Definition

White-label data

White-label data is supplied without vendor branding or attribution requirements, so an agency or platform can present it as part of its own product.

For AI visibility this matters commercially: an agency's differentiator is the analysis, and a vendor logo in the report invites the client to go direct.

In practice that means the buyer — agency, platform or in-house team — owns everything the client sees, while the vendor stays invisible in both the payload and the reporting.

Nostimates measures white-label data across twelve AI answer surfaces. Request access →

All terms

AEO (Answer Engine Optimisation)GEO (Generative Engine Optimisation)AI Overviews AI Mode Citation share n-sampling Query fan-out Grounding Share of voice (AI)Extraction success rate Surface Answer engine Citation Brand mention Mention rate Confidence interval Statistical significance Citation volatility Non-determinism Reproducibility Identity-free collection Personalisation Locale Residential proxy Bot detection Collection cost Credit Evidence retention Audit trail Parser version Canary prompt Data freshness Cadence Prompt set Head term Long-tail query Competitive set llms.txt robots.txt AI crawler Training crawler Retrieval-augmented generation (RAG)Hallucination Answer box Featured snippet Zero-click search Entity Entity salience Knowledge graph Structured data JSON-LD schema.org FAQ schema Answer-first content Chunk Embedding Semantic search Prompt injection Market coverage Sentiment analysis Position tracking