Our approach to content scoring
We built our process around a single observation: most B2B content teams have more data than they know what to do with, and not enough clarity on what that data means for publishing decisions. Our method is designed to close that gap.
Simple systems outlast complex ones
There's a version of content analytics that requires a data team, custom pipelines, and a six-figure software contract. That version exists. It works for some companies. It's not what we build.
We build systems that a content strategist can open on a Monday morning and actually use to plan the week. The scoring model has to be understandable to everyone who touches content — not just the person who built it.
That constraint — simplicity as a design requirement — shapes everything about how we work. We resist the urge to add more metrics. We push back on complexity. We ask "does this help the team decide?" before adding anything to the model.
"A scoring system that requires a data analyst to interpret isn't a system for your team — it's a system for the analyst. We build for the team."
Our design principle for every engagement
Four phases, eight weeks, one useful system
Discovery
We start by understanding your business model, your sales cycle, and how content currently fits into your pipeline. We ask uncomfortable questions — like "what does a content win actually look like for your company?" — because those answers determine the entire scoring architecture.
We also do a technical review of your analytics setup to understand what data is actually available. This is important: the best scoring model is the one built on data you actually have, not data you wish you had.
Content Audit
We catalog your existing content library and pull performance data for each piece. The goal is to find natural clusters — topic areas, formats, or funnel stages — that show consistently different performance patterns.
This phase often surfaces things that surprise teams. A blog category that felt important turns out to be a traffic dead end. A technical post from two years ago is quietly generating most of your organic demo requests. The audit makes those patterns visible.
Scoring Build
We design the scoring model based on what we learned in the audit. Typically two to four weighted metrics, combined into a single composite score per piece. We build it in your existing tools — no new software required.
Every piece in your library gets an initial score. We present the results, walk through the methodology, and calibrate weights based on your feedback. The goal is a model that feels accurate to your team's intuition about what's working — because intuition usually has some signal in it, even when it's not backed by data.
Enablement and Handoff
We run two to three working sessions with your team. Not presentations — actual working sessions where your people are using the scoring data to make real decisions about your real content calendar.
We document everything: how the scores are calculated, how to score new content as it publishes, how to read the dashboard, and how to present scoring data to leadership. Then we hand it over and step back.
We work inside your existing stack
We don't require new software purchases. The scoring system is built to live in the tools your team already uses daily.
Google Analytics 4
Primary data source for traffic, engagement, and conversion events.
Google Sheets or Notion
Where the scoring model lives — transparent, editable, and owned by your team.
CRM Integration
HubSpot, Salesforce, or similar — connecting content engagement to pipeline stages.
Search Console
Organic performance data that adds context to traffic quality signals.
What we don't do — and why that matters
We don't write content for you
We're a strategy and systems studio, not a content production agency. Our job is to make your existing publishing operation more effective, not to replace it.
We don't manage your analytics platform
We configure what we need for the scoring system and then hand it over. Ongoing analytics management is outside our scope.
We don't build proprietary software
The scoring system lives in tools you already own. No vendor lock-in, no subscription dependency on us. You own everything we build.
Want to see the method applied to your content?
We're happy to walk through a sample scoring framework on a discovery call — no commitment, just clarity.