeline and revenue.
Complete attribution visibility for better decisions
A strong Salesforce attribution setup helps your team see how campaigns, channels, content, sales activities, and buyer touchpoints contribute to revenue.
VALiNTRY360 can help configure:
- Salesforce Campaign Influence and custom influence models
- Account, contact, lead, opportunity, and campaign relationships
- Marketing Cloud, Account Engagement, and ad platform data connections
- Data Cloud foundations for unified customer data
- CRM Analytics or Tableau dashboards for executive reporting
- Multi-touch attribution views across digital and offline journeys
The goal is simple: give marketing, sales, RevOps, and finance one trusted view of campaign impact, pipeline influence, and revenue contribution.
Intelligent attribution automation to reduce manual reporting
Manual attribution reporting wastes time and creates inconsistent results. VALiNTRY360 helps automate the way your Salesforce environment captures, connects, and reports attribution data.
This can include:
- Automated campaign member tracking
- Lead source normalization
- Activity and touchpoint capture
- Campaign cost and ROI reporting
- Custom attribution rules
- Attribution dashboards by campaign, channel, account, region, or business unit
With the right automation in place, your team spends less time reconciling reports and more time improving campaign performance.
Seamless integration across your revenue systems
Revenue attribution is only accurate when your data sources connect cleanly. VALiNTRY360 helps integrate Salesforce with the platforms that influence your buyer journey.
Common integrations include:
- Marketing automation platforms
- Salesforce Marketing Cloud and Account Engagement
- Paid media platforms such as Google Ads and LinkedIn Ads
- Webinar and event platforms
- Website analytics and form tools
- ERP, billing, subscription, and commerce platforms
- Data warehouses and business intelligence tools
With the right automation in place, your team spends less time reconciling reports and more time improving campaign performance.
Data-driven attribution intelligence for performance improvement
Once the tracking foundation is in place, Salesforce can become a practical revenue intelligence system.
VALiNTRY360 helps teams build dashboards that show:
- Campaign-sourced pipeline
- Campaign-influenced pipeline
- Closed-won revenue by channel
- Cost per opportunity
- Return on marketing investment
- Sales cycle velocity by source or campaign
- Attribution by account, segment, industry, or region
- Pipeline contribution by first-touch, last-touch, and multi-touch models
This gives leaders the clarity to adjust budget, improve campaign strategy, and focus on the channels that create measurable revenue.
Best Revenue Attribution Solutions Compared
The right revenue attribution solution depends on your CRM, sales cycle, channel mix, reporting needs, and data maturity. Some teams need a standalone attribution platform. Others need a Salesforce-native attribution framework with custom models, integrations, and dashboards.
| Revenue attribution solution | Best for | When to choose it |
|---|---|---|
| Salesforce CRM Analytics or Tableau | Teams that need executive dashboards and advanced reporting | Choose this when leaders need visual reporting across pipeline, revenue, campaigns, and channels. |
| Marketing Cloud Intelligence | Teams using Salesforce Marketing Cloud and multiple paid media channels | Choose this when you need marketing performance, spend, and ROI reporting across platforms. |
| Salesforce Data Cloud | Teams with fragmented customer data across many systems | Choose this when attribution depends on unifying customer, account, campaign, and engagement data. |
| HubSpot attribution tools | Smaller or mid-market teams using HubSpot as their main CRM or marketing platform | Choose this when HubSpot is your operating system and you need simpler attribution reports. |
| Dreamdata or HockeyStack | B2B SaaS teams that want full-funnel attribution outside Salesforce | Choose this when you need dedicated journey tracking and buyer touchpoint analytics. |
| Factors.ai | Teams focused on LinkedIn, website journeys, and account-based attribution | Choose this when LinkedIn and account-level engagement are major parts of your demand strategy. |
| Custom Salesforce attribution solution | Teams with unique sales cycles, channels, or reporting rules | Choose this when standard attribution tools do not match your business model. |
| Salesforce Campaign Influence | Teams that want native campaign-to-opportunity attribution | Choose this when Salesforce is your source of truth and you need reliable campaign influence reporting. |
Let VALiNTRY360 Power Every Element of Your Revenue Attribution Process with Salesforce
VALiNTRY360 designs Salesforce revenue attribution solutions around your customer journey, sales cycle, technology stack, and reporting goals. We help you move from basic campaign reporting to practical attribution intelligence that shows how marketing and sales activities contribute to pipeline and revenue.
Different businesses need different attribution models. A short B2C buying journey does not need the same model as a long B2B sales cycle with multiple stakeholders, sales activities, and renewal touchpoints.
VALiNTRY360 helps you design and implement attribution models such as:
- First-touch attribution
- Last-touch attribution
- Linear attribution
- Time-decay attribution
- U-shaped attribution
- W-shaped attribution
- Full-path attribution
- Custom weighted attribution
- Account-based attribution
- Campaign Influence models in Salesforce
We also help connect digital and offline touchpoints so your attribution model reflects the full buyer journey, not just the easiest channels to track.
Revenue attribution should show more than leads and form fills. It should help your team understand which campaigns create qualified pipeline, influence deals, and support closed-won revenue.
VALiNTRY360 builds Salesforce reporting and dashboards that can track:
- Campaign cost
- Cost per lead
- Cost per opportunity
- Pipeline generated by campaign
- Pipeline influenced by campaign
- Closed-won revenue by source or channel
- Return on ad spend
- Marketing ROI
- Conversion rates by campaign and funnel stage
- Revenue contribution by paid, organic, email, event, partner, and sales channels
These insights help marketing leaders defend budget, shift spend, and identify campaigns that deserve more investment.
Attribution data becomes more valuable when it improves forecasting and revenue planning. VALiNTRY360 helps connect attribution insights to pipeline health, opportunity movement, and revenue trends.
This can include:
- Pipeline attribution dashboards
- Forecasting views by campaign source or influence
- Opportunity velocity reporting
- Stage conversion reporting
- Account-level engagement and revenue analysis
- Segment, region, industry, or product-level attribution reporting
- Executive dashboards for marketing, sales, and finance leaders
The result is a clearer view of where revenue is coming from and which activities are likely to support future growth.
Attribution often fails when marketing and sales use different definitions, reports, and success metrics. VALiNTRY360 helps create shared attribution logic inside Salesforce so both teams can work from the same data.
We help align:
- Lead source definitions
- Campaign member rules
- Opportunity influence logic
- Account-based marketing reporting
- Sales activity tracking
- Pipeline source and influence reporting
- Marketing-qualified and sales-qualified handoff reporting
- Shared dashboards for revenue meetings
When the attribution model is clear, teams spend less time debating credit and more time improving performance.
For complex organizations, attribution does not stop at closed-won opportunities. Subscription revenue, renewals, upsells, partner revenue, commerce orders, and product-level revenue may all need to connect back to marketing and sales activity.
VALiNTRY360 helps integrate Salesforce attribution with systems such as:
- Salesforce Revenue Cloud
- Commerce Cloud
- ERP platforms
- Billing systems
- Subscription management tools
- Data warehouses
- Customer success platforms
- Financial reporting systems
This gives enterprise teams a more complete view of how campaigns and customer interactions influence revenue across the full customer lifecycle.
CRM-Native vs Standalone Revenue Attribution Solutions
Revenue attribution tools usually fall into two main categories: CRM-native attribution and standalone attribution platforms. Both can support revenue reporting, but they solve different problems. The right choice depends on how your teams use Salesforce, how complex your buyer journey is, and how much attribution detail your leaders need.
| Attribution approach | What it means | Best fit | How VALiNTRY360 helps |
|---|---|---|---|
| CRM-native revenue attribution | A CRM-native approach uses Salesforce as the central source of truth for attribution. Campaigns, leads, contacts, accounts, opportunities, activities, and revenue data stay connected inside Salesforce. | Best for teams that already rely on Salesforce for sales reporting, pipeline management, campaign tracking, and executive dashboards. | VALiNTRY360 configures Salesforce attribution models, Campaign Influence, dashboards, data structure, and integrations so teams can track campaign impact and revenue contribution with confidence. |
| Standalone attribution platforms | A standalone platform tracks buyer journeys, web behavior, paid media performance, account engagement, and multi-channel touchpoints outside the CRM. | Best for teams that need advanced journey tracking, paid media attribution, website analytics, or account-level engagement views beyond native Salesforce reporting. | VALiNTRY360 helps connect standalone attribution platforms with Salesforce so touchpoint data flows into the CRM and supports trusted revenue reporting. |
| Connected attribution architecture | A connected approach combines Salesforce with marketing, advertising, web, event, analytics, and attribution platforms. Salesforce remains the revenue source of truth, while other systems feed the right touchpoint data into it. | Best for B2B teams with longer sales cycles, multiple channels, complex buying committees, and executive reporting needs. | VALiNTRY360 helps you choose the right mix of CRM-native and standalone attribution tools, then builds the Salesforce foundation needed for accurate, scalable revenue attribution. |
Why VALiNTRY360 Is Your Ideal Revenue Attribution Partner
Revenue attribution software can collect data, but accurate reporting depends on the right Salesforce setup, clean integrations, clear attribution rules, and strong user adoption. VALiNTRY360 helps you build a revenue attribution foundation that connects marketing activity, sales performance, pipeline influence, and closed-won revenue inside Salesforce.
- Certified Salesforce expertise
VALiNTRY360 brings deep Salesforce experience to revenue attribution projects, with Salesforce partner experience since 2018 and 100+ certifications across the team. Our experts understand Salesforce architecture, configuration, integrations, analytics, data security, and complex revenue models.
- Proven implementation methodology
Our process reduces guesswork and creates a system your team can actually use. We assess your current attribution setup, design the right Salesforce model, configure integrations, test reporting logic, and validate dashboards before rollout.
- Scalable attribution architecture
VALiNTRY360 builds attribution systems that can grow with your campaigns, sales process, channels, and reporting needs. We connect Salesforce with marketing, advertising, event, analytics, ERP, and revenue systems to support clearer attribution across the full customer journey.
- Long-term partnership focus
We do not treat attribution as a one-time dashboard project. VALiNTRY360 supports documentation, training, knowledge transfer, post-launch optimization, and ongoing model refinement so your attribution reporting stays useful as your business evolves.
Get Started with VALiNTRY360
Ready to improve revenue attribution in Salesforce? Start with a practical review of your current attribution setup. VALiNTRY360 can help you identify where campaign tracking, data quality, integrations, attribution models, and revenue dashboards are breaking down.
When you contact us, we can help you:
- Review your current Salesforce attribution setup
- Identify gaps in campaign influence, lead source tracking, and revenue reporting
- Map the systems and touchpoints that need to connect
- Recommend the right attribution model for your sales cycle
- Build a custom Salesforce revenue attribution roadmap
Revenue Attribution Solutions FAQ by VALiNTRY360
Revenue Attribution is the strategic process of identifying which marketing touchpoints and sales activities contribute to revenue generation. For enterprise organizations, implementing sophisticated Revenue Attribution frameworks within Salesforce creates unprecedented visibility into ROI, enhances cross-functional alignment, and enables data-driven resource allocation across the customer acquisition journey. VALiNTRY360's Salesforce-powered Revenue Attribution solutions create this visibility by implementing multi-touch attribution models tailored to your specific business requirements, enabling more accurate revenue forecasting and marketing ROI analysis.
The purpose of attribution is to accurately measure marketing and sales impact on revenue generation, enabling data-driven decisions about resource allocation and strategy. Effective attribution eliminates guesswork by providing clear, quantifiable ROI tracking for each marketing channel and campaign. VALiNTRY360's custom Revenue Attribution solutions help organizations achieve this purpose through sophisticated attribution models that connect every customer touchpoint to business outcomes—driving an average 42% increase in marketing ROI through elimination of wasteful spending and reinforcement of high-performing initiatives.
Attributed Revenue in Salesforce represents the portion of closed business that can be directly connected to specific marketing and sales activities through attribution modeling. This provides concrete evidence of which campaigns, content, and channels drive actual revenue rather than just leads or engagement. VALiNTRY360's Revenue Attribution solutions expand attributed revenue visibility through seamless integration with Marketing Cloud, Pardot, and digital attribution tools—ensuring that previously "dark" touchpoints are properly credited within Salesforce for comprehensive attribution reporting.
VALiNTRY360's Revenue Attribution methodology combines technical Salesforce expertise, strategic business consulting, and data science capabilities within a structured implementation framework. This integrated approach delivers attribution solutions that address both technical requirements and strategic business objectives, creating sustainable competitive advantage through data-driven decision making. Our clients consistently achieve measurable improvements including 42% average increase in marketing ROI, 35% reduction in sales cycle duration, and 65% improvement in revenue forecasting accuracy.
The Full Path Attribution model calculates credit by distributing revenue attribution across four key milestone touchpoints: first touch, lead creation, opportunity creation, and closed deal. Each milestone typically receives 22.5% of the credit, with the remaining 10% distributed across intermediate touchpoints. VALiNTRY360 enhances this model in Salesforce through custom configuration and Einstein Attribution to create more sophisticated weighting based on your specific sales cycle and customer journey—ensuring the model accurately reflects your business reality rather than using generic distributions.
The Linear Attribution model calculates credit by distributing revenue equally across all marketing and sales touchpoints that influenced an opportunity. For example, if five touchpoints contributed to a $100,000 deal, each would receive $20,000 (20%) of attribution credit. VALiNTRY360 implements and customizes linear attribution models in Salesforce with enhanced campaign influence tracking to ensure all relevant touchpoints are captured—making it ideal for organizations with collaborative selling approaches or complex customer journeys where multiple interactions have similar influence on the buying decision.
The Marketing Revenue Attribution formula calculates how much revenue to assign to specific marketing touchpoints based on their influence on the customer journey. While basic formulas assign fixed percentages (e.g., 40% to first touch, 40% to last touch, 20% to intermediate touches), advanced formulas incorporate engagement intensity, time decay, and conversion probability. VALiNTRY360 implements sophisticated attribution formulas in Salesforce that combine Einstein Attribution intelligence with custom weighting algorithms—creating attribution models that more accurately reflect your business reality and customer journey compared to one-size-fits-all approaches.
Salesforce attributes revenue through Campaign Influence and Multi-Touch Attribution models that connect marketing touchpoints to opportunities in the CRM. The platform can track both B2B and B2C commerce interactions, from first touch through deal closure, using Campaign Members, Contact Roles, and Opportunity records to build a complete attribution picture. VALiNTRY360 enhances Salesforce's native capabilities by implementing custom attribution models, Revenue Cloud integration, and Einstein Attribution intelligence that provides deeper insights than out-of-box configurations—delivering up to 65% improvement in attribution accuracy.
Revenue is attributed in Salesforce through Campaign Influence models, Opportunity Contact Roles, and Attribution objects that connect marketing activities to closed deals. The platform offers three standard attribution models: First Touch, Last Touch, and Even Distribution (Linear), along with customizable Campaign Influence models. VALiNTRY360 enhances these capabilities through custom attribution development, Einstein Attribution integration, and seamless connection of digital attribution data from external platforms—creating a unified revenue attribution ecosystem that provides up to 65% more accurate attribution reporting than standard implementations.
Salesforce's integrated platform capabilities transform sales forecasting and ROI measurement through advanced attribution modeling, multi-touch analytics, and customizable pipeline tracking. VALiNTRY360's strategic implementation methodology configures these capabilities to create a unified data ecosystem that connects marketing activities directly to revenue outcomes with up to 95% improved forecasting accuracy.
Yes. VALiNTRY360's technical expertise includes advanced integration capabilities that connect Salesforce Sales Forecasting Software with your existing CRM, marketing automation, and analytics platforms. Our structured implementation methodology creates seamless data flow between systems, establishing Salesforce as your central attribution hub while preserving previous technology investments.
Yes. VALiNTRY360's implementation approach incorporates sophisticated feedback collection mechanisms that transform Salesforce into a comprehensive voice-of-customer platform. Our technical architects create custom modules that capture, categorize, and analyze customer feedback and trends, enabling organizations to incorporate direct customer insights into strategic decision-making and attribution modeling.
Yes. VALiNTRY360's technical implementation creates seamless connections between Salesforce and inventory systems, enabling organizations to track orders and product availability with real-time accuracy. Our integration specialists configure bidirectional data flows that maintain inventory visibility throughout the sales cycle, enhancing customer experience and preventing fulfillment delays while providing critical data points for complete attribution modeling.
Enhanced marketing attribution capabilities deliver transformative advantages, including precise campaign performance measurement, optimized budget allocation, and quantifiable ROI validation. VALiNTRY360's Salesforce implementations enable marketing leaders to demonstrate direct revenue impact, justify strategic investments, and eliminate wasteful spending through data-driven decision frameworks.
VALiNTRY360's lead attribution methodology incorporates multi-touch modeling, weighted attribution frameworks, and custom Salesforce configurations that capture the full complexity of modern, omnichannel buyer journeys. This comprehensive approach eliminates the common attribution gaps that standard implementations miss, delivering up to 40% greater attribution accuracy across complex sales cycles.
Organizations implementing VALiNTRY360's Salesforce Revenue Attribution solutions typically realize 15-25% ROI cost savings through elimination of ineffective marketing investments, optimized sales resource allocation, and enhanced operational efficiency. These savings come directly from the ability to accurately identify and reallocate resources from underperforming channels and campaigns to those with proven revenue impact.
VALiNTRY360's strategic Salesforce configuration accelerates market intelligence by transforming attribution data into actionable insights. Organizations typically begin to identify market trends within 60-90 days of implementation, with the platform's AI-powered analytics continuously refining trend identification through machine learning algorithms that improve with each customer interaction.
VALiNTRY360's strategic Salesforce configuration creates feedback loops that directly connect customer behavior, sales outcomes, and product performance. This integrated approach helps product teams identify product improvements and new product concepts through data-driven insights, enabling targeted enhancements that address specific customer needs and maximize revenue potential.
Implementing Revenue Attribution requires establishing clear tracking of customer touchpoints, selecting appropriate attribution models, integrating marketing and sales data sources, and creating actionable reporting. VALiNTRY360's approach to Salesforce Revenue Attribution follows a proven methodology:
- Conduct attribution assessment to identify gaps
- Configure custom attribution models aligned with your business
- Integrate all marketing channels and campaigns with Salesforce
- Implement Einstein Attribution and analytics
- Create executive dashboards for ROI analysis and revenue intelligence
This comprehensive solution typically generates 53% more attributable revenue than previous approaches.
VALiNTRY360's methodology for improving Pipeline and Forecasting Accuracy includes comprehensive data architecture assessment, custom attribution model development, advanced probability algorithms, and executive dashboard creation. This structured approach ensures that revenue forecasting incorporates all relevant attribution data points for maximum accuracy.
Our performance tracking and optimization methodology establishes customized measurement frameworks that align with your specific business objectives. VALiNTRY360's technical team configures Salesforce to track KPIs across marketing campaigns, sales activities, and customer touchpoints, creating automatic optimization alerts when performance metrics fall outside predetermined thresholds.
VALiNTRY360's automated order assistance implementation creates intelligent workflows that streamline complex ordering processes, enhance customer experiences, and reduce administrative overhead. Our technical architects configure Salesforce to automate order status updates, inventory checking, and fulfillment workflows while maintaining complete visibility throughout the order lifecycle for comprehensive attribution tracking.
VALiNTRY360's technical experts implement tools that streamline sales processes through strategic automation, advanced workflow configuration, and intuitive user experience design. Our implementation methodology prioritizes salesperson efficiency, reducing administrative burden by up to 35% while enhancing data capture quality through intelligent form design and guided selling frameworks that ensure accurate attribution data collection.
VALiNTRY360 delivers optional post-implementation support through dedicated customer success managers, technical specialists, and strategic advisors. Our ongoing partnership includes regular attribution model refinement, system optimization, user training, and strategic consulting to ensure maximum value realization from your Revenue Attribution investment.
To calculate ROI based on Revenue Attribution, divide the attributed revenue by the corresponding marketing investment and express as a percentage:
(Attributed Revenue - Marketing Cost) / Marketing Cost × 100%
VALiNTRY360's Revenue Attribution solutions automate this calculation through custom dashboards that integrate expense data with attribution models for real-time ROI analysis. Our implementation combines Salesforce Revenue Cloud with attribution reporting to deliver channel-specific, campaign-level, and overall marketing ROI tracking—enabling precise measurement that our clients leverage to achieve 42% higher marketing returns on average.
VALiNTRY360's implementation enables organizations to provide tracking updates through customized, role-specific dashboards that deliver real-time attribution data to key stakeholders. Our technical architects configure automated reporting mechanisms that present relevant attribution metrics based on specific user roles, ensuring stakeholders receive actionable information without data overload.
VALiNTRY360's strategic implementation delivers enhanced forecasting and insights through custom dashboard development, predictive analytics configuration, and executive-level reporting frameworks. Organizations gain visibility into attribution patterns, conversion likelihood metrics, and revenue projections with accuracy improvements of 30-45% compared to traditional forecasting methods.
The portion of revenue attributed to seasonality varies significantly by industry, but comprehensive attribution modeling can isolate and quantify these patterns. VALiNTRY360's Revenue Attribution solutions include advanced analytics that separate seasonal trends from marketing and sales performance drivers, enabling more accurate revenue forecasting. Our implementations utilize Einstein Analytics and custom attribution reporting to normalize seasonal fluctuations when measuring marketing ROI and campaign influence—providing clients with clear visibility into which revenue shifts are genuinely attributable to marketing efforts versus predictable seasonal patterns.
Determining how much revenue to attribute to cost requires sophisticated attribution modeling that accounts for both direct expenses and opportunity costs across marketing and sales activities. VALiNTRY360's Revenue Attribution solutions provide this insight through comprehensive ROI tracking integrated with Salesforce Revenue Cloud and cost management systems. Our attribution implementations create detailed revenue-to-cost attribution ratios for each channel, campaign, and initiative—enabling precise optimization that typically results in 35% more efficient marketing spend allocation and significantly improved contribution margin on attributed revenue.