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About This Resource

Our Independence

Most content marketing advice comes from companies that sell content marketing software. We don't. Here's why that matters and what it means for everything you'll read here.

The conflict of interest hiding in plain sight

When a marketing automation company publishes a guide on "how to measure content ROI," they have a strong financial interest in the conclusion being: "you need better software." When a dashboard tool writes about attribution models, they want you to realize that their dashboard solves your problem.

This is not necessarily dishonest. But it shapes everything, from the frameworks they present to the limitations they acknowledge. A company selling attribution software will naturally describe attribution problems in a way that their software addresses.

We have no such incentive. No affiliate relationships. No software partnerships. No referral arrangements with any analytics platform or marketing tool vendor. When we describe a spreadsheet approach, it's because a spreadsheet genuinely serves that purpose well. When we say a tool is unnecessary for a given task, we mean it.

What we actually are

Baputo Pixika is an informational resource focused on content measurement frameworks. We write for marketing teams who already know how content marketing works but struggle to connect it credibly to revenue outcomes. This is a specific, real problem that affects a lot of competent teams.

Our content is entirely educational. We explain analytical concepts, walk through framework structures, and break down the terminology that makes attribution conversations unnecessarily complicated. Nothing we publish is tied to a product sale, a service engagement, or a paid partnership.

Why tool-agnostic frameworks matter

Here's a practical reality: most small and mid-size marketing teams cannot afford enterprise attribution software, and many teams that can afford it don't get full value from it because they haven't built the underlying thinking first. Buying HubSpot or Bizible before you understand multi-touch attribution conceptually is like buying a professional camera before you understand composition.

The frameworks we cover work whether your team runs on Google Analytics and a spreadsheet, or on a full marketing stack with CRM integration. The concepts are portable. That's the point.

Specificity over breadth

We write about content measurement specifically, not marketing broadly. This narrow focus lets us go deeper than resources trying to cover everything.

Practitioner-level depth

We write for people who already understand the basics. Our content assumes you know what a conversion funnel is and skips the foundational setup.

Connected frameworks

Attribution, vanity metrics, assisted conversions, and publishing decisions are all related. We show how they connect rather than treating each in isolation.

Plain language throughout

Analytical concepts don't need to sound technical to be rigorous. We translate frameworks into language that works in leadership presentations.

Wide shot of two colleagues in their thirties, one Latino man and one white woman, reviewing a printed methodology document together at a standing desk, warm afternoon light from large windows, relaxed professional atmosphere

What you can expect from us

Every framework we describe has been stress-tested against the real-world question: "Could a marketing team implement this with tools they already have?" If the answer is no, we either adapt the framework or flag the dependency explicitly.

We also acknowledge when we don't know something. Content attribution is a genuinely hard problem with no perfect solution. Any resource that tells you otherwise is selling something. We'll tell you where the edges of reliable measurement are, and why those edges exist.

If you have questions about our methodology or want to suggest a topic we haven't covered, the contact page is always open.

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