Applying Koray’s Topical Authority Methods Without Getting Overwhelmed

You’ve read the long deep dives on Koray Tuğcu’s topical authority framework, and the first feeling is usually excitement. Then the excitement fades into something closer to panic. There’s a reason for that. His approach is genuinely comprehensive, and comprehensiveness feels overwhelming when you’re sitting alone with a spreadsheet, a lukewarm coffee, and absolutely no clue where to start.

Here’s the thing though. You don’t need to implement everything at once. Actually, you shouldn’t. The people who get results from Koray’s methods tend to be selective, and they tend to build a repeatable workflow around the parts that matter most. Those parts revolve around topical maps, entity coverage, and the internal linking that ties your content into a coherent whole.

This guide gives you that workflow, step by step. We’ll use Google Keyword Planner as the raw material source, because it’s free, it’s widely available, and it does a better job than most paid tools at surfacing the subtopics and related queries that make up a topical map. And we’ll bring in SEOLetters where it adds the most value, because the writing and publishing side of topical authority is where most good intentions go to die.

What Actually Counts as Topical Authority, and What Doesn’t

Topical authority gets thrown around like it’s a single metric you can look up in Google Search Console. It isn’t. It’s a compound signal built from how thoroughly your content covers a subject, how clearly Google can map your site’s structure to that subject, and whether the connections between your pages suggest genuine depth rather than keyword padding.

Koray’s writing points to something specific here. He’s heavily influenced by entity-based SEO and natural language understanding, which means he talks less about individual keywords and more about the way concepts relate to each other. When you publish about home brewing, the entities aren’t just “home brewing”. They’re malt, hops, fermentation, yeast, sanitation, equipment. Your content needs to reflect those relationships and cover the topic in enough depth that Google’s systems can confidently place your site inside that semantic neighbourhood.

What doesn’t count is the shortcut stuff. Publishing fifty thin articles that all target the same keyword doesn’t build authority. Repeating the same phrase over and over in the hope of signalling relevance doesn’t work either. Search engines moved past keyword counting years ago, but a surprising number of content plans still treat it as the core strategy.

Think of it as the difference between a library and a leaflet. A library has departments, cross-references, depth. A leaflet is one folded sheet of paper with a phone number at the bottom. Most sites are leaflets pretending to be libraries, and Koray’s whole method is basically an argument for building the real thing.

Why Koray’s Method Makes Everyone Feel Overwhelmed

If you’ve ever tried to work through one of Koray’s longer articles, or sat through a two-hour presentation from him, you’ll recognise this feeling. It’s like drinking from a fire hose. The terminology is dense, the concepts stack on top of each other, and the implementation guidance tends to assume you have a team of engineers and an endless budget.

The root problem is actually straightforward. His method is comprehensive but not sequenced. You get the whole unified theory at once. Entity extraction, vector models, semantic layers, user intent matrices, and about fifteen other components that all feel essential. None of it arrives in a form you could execute over the next thirty days.

So people get stuck at the research stage. They start mapping entities, fall into a rabbit hole of trying to understand the finer points of Google’s language models, and never actually write anything. That’s the part that hurts. All that reading and no production.

The fix is to impose your own sequence on the chaos. You don’t need to understand everything about Koray’s approach. You need to understand enough to build a solid topical map, and then you need to execute against it relentlessly. This whole thing becomes manageable the moment you stop treating it as a theory to master and start treating it as a production system you run every week.

The Core Principle: Build the Map Before You Write

Let’s drag this down to something you can use on Monday morning. The core of Koray’s method, as far as I can tell, is that you need a map before you start writing. Not a keyword list. A map. There’s a distinction worth holding onto.

A topical map is a hierarchy of related concepts your site needs to cover. It shows the relationship between your core topic and the subtopics that support it. It shows which pages are hubs, which pages are spokes, and how they all connect. It basically forces you to think about your content as a structure rather than a pile of individual articles.

Without a map, you’re guessing. You write whatever feels relevant in the moment, and the result is a site that looks like someone dumped a load of blog posts into a bin and shook it. With a map, you can see at a glance what you’ve covered, what’s missing, and what to tackle next.

Google Keyword Planner plays a bigger role in this than most people give it credit for. Most SEOs use it once a quarter to check a few volumes, then close the tab and forget it exists. But it’s actually a reasonable tool for surfacing the subtopics and related queries that form the backbone of a topical map. The numbers are imprecise, sure. The volume ranges are genuinely annoying when you need exact figures. But for identifying themes and intent, it does the job well enough.

Using Google Keyword Planner to Build Your Topical Map

Let’s walk through this properly. You’ll need a Google Ads account, which you can set up for free even if you never give Google a single penny of ad spend. Then head into Keyword Planner and select the “Discover new keywords” option.

Step 1: Start with one or two seed keywords

Your seeds should represent the absolute core of your business. Let’s say you run a site about home brewing. Your seeds might be “home brewing” and “home brewing equipment”. That feels basic. It is basic. That’s fine, because you’re establishing a starting point, not the final answer.

Step 2: Let Google expand the list

Keyword Planner generates a long list of related keywords, and this is where you need to shift your mindset. Stop looking at search volume. Start looking at structure. You’ll see terms like “home brew starter kit”, “beer fermentation temperature”, “hops varieties for brewing”, “wort chiller”. These aren’t just keywords. They’re branches on your topical tree.

Step 3: Run a second seed and compare

Run a second search with a different seed. For home brewing, that might be “beer recipes” or “home brew troubleshooting”. The two lists will overlap in places, and the overlap points to core themes. The unique terms on each list point to supporting subtopics. Both matter, but the overlap is where you start building your pillar pages.

Step 4: Group terms into clusters

Sort the keywords into themed clusters. Each cluster becomes one pillar page plus a set of supporting articles. The pillar covers the broad topic, and the supporting articles dive into specific subtopics. Then you link them all together.

You can do this in a spreadsheet, a mind-mapping tool, or honestly, on a whiteboard with sticky notes. The tool matters less than the thinking.

Step 5: Layer search intent over each cluster

Koray’s method layers user intent over raw keyword data. For each cluster, ask what the user actually wants. Are they researching a product? Looking for a how-to guide? Trying to solve a specific problem? That changes how you structure the content, and it changes the entities you cover.

Here’s a practical tip. Take each cluster and list every entity you can think of related to it. Then check that list against the keywords Google suggested. Where they overlap, that’s your core content. Where they don’t overlap, you decide whether to include the entity based on whether it strengthens the overall piece. You’re making deliberate choices, not trying to cover the entire internet.

The 80/20 of Koray’s Framework: What to Keep, What to Skip

You don’t have to adopt everything. Honestly, nobody does. The people who get results from Koray’s methods are selective, and you should be too.

Keep these parts:

Topical mapping before content production. Non-negotiable.
Entity coverage. Mention and explain the important concepts around your topic, not just the exact keyword.
Internal linking as a first-class concern, not an afterthought.
Depth over breadth. One genuinely comprehensive page beats five shallow ones.
Semantic variation. Use synonyms and related terms instead of forcing the same phrase everywhere.

Skip these parts, at least for now:

Building custom entity extraction pipelines. You don’t need them. Use your industry knowledge and the suggestions from Keyword Planner.
Trying to reverse-engineer Google’s embeddings. You can’t, and no one outside Google knows the exact shape of those.
Writing a separate article for every long-tail variation. Group terms by theme, not by phrasing.
Obsessing over the theoretical dimensions of semantic search. They’re interesting in their own right, sure, but they don’t help you publish this week.

That last point on long-tail variations is where people burn out. Keyword Planner throws hundreds of suggestions at you, and the temptation is to write something for all of them. You don’t need that. You need ten well-structured clusters with strong coverage, and those clusters will naturally pick up most of the long-tail traffic you’re chasing anyway.

A Repeatable Workflow for Content Clusters

So you’ve built your map, and you’ve picked your first cluster. Now comes the production phase, and this is where the plan usually dies.

A solid workflow looks something like this:

Define the cluster using the grouping you did in Keyword Planner.
Create a content brief for the pillar page, listing the core entities and the search intent you’re targeting.
Write the pillar page, then the supporting articles.
Interlink everything. Pillar links out to supporting articles, supporting articles link back to the pillar, and lateral links connect related articles where it makes sense.
Track what’s published and what’s still missing.
Refresh older content as the topic evolves.

The production bottleneck is real. If you’re doing this manually, a single pillar page can take days. Each supporting article takes hours. Multiply that by ten clusters and you’re looking at months of sustained output. And that’s assuming you don’t have a day job, a family, or any other demands on your time.

This is where SEOLetters actually earns its keep. It’s an AI writing engine built for people who publish for a living. You bring the topical map, the cluster definitions, the entity lists. It writes the structured articles in your brand voice, adds internal links, and can publish straight to WordPress or Shopify. You set up the task once and it produces, which is exactly what a topical authority build requires.

If you’re serious about Koray-style topical authority, you need production volume. Not thin content, but consistent, structured coverage of everything your topic map calls for. SEOLetters can run automated campaigns that research, write, and publish on a schedule. You keep the strategy. It handles the grind.

Measuring Progress: Metrics That Actually Matter

Topical authority is stubbornly hard to measure directly. Google doesn’t hand you a score, and anyone who claims to have a precise topical authority metric is selling something. So you track proxies, and you learn to read them sensibly.

What matters:

Rankings across the full set of keywords in each cluster, not just one headline phrase.
Visibility for entity-related queries that you didn’t explicitly target. That’s a strong signal.
Organic traffic to your pillar pages over time. Are they climbing, and are they pulling the cluster up with them?
Indexation of everything you publish. If Google hasn’t indexed a page, it doesn’t exist.
Internal link traffic, which tells you whether your interlinking is actually being used by visitors.

What doesn’t matter:

Daily rank fluctuations for one keyword. That’s noise.
Keyword Planner’s exact volume estimates. They’re ranges, and they’re approximations.
The performance of a single page in isolation. You’re building a system, not a one-hit wonder.

Give each cluster three to six months before you judge it. Topical authority compounds, but it compounds slowly. The sites that benefit most are the ones stubborn enough to keep building even when the first few months look quiet.

Common Mistakes That Undermine Topical Authority

You will make mistakes. Everyone does. But a few of them are predictable enough that you can plan around them.

Mistake 1: Building the map, then ignoring it. People love the research phase because it feels like progress. Then the writing starts, it gets hard, and the map becomes a static document nobody opens again. The fix is to treat it as a living file. Update it weekly. Cross off published pages. Add subtopics as you find them through Search Console and new keyword suggestions.

Mistake 2: Writing everything at the same depth. Not every supporting article needs to be 3,000 words. Some subtopics genuinely deserve a tight 700-word answer. Koray’s method isn’t about bloated word counts. It’s about adequate coverage, which is a different thing entirely.

Mistake 3: Treating internal links as an afterthought. Internal linking is the glue that holds topical authority together. If you write fifty articles and then attempt to link them at the end, you miss obvious connections. Link as you go. Use descriptive anchor text. Make sure every supporting article can reach the pillar page in one click.

Mistake 4: Chasing exact-match keywords too hard. Koray’s framework points to semantic relevance, so your content needs to read naturally. If you force exact-match phrases into every other sentence, you end up with prose that pleases no one, including Google.

Mistake 5: Treating topical authority as a finite goal. You don’t finish this. New questions appear, new entities become relevant, and search intent shifts. The winning sites are the ones that keep moving, which means refresh campaigns matter almost as much as new content.

A Practical Example, From Keyword Planner to Published Content

Let’s make all of this concrete with an example. Suppose you operate a site in the home brewing space.

You open Google Keyword Planner, seed it with “home brewing” and “home brewing equipment”, and you get back several hundred suggestions. You group them like this:

Cluster	Example Keywords	User Intent
Beginner Brewing	home brewing for beginners, how to brew beer at home, first homebrew kit	Informational
Equipment	best home brewing equipment, home brewing starter kit, fermenter vs carboy	Commercial
Recipes	home brew IPA recipe, home brew stout recipe, wheat beer recipe	Informational
Ingredients	malt extract, hops varieties, yeast types for brewing	Informational
Troubleshooting	homebrew smells bad, beer fermentation stuck, cloudy homebrew	Informational

Now you build the map. One pillar page on home brewing. Ten to twelve supporting articles spread across those clusters. Internal links from every supporting article back to the pillar, plus lateral links where topics genuinely overlap.

For the Equipment cluster, the entities include wort chiller, hydrometer, airlock, sanitizer, bottle capper. Your content should touch on these naturally, as part of genuinely useful guidance. Not as a keyword list someone pasted into the copy.

That single cluster might be five or six articles. And this is where the production pressure starts to bite, because it’s one cluster out of five.

Why SEOLetters Is the Best Blog Writing Engine for This Workflow

Let’s get direct about this. Koray’s methods are workable, but they demand real production capacity. If you’re a solo content marketer or a two-person team, you will hit a wall. Not at the strategy stage. At the writing and publishing stage.

That’s what SEOLetters addresses. It’s an AI writing engine that takes you from a keyword to a fully formed, published article, and it can run on a schedule so the content keeps coming while you handle everything else. You supply the topical map and the brand voice. It supplies the consistency.

What makes it specifically useful for topical authority is that it handles more than just drafting. It writes with headings, internal links, schema, and images in place. It can refresh existing pages, which matters a lot when you’re maintaining a topical map over time. And it lets you bring your own AI keys, so you can route different stages through Gemini, OpenAI, or Claude depending on the task.

The content refresh side is worth emphasising. Let’s say you published a pillar page eight months ago. Search intent shifted, new entities became relevant, and the page started sliding. A refresh campaign can update that page, fix the stale sections, and push it back towards the top of the results. That kind of ongoing maintenance is often the difference between a site that grows and one that peaks and fades.

When it comes to topical authority, consistency beats intensity every time. SEOLetters gives you the intensity on demand and the consistency on schedule. Which makes it, honestly, the best blog writing engine I’ve come across for this specific kind of work.

Your Execution Plan, From Overwhelm to Publishing

Let’s pull the whole thing into a clear plan. Read this once, then go do it.

Open Google Keyword Planner and run your seed keywords.
Group the results into thematic clusters.
Build a topical map in a spreadsheet. One core topic, several clusters, a list of entities for each.
Pick one cluster to start with. Just one.
Write the pillar page and the first two or three supporting articles.
Interlink them properly.
Publish and track.
Set a refresh schedule for older content.
Move to the next cluster when the first one is stable.

The temptation to overcomplicate this is strong. Koray’s body of work is dense, academic, and occasionally intimidating. It’s easy to feel like you’re not doing it right if you’re not implementing every concept simultaneously. But the people who see results are the ones who execute consistently against a clear map. The theory supports the execution. It doesn’t replace it.

If you’re building this on your own, you’ll hit the production ceiling quickly. That’s not a failure of strategy. It’s just maths. The way around it is to use the right tool, and SEOLetters fits that role better than anything else I’ve come across for this specific workflow.

So here’s your task. Build the map this week using Google Keyword Planner. Pick your first cluster. Then set SEOLetters loose on the production, and let topical authority build itself into a compounding asset. You bring the strategic thinking. It brings the output. That’s how you apply Koray’s methods without drowning in them.