ETS Viewer

ETS Viewer ingests ETS data and exposes time-series and categorical metrics in ready-to-analyze formats. It enables domain-level comparisons, validation checks, and reproducible reporting without heavy dashboards. Users can load data from ETS APIs or local files, apply filters, select a time window, and view multi-metric summaries in a single workspace. Conceptually, the tool normalizes input schemas, aggregates metrics, and renders structured outputs that can be exported for sharing. It is designed for SEO teams, data engineers, and product managers who require repeatable analyses and quick insight cycles. Unique differentiators include flexible data ingestion, explicit validation, and the ability to merge multiple ETS sources for cross-domain benchmarking. Core features cover time-based aggregations, percentile calculations, delta and rank comparisons, and export-ready summaries. Use cases include weekly domain health checks, campaign performance validation, and competitive benchmarking with auditable results. The tool emphasizes data integrity, reproducibility, and lightweight integration with existing analytics stacks, making it suitable for teams that need transparent, auditable ETS insights without building full-scale dashboards.