Attribution & ROI

By Emilia Korczynska

The operator’s guide to building and optimizing ABM campaigns with Claude Code, from target lists and structure to AI creative, templates, and weekly optimization.

By Emilia Korczynska

LinkedIn ad ROI tracking is a tricky business (hello, B2B and its buyer complex buyer journeys). It is difficult to credit specific LinkedIn ads with the revenue they influence, especially when conventional ROI tracking methods, like LinkedIn’s native solutions or the ones in your CRM, don’t help.

By Emilia Korczynska

Here is the uncomfortable truth about marketing channel attribution: most B2B teams are making million-dollar budget decisions using data that captures only a fraction of the real buyer journey.

By Emilia Korczynska

A prospect sees your LinkedIn Thought Leader Ad in January. In February, they Google your company name and click a paid search result. In March, they read two blog posts through organic search. In April, a BDR sends a cold email. In May, they booked a demo from a retargeting ad.

By Emilia Korczynska

A lot of revenue from ABM goes unreported when you rely on contact-level LinkedIn ads attribution due to how few of the contacts in your “influenced deals” actually clicked on your ads and filled in the demo booking form without the narrow default 30 day attribution window.

By Emilia Korczynska

How to set up LinkedIn URL tracking parameters and UTM tags for ABM campaigns, with naming conventions and CRM integration tips.

By Emilia Korczynska

How to set up LinkedIn conversion tracking for ABM campaigns, including the Insight Tag, CAPI, and why account-level tracking with ZenABM fills the gap.

By Emilia Korczynska

When I first launched ABM campaigns on LinkedIn as the VP of Marketing at Userpilot, I struggled to see which accounts were engaging with our ads and how that translated into pipeline. ZenABM’s ABM Campaign Analytics Dashboards solve that problem by turning your LinkedIn Ads and CRM data into instant reports.

By Emilia Korczynska

Picture this: Person A on your buying committee notices a LinkedIn ad, does not click, keeps scrolling. Days later, Person B from the same company, who never saw that ad, signs a contract after a phone call. If you own revenue ops, this is the exact moment your reporting breaks and your RFOI story collapses.

By Emilia Korczynska

If you are running ABM on LinkedIn, you must know how to measure LinkedIn ad engagement for target accounts at the level of each individual campaign. Even with a stack of tools, many marketers still cannot assemble this view reliably.

By Emilia Korczynska

Enterprise sales isn’t a click-through fairy tale. Your buyers lurk, skim, and research in silence while LinkedIn ads do the quiet heavy lifting.

By Emilia Korczynska

Relevance AI is my favorite platform for building AI agents, but this is not a product review. This is the path I took to discover it, and why that same path explains how to track revenue from LinkedIn ads. It also shows why many teams misread what LinkedIn actually does for revenue.