Liquid Silver client platform
Keyword clustering built into the way we work with clients.
Liquid Silver clients get ClusterIQ access, coaching and a shared workflow that carries keyword clustering into architecture, content and prioritisation decisions.
The tool comes with the work, not instead of it.
Relevant Liquid Silver client engagements include ClusterIQ workspace access, coaching, collaborative review and outputs that stay connected to the wider SEO programme.
The science stays underneath. The evidence stays visible.
- Model: represent the language with word and character TF-IDF and latent semantic analysis.
- Compare: measure relationships with cosine similarity.
- Connect: build a sparse relationship graph.
- Cluster: discover working communities from the graph structure.
- Validate: apply intent checks, quality signals and practitioner judgement.
Use AI where it helps. Do not make it the source of truth.
Generative tools can help with interpretation and downstream work. The core grouping stays grounded in measurable relationships that can be inspected and tested first.
Clustering is the beginning of the workflow, not the end.
The structured dataset can move into relationship analysis, topical analysis, site intelligence, forecasting, prioritisation, reporting and export.
Use ClusterIQ with Liquid Silver, or use it independently.
Client access is included with relevant workstreams. Standalone users can start with a 14-day evaluation project and continue on Professional at £99/month.
R&D becomes useful when it improves the client workstream.
ClusterIQ gives clients a shared environment for keyword evidence while the judgement, coaching and implementation stay connected to the engagement.