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Frameworks and data, from the scoring corpus.

Two kinds of research live here. State of reports cut the corpus by category and surface what the data is doing this week. Editorial frameworks are written — positioning, methodology, the operational shift from post-hoc analytics to pre-ship scoring.

State of · data cuts

How each category is scoring this week.

Live cuts of the scoring corpus by category. Sample size, median, top decile, common findings — all read from real scans. Cohorts under eight brands silence honestly instead of pretending to rank.

Want your page in the next cohort?

Every scan goes into the corpus. The corpus drives the leaderboards. The leaderboards drive the research.