CEO of Mountainise
Certified CRM Consultant with 10+ years of experience in Salesforce, HubSpot, and Marketing Cloud implementations.
Years ago, in a previous role, I was handed a $1 million monthly budget to spend across Google and Facebook. We had a sophisticated tracking setup. We had a great team. And yet, consistently, more than 30% of that budget disappeared into a black hole.
We knew something was working, but we couldn’t accurately tie the spend to the outcome or calculate a true Marketing ROI. Without a clear picture of our Customer Acquisition Cost (CAC), we were essentially guessing.
Fast forward to 2026, and the digital landscape has evolved exponentially. User experience and tech solutions are lightyears ahead of where we were 20 years ago during the dot-com boom. Yet, when it comes to attribution, the industry has surprisingly circled back to Ground Zero.
Platform attribution (looking at you, Google and Meta) works flawlessly, but only inside their own walled gardens. The moment you step outside their network and try to map that data to your own CRM and database, the truth gets blurry and the only way out is a robust first-party intent data strategy.
Add in AI, the deprecation of cookies, and strict privacy consent laws, and finding the exact journey of the right account has become more difficult than ever. Relying on outdated models—First-Touch, Last-Touch, or even W-shaped attribution—just isn’t cutting it anymore.
To find the truth today, we need to think like detectives.
In the movies, when authorities need to trace a phone call, they need the suspect to stay on the line for at least two minutes. They use a method called triangulation using multiple data points from different towers to pinpoint an exact location, even if GPS is blocked.
Business leaders must apply this exact concept to their marketing spend. I call it the Triangulation Framework. It moves beyond standard multi-touch models and relies on three core pillars to give you a true, end-to-end picture of your customer’s journey.
Here is how it works:
It is the simplest, most sacred question in your user journey: “How did you hear about us?” Some UX experts argue this adds friction to a form. But the reality is, if a consumer or B2B buyer is in genuine need of your service, they will answer it.
Adding this one required field to your demo or trial requests changes everything. When you compare this self-reported data against your software tracking, you’ll start seeing cross-referenced realities. You’ll uncover the dark funnel; those social interactions, the podcast mentions, or the remarketing campaigns that actually drove the conversion, rather than just the last Google ad they clicked.
Why do attribution models fail? Because they measure demand capture, not demand generation. You launch a campaign, get hundreds of clicks, and generate leads only to find out later they aren’t qualified.
Incrementality requires a phased, experimental approach. You don’t just launch a massive media buy and hope for the best. You test specific geographical locations, specific networks, and specific platforms. You isolate variables to see if the marketing spend caused the conversion, bypassing the unreliability of server-to-server tracking failures or denied cookie consents.
Larger companies have spent millions on out-of-home (OOH) advertising, TV, and brand awareness for years, often struggling to measure it. By combining MMM with our triangulation concept, you achieve holistic revenue attribution. In an era of strict privacy, using data clean rooms and MMM allows you to see the macro-impact of brand spend without needing to track every individual click.
For example, if you are spending heavily on both outdoor ads and LinkedIn, try flipping your budget strategy. Pause one, scale the other, and watch the macro-level impact on your inbound pipeline. This top-down view ensures you understand how your channels interact with one another.
The Triangulation Framework Self-Reported Attribution, Incrementality Testing, and Marketing Mix Modeling cannot be executed manually at scale. It requires an AI-driven approach, data-driven attribution, and above all, a data-readiness attitude across your organization.
Stop settling for the black hole. Stop relying solely on the biased data provided by the ad networks taking your money.
Start triangulating your data. When you do, you will finally have the clear, rational reporting you need to make the right decisions for your business.
How is your team currently tracking the “untrackable” steps in your buyer’s journey? I’d love to hear your thoughts in the comments.
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Salesforce Managed Services provide ongoing support, maintenance, and optimization of your Salesforce platform. Instead of hiring a full in-house team, businesses can rely on a dedicated group of experts to manage everything from daily tasks to long-term strategy.
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Salesforce Managed Services provide ongoing support, maintenance, and optimization of your Salesforce platform. Instead of hiring a full in-house team, businesses can rely on a dedicated group of experts to manage everything from daily tasks to long-term strategy.
Enter ServiceNow Customer Service Management (CSM), a single-platform approach that unifies channels, automates ServiceNow CSM workflows, and gives agents the context they need to wow customers at scale.
Salesforce Managed Services provide ongoing support, maintenance, and optimization of your Salesforce platform. Instead of hiring a full in-house team, businesses can rely on a dedicated group of experts to manage everything from daily tasks to long-term strategy.
Enter ServiceNow Customer Service Management (CSM), a single-platform approach that unifies channels, automates ServiceNow CSM workflows, and gives agents the context they need to wow customers at scale.
Salesforce Managed Services provide ongoing support, maintenance, and optimization of your Salesforce platform. Instead of hiring a full in-house team, businesses can rely on a dedicated group of experts to manage everything from daily tasks to long-term strategy.
Enter ServiceNow Customer Service Management (CSM), a single-platform approach that unifies channels, automates ServiceNow CSM workflows, and gives agents the context they need to wow customers at scale.
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