My Two-Tool Workflow for Semantically Optimised Content

There are a lot of AI SEO tools now. I use two, and the value is mostly in how they combine rather than in either one alone.

Before the tools, the honest framing: AI visibility depends on your content and on your marketing — what you do for links and mentions. Tools help with the first. They do nothing for the second, and no tool will.

The stack

Step 1: Extract the entities

Create a project, add your site, set country and language, then add a query. For a salon client of mine I used "microblading Grapevine," region set to Texas. It scans and analyses the competitors.

What you get out

• Entities for H1, H2 and H3 — the concepts that belong in your heading structure
• Basic entities — the mandatory terms
• Extended entities — the broader coverage layer
• A target score — mine was 81+, matching what the strong competitors achieved

This is your coverage specification. It is not a keyword list; it is a map of what the topic actually contains.

Step 2: Draft with a real prompt

Copy the entities into Claude. Then the prompt does the heavy lifting. Mine is long and deliberate:

1. 01

   Assign the role

   "You are an expert semantic SEO content author, trained and calibrated on Koray's framework." Koray Tuğberk GÜBÜR's framework covers Google's information retrieval concepts, NLP, topical authority, contextual vectors and entity optimisation — worth looking up if it is unfamiliar.

2. 02

   State the goal, and state what it is not

   "Your goal is not to write an SEO article. Your goal is to create a page that demonstrates complete topical authority and satisfies every possible search intent around the topic." That distinction matters — I am asking for page content, not an article.

3. 03

   Give the context and objectives

   The website, the focus service, the target region. Then: cover the topic completely, build topical authority, avoid content dilution, cover every important entity with attributes and relationships, build contextual bridges, satisfy informational, commercial, navigational and transactional intent.

4. 04

   Specify the technique

   Entity-rich writing. Attribute-value relationships. Lexical diversity. Information gain. Natural co-occurrence. The key idea underneath: writing the same thing ten times is repetition; writing the same subject from ten different angles is semantic coverage.

5. 05

   Specify what not to do

   No keyword stuffing. No repeated sentences. No filler. No thin content. No generic marketing copy. And critically — do not sacrifice readability chasing keyword inclusion.

6. 06

   Give it the entities explicitly

   These in the H1, these in the H2s, these throughout the body, and roughly how often — so they land naturally rather than stuffed.

7. 07

   Add a verification step

   "Before returning the content, silently verify that every important search intent discovered and every required entity has been covered. If anything is missing, redo it." This is the highest-value line in the whole prompt. Without it the model delivers immediately and misses things.

8. 08

   Constrain the output

   Title, meta description, slug. And: "Write only the finished content. Do not explain your reasoning or describe your process."

The effort goes into the prompt so the model can spend its effort on the content.

Step 3: Close the term gaps

Paste the draft back into NeuronWriter. The content score appears immediately — mine came in at 72, against a target of 81+.

Now work the colour-coded term list:

Regenerate, paste back, re-score. Repeat until the score clears your target and the reds are resolved. Then set your metadata and publish.

Frequently asked questions

What this achieves, and what it does not

You end up with content covering a topic comprehensively at the entity level — genuinely semantically optimised rather than keyword-matched. That is a real advantage and most competing pages will not have it.

But the boundary needs stating plainly: on-site content is necessary and not sufficient. Use the workflow, get the content right, then invest on the off-site side too.