Research

Deep-dive artifacts built from the corpus — each ships with its methodology, verification record, and corpus snapshot, and is retroactively updated when the data or the method improves.

Evidence pack Adversarially verified

Fixtures & Calendar Integration — Market Evidence Pack

What 13 years of competitor reviews say about building fixtures and calendar sync: 8 failure patterns, 7 traps, 60+ verified quotes — including two patterns (timezone bugs, reminder-spam) that keyword search missed and semantic recall found.

2026-08-16 corpus: 2026-07-18 (newest review 2026-04-09)