Cluster buyer questions into topics AI cites
AI assistants reward depth on a topic, not one-off pages. SearchFit groups the questions buyers ask into intent-based clusters, so you can build the authoritative coverage that makes an engine name you instead of a competitor.
ClaudeHow should I group keywords to build topical authority?
Cluster by shared intent rather than surface wording, then map each cluster to a single authoritative page or hub. Approaches like the pillar-and-cluster model popularized by HubSpot help, and tools like Keyword Insights automate the grouping using search-result overlap.
Everything you need to get cited.
SearchFIT turns AI search visibility from a black box into a plan.
Intent-based grouping
Cluster questions by what the buyer actually wants, not just matching words, so each group maps cleanly to a single page or hub.
Pillar and cluster structure
SearchFit proposes a pillar page plus supporting clusters, the topical structure that signals depth to AI and search alike.
Cannibalization control
Spot overlapping pages competing for the same intent, and consolidate them into one authoritative answer instead of splitting citations.
Coverage gaps, visible
See which sub-questions in a cluster you haven’t answered yet, the missing pieces that keep AI citing a more complete competitor.
Cluster-level citation tracking
Track whether AI cites you across a whole topic, not just one query, so you know when a cluster has real authority.
Straight into briefs
Turn any cluster into a set of connected content briefs built to be quoted, so your topic map becomes a publishing plan.
From first check to getting named.
- 1Bring in your questionsImport or generate the buyer prompts for your category. SearchFit groups them into intent-based clusters in about 90 seconds.
- 2Review the topic mapSee proposed pillars, supporting clusters, overlaps, and coverage gaps, so you know exactly what to build and what to merge.
- 3Publish authoritative coverageTurn each cluster into connected briefs and content designed to be cited, giving AI the depth it rewards on a topic.
- 4Track authority per clusterMonitor citations across the whole cluster by engine, and see topical authority build over time.
Frequently asked questions
AI assistants tend to cite sources that cover a topic thoroughly, not sites with one shallow page per keyword. Clustering lets you build the connected, in-depth coverage that earns citations across a whole topic instead of a single query.
SearchFit groups questions by shared buyer intent rather than matching words, so prompts that deserve one authoritative page land together, even when they’re phrased completely differently.
Yes. It highlights multiple pages competing for the same intent so you can consolidate them into one strong answer, which stops your own pages from splitting citations and authority.
We track whether AI cites you across an entire topic, not just one query, so you can tell when a cluster has earned genuine authority across ChatGPT, Perplexity, Claude, and Gemini.
Any cluster can become a set of connected content briefs built to be cited, so your topic map doubles as a ready-to-execute publishing plan.