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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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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.
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.
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.
Sorank gathers keywords from competitors cited by AI and top-ranking sites in your niche.
Keywords are organized into themed silos that reveal what content you are missing.
Every cluster is checked for overlap so no two pages end up competing for the same query.
THEY WIN WITH SORANK
I specialized in GEO thanks to Sorank. The GEO Leaderboard allows me to show my clients their position vs competitors on ChatGPT. It’s a real commercial differentiator.
Mélanie
I’m a developer, not a marketer. My Shopify theme was selling only through word-of-mouth and ads. With Sorank I finally understood how to structure my SEO and write articles to rank. The audit showed my product page was too slow. In 2 months, my organic traffic doubled and I’m starting to appear in ChatGPT answers when people search for Shopify themes. All of that with about 2 hours per week.
Thème FullStack
I manage our dealership’s website and it had dozens of issues: slow pages, 404 errors, missing tags. We were losing rankings every month without understanding why. The Sorank audit detected everything in 5 minutes. I sent the report to our web provider with the priority fixes. We regained our rankings and traffic picked back up. Perfect for someone non-technical like me!
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Xavier Breull
I’m a CMO for a SaaS and I manage acquisition in a very competitive market. We were investing heavily in our product but not working on our SEO. No visibility on our real competitors, no tracking of our presence in AI. Sorank showed us our positioning vs competitors, which keywords to target, and GEO opportunities we had completely ignored!
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Louis RAPP
My search rankings improve day after day and I'm saving time.
Thank you again,
Karl from LV3D.
Karl Emerik
We are an Ads agency and we wanted to get our SEO back on track once and for all. Sorank gave us a clear view of our site, helped us prioritize optimizations, and properly structure our content. The tool is easy to use, well designed for a team, and very practical for centralizing tracking without having to juggle multiple platforms. A very solid foundation to start fresh with our SEO.
Gaspard Madoui
Great service, works well for our website and helps us understand how to improve it to rank better on Google and elsewhere. Congrats, keep going, I recommend it.
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Hugo T.
For 2 years, 100% of my clients came from LinkedIn. Posting daily, commenting, DM follow-ups… totally dependent on the algorithm. I knew I needed to work on SEO but always postponed it: too long, too technical, not my job. With Sorank, I finally took the step. In 4 months, I generate 15 organic leads per month without posting anything. It’s not 50/50 with LinkedIn yet, but I sleep better knowing I now have a second lead source growing on autopilot.
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Valentin Thomy
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.
Founder of Sorank
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.
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.
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.
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.
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.
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