Public research program
Evidence people can
cite and use.
The Index will turn structured local business observations into transparent studies, benchmarks, and machine-readable findings.
Founding study · in development
Barcelona 01
Eixample Beauty & Salon Business Knowledge Baseline
The opening study will examine a concentrated sample of qualified salon and beauty businesses, showing coverage, consistency, discoverability, and information gaps without overstating citywide representation.
Open the research preview ↗Research pipeline
Business data freshness by neighborhood
Planned publicationAI visibility by business category
Planned publicationPlatform coverage and consistency
Planned publicationVerification gaps across local commerce
Planned publicationQuarterly movement and trend reports
Planned publicationPublication standard
Useful to people. Legible to machines.
Each research release is intended to include a plain-language summary, methodological notes, tables or charts, measurement dates, definitions, and structured metadata for search engines and AI systems.
Downloadable or queryable data can follow when privacy, licensing, corrections, and infrastructure are ready. The public claims come only after those foundations are documented.