Optimization

This is the argument section. Every page here takes a position on how ranking actually works, and most of them disagree with something the industry repeats without ever measuring it.

The through line is measurement. Correlation Is Not Causation is the shape of the reasoning, and Why Computational Analysis Beats AI Guessing is why we will not hand your strategy to a language model trained on the same myths. The rest applies it: keyword research, outranking competitors, and the three stances a site can take toward its own optimization, whether that is authority, structure, or relevance.

The Position These Pages Take

Advice that applies to every search result is advice nobody measured on yours. A result page for "dental scheduling software" and one for "seo report builder" reward different things, and the only way to know which is to measure the pages currently winning that one query.

So these pages avoid universal rules. Where you see a number here, it came from a set of pages that were measured, and the page says which set.

Choosing a Stance

Three of these pages are alternatives rather than a sequence, and picking one is the point. Authority concentrates internal links on the pages you most want to rank. Structural reorganizes how the site is wired. Relevance works on the topic groups your content already forms.

Balanced Strategy is for when the map does not obviously call for one of the three, and SEO Strategy is the long-form version of the whole argument.

For People Who Automate

If you drive SEO from a terminal or a chat window, How to Do SEO with Claude Code and MCP Server Implementation are the two to read. Your Website as an MCP argues the other direction: that your own site should answer questions from an AI assistant the way an API does.

If you want the steps rather than the argument, the documentation is next door. This section is for deciding what to do before you go do it.

What Does the Math Say
About Your Site?

Finding out is free and takes minutes.

Recent Articles

An SEO Strategy For Google SERP Features

Seventeen Google SERP features sorted by whether you can realistically win them, with what each one actually takes.

How to Build an SEO Report

This guide gives you two free tools: an SEO Audit that makes full, custom checklists in a click, and an SEO Report Builder for pro-grade report charts.

How to Outrank Competitors in SEO

Measure the ten pages above you on the same things your own pages are measured on, then spend only where the gap is real.

Correlation Is Not Causation

Correlation tells you what the ten ranking pages share. Validation decides which of it to trust, and you decide what it means for your page.

Your Website as an MCP Service

What to expose, how to shape search and fetch, and where to stop automating, worked through the live MCP server running on this site.

MCP Protocol Server Implementation Overview

What an MCP server actually has to implement: the initialize handshake, session headers, the POST and GET split, and the error codes clients read.

Why Computational Analysis Beats AI Guessing

Most AI SEO tools let the model decide and call it analysis. Measure the SERP first, then let AI read the numbers back to you.

Structural Optimization Strategy

Structural optimization walks your own link graph: the depth of every page at once, the pathways links create, and where a new internal link would do the most.

Balanced Optimization Strategy

Balanced optimization runs the authority, content and structural analyses on one target page and draws the winning links onto your LinkMap as planned links.

Popular Articles

How to Build an SEO Report

This guide gives you two free tools: an SEO Audit that makes full, custom checklists in a click, and an SEO Report Builder for pro-grade report charts.

An SEO Strategy For Google SERP Features

Seventeen Google SERP features sorted by whether you can realistically win them, with what each one actually takes.

How to Outrank Competitors in SEO

Measure the ten pages above you on the same things your own pages are measured on, then spend only where the gap is real.

Content Relevance Optimization

Content relevance is one of the four optimization strategies. It works on the topic groups your pages already form, and costs $20 for one target page.

Structural Optimization Strategy

Structural optimization walks your own link graph: the depth of every page at once, the pathways links create, and where a new internal link would do the most.

Balanced Optimization Strategy

Balanced optimization runs the authority, content and structural analyses on one target page and draws the winning links onto your LinkMap as planned links.

Authority-Focused Optimization

Maximize your site's authority flow with targeted optimization strategies

MCP Protocol Server Implementation Overview

What an MCP server actually has to implement: the initialize handshake, session headers, the POST and GET split, and the error codes clients read.

Your Website as an MCP Service

What to expose, how to shape search and fetch, and where to stop automating, worked through the live MCP server running on this site.

Other Categories

Chat with your own SEO data
Connect Claude, ChatGPT, or any AI chat to your private MCP server and ask "what should I fix first?" It answers from your data - crawls, rankings, competitor research, backlinks - and can even queue new analysis for you.

Wire it into your agentic system and it can re-measure a page while your agents work on it - change, measure, repeat.

Free and paid tiers have your own private MCP server alongside the dashboard you'd expect.

No account yet? The public server below answers anything about features, pricing, or support - and will pull a real SERP correlation analysis, methodology and raw data included.
https://seolinkmap.com/mcp