50,000
queries clustered per batch
98.4%
SERP URL overlap accuracy
Top 100
deep SERP analysis depth
< 12s
average execution speed








Four Deterministic Categorization Models
Informational Query Mapping
Isolate discovery queries and conversational question modifiers to structure long-form content briefs, supporting top-of-funnel topical authority without cannibalizing target commercial landing pages.
Commercial Investigation Scoring
Detect comparison operators, vs queries, and product evaluation patterns to map high-intent review hubs and authoritative category buying guides with minimal organic friction.
Transactional Conversion Buckets
Filter purchasing modifiers and bottom-of-funnel checkout signals to direct qualified search traffic straight to targeted e-commerce collections and pricing endpoints.
Navigational & Brand Isolation
Segregate branded queries from generic competitor clusters to calculate pure organic market share and eliminate skewed keyword difficulty metrics across all topical campaigns.
Cluster Your Queries in Seconds
Drop your raw CSV export or connect Google Search Console to generate structured topical cluster maps with zero manual sorting.


