Topic Modeling
powered by competitor intelligence.
Know exactly what to cover. We analyze top-ranking pages and extract the subtopics, questions, and entities that correlate with ranking success.
Stop Guessing What to Write
The Writer's Problem
You're staring at a blank page. You know your target keyword, but what subtopics do you need to cover? What questions should you answer? What makes the difference between page one and page ten?
The SEO's Problem
You can see what ranks, but reverse-engineering 15 competitor pages manually takes hours. And even then, you might miss the patterns that actually matter.
What You Get
Four layers of competitor intelligence
Subtopics with Coverage Levels
Every topic is tagged as Required, Expected, Optional, or Differentiator based on how many top pages cover it. Know what's table stakes vs. what sets you apart.
Questions to Answer
We extract the questions competitors address—both explicit FAQs and questions implied by their headings. Answer what searchers actually want to know.
Entities That Add Credibility
Brands, products, materials, places—the named entities that top-ranking content mentions. These signals tell Google your content is comprehensive.
Structure Patterns
See which H2 sections appear most often and where. Understand the typical word count per section. Build an outline that matches searcher expectations.
From Analysis to Action
Topic models integrate directly with Content Briefs. One click populates your brief with recommended sections, target word counts, questions to answer, and entities to mention. Writers get a clear checklist. You get content that competes.
Stop Guessing
what to write.
See exactly where your content falls short, then hand your team briefs they can actually use.