Applying a single attribution model, like last-touch, to all channels is a mistake. It undervalues top-of-funnel activities and can lead to budget cuts that starve the pipeline. Instead, measure each channel based on its intended outcome and funnel stage.

The company's overall win rate was low (6-7%) and decreasing. Analysis showed this decline mirrored a drop in marketing 'signals' (e.g., event attendance, content downloads) before an opportunity was created. This provided a clear data link between mid-funnel marketing activities and sales success.

Business owners often misjudge their performance by looking at metrics in a vacuum. A seemingly low 0.35% conversion rate is actually strong when contextualized against the 1% industry standard. Benchmarking prevents discouragement and enables realistic goal-setting.

Instead of focusing solely on conversion rates, measure 'engagement quality'—metrics that signal user confidence, like dwell time, scroll depth, and journey progression. The philosophy is that if you successfully help users understand the content and feel confident, conversions will naturally follow as a positive side effect.

Metrics like "Marketing Qualified Lead" are meaningless to the customer. Instead, define key performance indicators around the value a customer receives. A good KPI answers the question: "Have we delivered enough value to convince them to keep going to the next stage?"

Instead of treating all channels equally, identify which customer segments (e.g., brand advertisers) are best served by which channels (e.g., TV screens). Shifting demand accordingly can unlock massive growth by optimizing the entire portfolio and increasing customer ROI.

While AI tools dramatically increase content production speed, true ROI is not measured in output. Leaders should track incremental engagement, conversion lift, and revenue per message. An often overlooked KPI is brand consistency—how often content passes governance checks on the first try.

In a B2B supplier or distributor model, success depends on going downstream. You must understand not only your direct partner's business drivers and KPIs but also the needs of their end-customer. This allows you to align strategy across the entire value chain.

Instead of letting a partner program evolve organically, start with a clear vision of the ideal channel based on board-level metrics. Actively build towards that future state, which includes strategically stopping activities that only service a legacy model.