Identifying relevant features in data for analysis.

Training AI models across devices without centralising data. Used in healthcare and privacy-first applications.

Training models with very limited labelled data.

Adapting pre-trained models to specific tasks. See also: Transfer Learning.

Wordflow's managed services arm, launched May 2026. FlowManaged pairs specialist-led GEO strategy and content execution alongside the Wordflow platform. Three service offerings: FlowLaunch (onboarding), FlowGEO (ongoing managed GEO), and FlowContent (content-as-a-service).

A FlowManaged service offering. FlowLaunch is a one-off onboarding and enablement package covering guided platform setup, prompt and competitor configuration, team training, and bi-weekly alignment sessions during early adoption. Designed for teams launching their first AI visibility strategy.

A FlowManaged service offering. FlowGEO is an ongoing managed GEO service delivering monthly visibility reporting, gap analysis, prompt intelligence, prioritised action plans, and alignment sessions with a dedicated GEO specialist. For teams wanting structured GEO without building an in-house function.

A FlowManaged service offering. FlowContent is a content-as-a-service offering — AI-ready content produced by specialists from real prompt and citation data, structured for AI citation, and aligned with brand voice and compliance requirements. Available on weekly or monthly cadences.

A free, no-account-required tool at wordflow.ai/free-scan that scans a brand across ChatGPT, Perplexity, and Google AI Overviews and delivers a personalised AI Visibility Score report by email in around two minutes. A standalone lead-generation tool — distinct from the in-product Free plan, which requires an account and provides ongoing weekly tracking.

A large AI model trained on broad datasets that serves as the base for many downstream applications and products. GPT-4, Claude, and Gemini are examples of foundation models. Understanding which foundation models power each AI search platform matters for GEO strategy, as different models have distinct training data, citation behaviours, and knowledge cutoffs.