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Topical Cluster Generator: Structure Your Content Without Cannibalization

Scattered articles confuse Google and AI about what you actually master. The Topical Cluster Generator groups your keywords into clean clusters and removes duplicates before you publish, so every page attracts new visitors instead of competing with another.

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+3'000
users
Topical Cluster Generator

15,000+
SEO Issues Fixed

2,000,000+
Organic Visitors Added

45,000+
AI Visitors Generated

Your competitors already own entire topics, not just keywords

Competitors who rank consistently rarely win on a single article. They cover a whole topic with interlinked pages that reinforce each other, which is exactly what an aggregated competitor ranking across your GEO analyses reveals.

Without that structure, your own content stays scattered, and the Topical Cluster Generator is what turns isolated keywords into the same kind of topic coverage.

The Topical Cluster Generator starts from real keyword data

Clusters are not built from a random brainstorm. They start from the same keyword data Sorank already pulls from your competitors and your own website, the same pool used in Keyword Research.

This keeps every cluster grounded in actual search demand instead of topics that sound good but attract no traffic.

Anti-cannibalization keeps every cluster clean

Each cluster groups its keywords by silo, filterable by difficulty, and checks for overlap before anything gets added. If two keywords would push you to compete with yourself, Sorank catches it inside the cluster, not after you have already published two competing pages.

You end up with clusters built to grow your authority on a topic, not clusters quietly fighting each other in the search results.

MASSIVE SUCCESSES

Results from busy entrepreneurs

How it works ?

What is a topical cluster and why does it matter?

Pull keywords from your competitors and your site

Sorank gathers keywords from competitors cited by AI and top-ranking sites in your niche.

How does anti-cannibalization work inside a cluster?

Group them automatically into clusters

Keywords are organized into themed silos that reveal what content you are missing.

Where do the keywords inside each cluster come from?

Check for cannibalization before you publish

Every cluster is checked for overlap so no two pages end up competing for the same query.

THEY WIN WITH SORANK

Our clients' case studies

Schedule your demo

You don't have time and a big budget ?

You shouldn't need a full marketing team or expensive tools to grow. Sorank handles your entire SEO and AI visibility, so you save time and money.

Others

Feature

Cost

Keyword Analysis
516€
Rank Tracking
120€
Content generation
89€
Text optimisation
49€
Reporting
19€
Backlinks Analysis
499€
AI search analysis
499€
Automation
40€
Brainstoming SEO
80€
Technical audit
99€
Cluser Generator
60€

Total

2070€
99€

Founder’s Note.

Try for Free

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quote
I generated over €1M in revenue for my clients through my own SEO agency. Now, I’ve built Sorank to deliver those same results at scale.

After years of scaling businesses, I took everything I know about Google rankings and the new world of Generative Engine Optimization (GEO) and coded it directly into this software.

Sorank isn't just a tool; it’s my entire Search expertise running on autopilot for you.
Thibault Besson-Magdelain

Founder of Sorank

Sorank company GEO and SEO optimisation software

Frequently asked questions

What is a topical cluster and why does it matter?

A topical cluster is a group of related keywords organized into a silo that together demonstrate deep coverage of one subject, instead of isolated articles competing for attention. Search engines and AI models both rely on this kind of structure to judge whether a site genuinely masters a topic. Building clusters instead of random articles makes your authority compound instead of scatter. It is one of the strongest foundations for consistent rankings across an entire theme, not just single keywords.

How does anti-cannibalization work inside a cluster?

Before any keyword joins a cluster, Sorank checks it against the keywords already grouped there to detect overlap. If two terms would lead to two pages targeting essentially the same query, the conflict is flagged inside the cluster, before you publish anything. This prevents your own pages from competing against each other in Google's results. It runs automatically every time a cluster is built or updated. The result is a structure where every page strengthens the others instead of splitting your ranking potential.

Where do the keywords inside each cluster come from?

The same place as your broader Keyword Research: your competitors, your own website data and the GEO analyses Sorank runs across AI models. This means every cluster is grounded in real demand, not a manual brainstorm. You can filter clusters by keyword difficulty to prioritize what to tackle first. Once a cluster is ready, it slots directly into your content calendar for production.

How does Sorank compete with billion-dollar tools like SEMrush ?

We don't. Sorank isn't trying to be another SEMrush or Ahrefs. Those tools are built for datan we're built for agency workflows. Our features are designed to lighten your team's workload, not add more dashboards to check. We connect SEO and GEO insights directly to actions: audits, reports, client portals, everything your agency needs to deliver faster with less overhead. Less complexity, more output.

How much does Sorank cost ?

99€/month per client you manage. The more you scale your agency, the more you can deliver with Sorank — we grow with you. No bloated plans eating into your margins, no surprise fees, no paying for seats you don't use. You bill your clients, we help you deliver. Simple.

One Solution to Rank Everywhere