See how B2B teams prove their LinkedIn Ads ROI.

Scenario: A Cybersecurity Vendor Attributes a 9-Month Deal Cycle

Scenario: A Cybersecurity Vendor Attributes a 9-Month Deal Cycle

A hypothetical example of attributing long, multi-touch enterprise deals where LinkedIn engagement happens months before an opportunity is created.

Scenario: A HealthTech Demand-Gen Team Reallocates Budget

Scenario: A HealthTech Demand-Gen Team Reallocates Budget

An illustrative scenario showing how a demand-generation team could use engagement-to-pipeline visibility to move budget away from campaigns that do not influence real accounts.

Scenario: A DevTools PLG Company Connects Ads to Self-Serve Signups

Scenario: A DevTools PLG Company Connects Ads to Self-Serve Signups

A hypothetical product-led-growth example connecting LinkedIn engagement at the company level to self-serve signups and expansion accounts.

How a Fintech Demand Gen Leader Cut Attribution Confusion and Improved Reporting Accuracy

How a Fintech Demand Gen Leader Cut Attribution Confusion and Improved Reporting Accuracy

How a fintech demand gen team rebuilt their attribution reporting after self-reported pipeline diverged from CRM revenue by 40%. Six-week reset across HubSpot, GA4, and weekly model audits.

Case study: Fixing funnel leakage by syncing lead scoring with CRM routing rules

Case study: Fixing funnel leakage by syncing lead scoring with CRM routing rules

A B2B revenue operations scenario showing how aligning lead scoring with CRM routing rules reduced handoff friction, exposed false-positive MQLs, and improved visibility into qualified pipeline quality.

Uncovered $1.2M in hidden pipeline from LinkedIn Ads.

Uncovered $1.2M in hidden pipeline from LinkedIn Ads.

Acme SaaS discovered their brand awareness campaigns were actually driving 40% of enterprise deals — invisible to their old click-based tracking.