Origin Story

Why I Built Rankplot.com: A Public SEO Case Study

I built Rankplot.com to document the real process of building a website, testing SEO ideas in public, and turning messy trial-and-error into something visible, useful, and repeatable.

Published: April 2026 · Category: Start Here · Author: Rankplot

If you read enough SEO blogs, you start noticing a pattern: most of them are just survivorship bias wrapped in a tutorial. People love to show you the winning lottery ticket. They show you the traffic spike, the monetization dashboard, and the perfectly optimized site. But they rarely show you the messy, nonlinear process it took to get there.

That is exactly why I decided to turn Rankplot.com into a public SEO case study. I wanted a place where I could document the work of building a site from the ground up and growing it in public, not as a theory project, but as a real one with real pages, real constraints, real experiments, and real trade-offs.

The Problem with Most SEO Blogs

For a long time, I noticed a gap between SEO advice and SEO reality. There is plenty of content online explaining what people should do: choose a niche, publish consistently, improve internal links, optimize site speed, build topical authority, update old content, and so on. Most of that advice is not wrong. The problem is that it often feels too clean.

Real websites are messier than frameworks make them sound. You do not build a site in a straight line. You make choices with incomplete information. You second-guess your positioning. You change categories after publishing ten posts. You discover that the structure you thought was logical is not very useful for readers. You realize that a page you expected to rank does nothing, while another page starts getting impressions almost by accident.

I do not want to publish polished hindsight. I want to publish decisions, experiments, mistakes, revisions, and results.

Treating SEO as Bayesian Updating

Here is the truth: nobody outside of Google has the exact algorithm. Building a site and doing SEO is not about memorizing a cheat code. It is a game of probabilities.

I think of it as Bayesian updating . You start with a prior assumption. You publish pages, change structure, improve links, and watch how the market responds. Then you update your model based on what the data tells you.

The problem is that most people do not record their priors or their failures. They just silently pivot and pretend they knew the answer all along. I want to plot the entire curve. Rank is the outcome. Plot is the trajectory. Together, Rankplot is about mapping the path, not just celebrating the result.

What You Will Learn from This Website Building Process

This site is not meant to be a vague commentary blog. It is meant to be an operating record. If you follow Rankplot, here is what you will actually see.

The Architecture & Tech Stack

I will document why I chose this CMS, this hosting setup, this theme structure, and this publishing workflow. I will also review the plugins, tools, and services I actually use while building the site.

Live SEO Experiments & A/B Tests

I plan to test internal linking, schema, content clustering, title rewrites, page updates, and other practical SEO variables. I want to show the timing, the change, and the outcome, not just general advice.

The Failures & Post-Mortems

Some posts will fail. Some changes will not work. Some ideas will be expensive distractions. I want to publish those too, because a public lab is useless if it only records successful experiments.

Affiliate Disclosure: Transparent Monetization

Let’s talk about incentives. Running a site costs money: domains, hosting, tools, plugins, design, email software, and time all have a cost. To help cover those costs, this site will include affiliate links where they make sense.

Here is my rule: if I recommend a tool and you buy it through one of my links, I may earn a commission at no extra cost to you. But I do not want monetization to come before usefulness. I only want to recommend tools I have tested, used, or evaluated seriously enough to stand behind.

If a tool is overpriced, overhyped, limited, or unnecessary, I want to say so clearly. Trust matters more than short-term clicks.

The Next 30 Days: A Baseline Action Plan

A vision without a timeline is just a slogan. To get this project off the ground, here are the first three things I plan to execute and document.

1. The Foundation Build: I will publish the exact tech stack behind Rankplot and explain why I chose it over the alternatives.
2. The Zero-to-One Content Strategy: I will map out the first topic clusters and define the starting site architecture.
3. The Core Web Vitals Baseline: I will benchmark speed, configure caching and CDN settings, and lock in a fast starting point.

Building a site is a long-term compound-interest game. Rankplot.com is where I want to keep the ledger in public.