Trending
“Can you prove it came from marketing?”
If you're a marketing leader, you've heard that question more times than you'd like. And the answer is rarely simple. Attribution is messy. Buyer journeys are non-linear. And marketing is still held to a higher standard than most teams when it comes to proving value.
So what does “good” attribution actually look like today?
Let’s break it down.
The Funnel Is Dead. Long Live the Maze.
According to Edelman‑LinkedIn’s 2021 B2B Thought Leadership Impact Report, 83% of a typical B2B purchase decision—researching solutions, ranking options, and benchmarking pricing—happens before a buyer engages directly with a provider. Buyers spend months lurking in private channels, listening to podcasts, and scouring forums long before they show up in your CRM.
I've seen it firsthand: A high-effort campaign looked like a flop in our dashboards. Months later, customers started quoting that content to sales. They had bookmarked it, circulated it internally, and used it to build consensus. The data missed the influence, but the story showed us the truth.
Why “Last Touch” Isn’t Good Enough
If the final action before a conversion was a branded search, did that search really drive the deal?
As Chris Walker, Founder of Passetto, said:
“Attribution software can only track what happens inside the tools it’s connected to. The most influential parts of the journey are happening where software can’t see.”
We need to stop rewarding the click and start honoring the journey.
What “Good” Looks Like in 2025
Top-performing marketing teams no longer treat attribution as a simple math equation. They use it as a tool for alignment, decision-making, and storytelling. Here is what they are doing differently:
1. They identify patterns, not perfect answers Instead of focusing on exact channel credit, these teams look for repeatable trends in journey dynamics. For example, a LinkedIn case study on B2B AI integration showed that when sales reps used AI-generated, personalized ROI reports, deals closed 22% faster. The acceleration came not from a tracked last-touch, but from delivering highly relevant insights earlier in the buying process.
This is what modern attribution is about: understanding how programs contribute to acceleration, not just acquisition.
2. They triangulate across multiple data points Modern attribution isn’t about trusting a single source—it’s about combining multiple imperfect signals to uncover the bigger picture.
Relying solely on what a customer tells you, like in a “How did you hear about us?” form field, can give directional insight, but it’s rarely precise. In fact, research shows that over 40% of self-reported responses don’t match the tracked source. That’s not because people are lying; it’s because memory is flawed, multiple influences are at play, and buyers often aren't consciously aware of what actually shaped their decision.
That’s why high-performing teams triangulate across:
- CRM and pipeline data
- Marketing automation platform (MAP) behavior
- Website analytics
- Call intelligence and sales notes
- Self-reported attribution (used as a gut-check, not gospel)
They don’t chase one source of truth. They build a mosaic of insight to guide decisions.
Good attribution is not about finding the perfect model; it’s about triangulating signal from multiple sources to tell a credible story.
3. They blend quantitative and qualitative inputs Great marketing teams regularly conduct deal journey reviews with sales. They ask: What content did the buyer mention? What questions were already answered by marketing? What moved the deal forward?
4. They align attribution with business outcomes The most effective attribution models are designed to answer business‑critical questions: Are we shortening deal cycles? Improving win rates? Reducing cost per qualified opportunity?
When sales and marketing operate as a unified team, the results are significant. According to Jifflenow (now part of Cvent), companies with tight sales‑marketing alignment achieve 36% higher customer retention. Separately, the Revenue Operations Alliance that aligned organizations drive 24% faster revenue growth and 27% faster profit growth over three years.
Modern attribution must connect daily marketing activity to these concrete business outcomes. It’s not just about counting leads. It's about demonstrating how marketing accelerates deals, improves efficiency, and fuels shared revenue goals alongside sales.
5. They account for “dark funnel” influence Much of the buyer journey now happens off the grid—in private communities, social feeds, dark social, or word of mouth. Sophisticated teams monitor branded search trends, community mentions, and qualitative feedback to inform strategy.
6. They make attribution a shared responsibility Attribution is not just a marketing exercise. Strong teams align with sales, finance, and leadership to build a shared understanding of impact.
Who’s Doing Attribution Well?
Several standout companies are leading the way:
- Salesforce integrates multi-touch attribution aligned to pipeline stages and acceleration metrics.
- HubSpot blends their own tools with qualitative context.
- Gong uses call intelligence to identify which content and campaigns are mentioned in buyer conversations.
- Cognism runs closed-won deal reviews to manually map buyer journeys and dark social influence. CMO Alice de Courcy has spoken extensively about this model.
These companies understand attribution is not about tracking everything. It is about seeing enough to act with confidence.
Events Are the Long Game
Events are expensive and time-consuming. Booths, flights, swag, sponsorships, team travel, follow-up. And yet, they remain one of the most effective demand generation channels.
At one company, we had a prospect go silent after a promising event conversation. Five months later, they came back. New budget. New champion. Same emotional connection to the brand from the event.
According to Bizzabo, 80% of marketers say in-person events are their most impactful channel, but only 23% feel confident measuring ROI.
Good event attribution means:
- Tracking both sourced and influenced pipeline
- Logging sales feedback on conversations
- Measuring engagement over multiple quarters
- Accepting that customer readiness, not event execution, drives timing
We need to stop asking if an event paid off by Friday. The better question is: did it create momentum we can nurture and convert over time?
Manual Work Is the Real Work
Some of the most valuable insights I have found came not from a report, but from sitting down with my marketing team or a salesperson and walking through a closed-won deal journey.
Where did the conversation start? What did the buyer cite as helpful? What moved the deal forward?
We ran these audits quarterly. They took time. But they told the truth.
Why Marketing Gets the Blame
Marketing often becomes the most visible, and most questioned, team when growth stalls. We are asked to justify budgets, defend programs, and attribute every dollar.
As author Brianna Wiest said:
“Blaming others softens the ego—it lets us avoid the hard work of accountability.”
Scrutinizing a campaign is simple. Tackling the real blockers like misaligned teams, inconsistent sales execution, and unclear positioning takes more courage.
Attribution should be a tool for clarity, not a weapon for blame.
Brand and Demand Are Not Opposites
A sales leader once said in a pipeline meeting:
“Just keep lead gen on. We don’t need brand awareness. We need leads—like, yesterday.”
This revealed a deeper disconnect. Brand and demand are not in conflict. One builds future preference. The other captures it.
According to Nielsen insights, a one-point gain in brand awareness or consideration drives a 1 percent lift in sales, and ongoing brand efforts contribute approximately 10–35 percent of total brand equity. Yet most short-term attribution models ignore this influence.
When we only measure what’s easy to track, we risk underfunding what matters most. We won’t build pipeline at scale if we starve the brand engine that fuels it.
A Better Narrative
Marketing is not just a lead engine. It is a strategic partner to sales and the business. It shapes perception, educates buyers, accelerates decisions, and drives revenue.
Attribution isn't about defending marketing’s existence. It's about telling the real story—visible and invisible, clean and complex.
Let’s move from defending marketing to communicating marketing.
How to Get Started with Smarter Attribution
We didn’t overhaul everything at once. We started small.
Measuring the impact of a 15-channel omnichannel campaign in a previous organization was anything but straightforward. On the surface, attribution looked clean. Most of our marketing-sourced, closed-won deals had a last touch of “pay-per-click ad.” But that was just the final step in a much longer journey.
As we dug deeper, patterns began to emerge. Those buyers hadn’t just clicked an ad and converted. They had read blog posts, downloaded white papers, opened nurture emails, attended webinars—often five to ten meaningful touchpoints before they ever searched and clicked. PPC just happened to be the finish line, not the race.
What looked like a linear funnel was actually a web of interactions. So we started mapping journeys manually. We pulled reports. We talked to sales. We compared timestamps across platforms. It was slow, and honestly a little scrappy, but it gave us the insight we needed.
It helped us shift our mindset, from tracking conversion points to identifying momentum creators.
If your attribution efforts are still in the early stages, or if you're trying to evolve beyond last-touch thinking, here’s how to start building smarter attribution without a six-figure tech stack:
1. Start with a hypothesis, not a tool Ask, what do we believe is influencing deals, and what would we need to see to validate that? Effective attribution begins with curiosity, not dashboards.
2. Build a baseline using what you already have Use your CRM, marketing automation platform (MAP), and website analytics to map real buyer journeys. Choose five closed-won deals and trace their paths. Note timelines, touchpoints, and sales feedback.
3. Add a “How did you hear about us?” field It will not be perfect, but paired with behavioral data, it adds helpful context. Keep it open-ended and look for consistent patterns over time.
4. Talk to sales regularly Create a lightweight feedback loop. Ask what content is resonating, which channels prospects mention, and what is moving deals forward.
5. Align with business outcomes Rather than focusing on MQLs, track how marketing affects pipeline velocity, deal quality, and conversion rates. These are the metrics your CEO and CFO care about.
6. Go deep on one program Instead of trying to fix your entire model, pick one campaign or content stream to measure closely. Track all touchpoints and analyze what influenced the journey.
7. Keep stakeholders informed Attribution is as much about education as it is about measurement. Bring sales, finance, and leadership into the process as you improve reporting. Help them understand why you are shifting away from surface-level metrics.
Wrapping Up
I’ve spent years trying to make sense of messy buyer journeys, imperfect models, and skeptical stakeholders. What I’ve learned is that clarity doesn’t come from perfection. It comes from persistence.
If you are frustrated with attribution, you are not alone. The journey is complex. The dashboard is incomplete. But the work is worth it.
Focus on what drives impact. Track what you can. Talk to your teams. Build shared understanding.
Because good marketing does not always show up in the CRM.
But it always shows up in the results.
How are you navigating attribution in your business? Let’s compare notes.
Related: How Alternative Investments Are Reshaping Smart Portfolios