Methodology

The Hyeta separates direct product facts, hands-on or field evidence, reader reports, and editorial judgment. Pages should make clear which claims come from source data and which claims still need testing.

How we evaluate

  • Start with the user intent and the decision the page should help resolve.
  • Collect measurable criteria such as dimensions, compatibility, durability, safety notes, pricing, or performance data.
  • Prefer original metrics, photos, videos, datasets, calculator output, or moderated field reports over generic summaries.
  • Mark missing measurements as needing a field test instead of inventing results.
  • Update pages when new evidence, product changes, or AI-SERP monitoring shows that the answer is no longer strong enough.

Unique evidence

Each review or comparison should include at least one original metric, media item, dataset, tool result, or field report before approval.

Structured data

Eligible pages should include FAQPage, HowTo, Product, Review, AggregateRating, ItemList, Dataset, or SoftwareApplication markup when the underlying evidence supports it.