Author
Roman Makuev

Roman Makuev

Founder & Search Architect, Neon

Founder of Neon. Award-winning digital experience designer and SEO specialist with 10+ years in product design and UI/UX, and creator of custom analytics platforms — like SEO Algorithm — built for high-scale interfaces.

I've spent the last decade at the intersection of search and engineering — moving from classic on-page SEO into the mechanics of how modern retrieval systems actually read, rank, and cite content. My work centers on algorithmic semantics: vector distance, passage-level information gain, entity coverage, and the retrieval constraints that decide which pages get surfaced in AI answers.

At Neon I architect the systems behind that work. That means designing crawlable, render-safe front-ends, mapping search demand into information architecture before a line of code is written, and building the analytics platform — Algorithm — that lets our clients see what search engines see in real time, instead of a month-old export from someone else’s crawler.

Proof & Digital Footprint

Where the work lives. Profiles, platforms, and published research you can verify independently.

Known Projects & Research
Proprietary SEO intelligence for agencies and in-house teams — link quality, information gain, content scoring, and visibility across Google and AI search.
Why DR breaks as a link-vetting metric, and the on-page signals that actually predict whether a backlink is worth pursuing.

Latest Articles & Research

All insights →
Guide

Mobile SEO Checklist

What Googlebot Smartphone fetches at your URL is the page Google indexes, on desktop too. This checklist runs in the order the index is built: parity, crawl, index, render, then performance and UX.

Analysis

Website Rankings Loss Audit: The Update Is a Date, Not a Diagnosis

Positions, impressions and clicks fall for different reasons. The audit that locates the loss — where, when, in which metric, and what took the place your pages held — before it names a cause, in the order of what it costs to rule each one out.

Guide

What to Do After Keyword Research: The Spreadsheet Isn’t the Plan

Keyword research ends with a list. The sequence that turns it into pages: which intent becomes which URL, in what order, with what inside. Two branches: a new site and a site that already exists.

Analysis

301 Redirect SEO Penalty: The Redirect Isn’t Punished. It’s Ignored.

Google almost never penalizes a redirect. It reads what the redirect claims, checks whether the claim holds, and when it doesn't, passes nothing through. Five ways the check fails, and the one case that still ends in a manual action.

Guide

Technical SEO Audit: Discovery, Crawl, Render, Index, Retrieval

A technical SEO audit checks whether a search engine can discover, crawl, render, index and retrieve the pages that matter. Six places the path breaks, how to prove each one, and who fixes it.

Guide

B2B SEO Audit: Why Your Traffic Isn’t Reaching the Pipeline

Rankings up, sessions up, pipeline flat. A B2B SEO audit for that problem: where good traffic stops turning into qualified deals, and how to measure it instead of guessing.

Guide

International SEO Audit: Hreflang, Indexation by Locale and the URL Decision

An international SEO audit reads one site market by market: which page Google serves in which country, whether every locale is in the index, and where two targeting signals disagree. This is the order I run it in, with the reports and filters named.

Guide

Ecommerce SEO Audit: How to Triage a Store’s URLs

Millions of URLs, and almost none should rank. An ecommerce SEO audit by triage: index decisions, crawl budget, facets and the product feed.

Guide

Enterprise SEO Audit: Templates, Crawl Budget and Index by Sitemap

An enterprise SEO audit reads the rules above the pages: the templates that generate URLs, the crawl allowance per host, the index per sitemap, and the team that owns each fix.