A keyword clustering tool that reads meaning, not just strings. WriteWorks groups thousands of keywords, queries and AI prompts into intent-tight clusters — so one page can answer a whole group instead of chasing near-duplicates one keyword at a time.
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Trusted by teams winning AI search
Monitoring tools show you the gap across the 10+ AI platforms but stop at the dashboard. Nothing engineers the content tuned to win the citation, and proves the lift.
Most keyword grouping tools cluster on shared words. "Cheap running shoes" and "affordable trainers" land in different buckets even though they're the same question — so you write two thin pages instead of one strong one.
Export a keyword set or a prompt log and you get a flat list of thousands of rows. Without clustering, there's no way to see how many distinct pages actually hide inside it.
Buyer prompts are long, conversational and phrased a hundred ways. A keyword grouping tool built for short head terms can't tell that fifty differently worded prompts are asking one thing.
Even a clean set of groups is useless if it never becomes work. Most keyword clustering software stops at an export and leaves the mapping to content by hand.
Measure across 10+ AI platforms, diagnose the citation gap, engineer the fix, and prove the lift, in one closed loop built for precision.
WriteWorks groups keywords and prompts by what they mean, using semantic clustering rather than shared strings — so differently worded queries with the same intent land in one cluster you can own with a single page.
Feed in a large keyword set or a prompt log and the clustering engine collapses it into a tight map of distinct topics, each sized by demand, so the real shape of the opportunity is obvious.
The same engine that groups keywords groups the long, conversational prompts buyers ask across 10+ AI platforms — reading meaning past the phrasing so one intent is one cluster.
Promote any cluster straight into a citation-ready brief in the content editor, so a group of queries becomes one page worth writing instead of a row in an export.
From invisibility to category dominance across every major answer engine.
“Before WriteWorks, our content landed and disappeared. Now every asset ships citation-ready, gets cited across the engines our buyers ask, and ties back to the loop. It's the first time we've measured AI search as a real channel.”
The instruments that measure AI visibility deeper and engineer the content that wins it.
Groups keywords and prompts by meaning and intent, not by matching strings.
Clusters thousands of keywords or AI prompts in a single pass into a tight topic map.
Each cluster carries its aggregate demand so you can see which groups are worth a page.
Reads long, conversational AI prompts and collapses paraphrases into one intent.
Send an entire cluster to the editor as a citation-ready brief without retyping it.
Clusters are the raw material the Topic Authority view turns into a coverage map.
Measure, diagnose, engineer, prove, collapsed into one closed loop built for AI search.
Everything you need to measure AI visibility and engineer the content that wins it.
Purpose-built for every role on the team.
Replace hours of manual keyword grouping with intent-tight clusters that map cleanly to pages.
Cluster the AI prompts buyers actually ask so one page answers a whole group across the engines.
Run fast, defensible keyword clustering per client and hand every cluster straight to production.
“WriteWorks turned AI search from a black box into our most measurable channel. We can show the board how we're cited, our share of voice, and how sentiment is trending, across every engine.”
Read the full storyEverything teams typically ask before getting started.
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Cluster thousands of keywords and AI prompts by meaning across 10+ AI platforms, then send each cluster straight to the editor as a citation-ready brief.