NovolReproducible research
Software Studio Evidence Benchmark 2026 — audit protocol
A disclosed rubric and reproducible audit protocol for evaluating evidence on 50 software studio websites.
Open researchNovol research
Open methodologies, frozen protocols and datasets with explicit verification status.
Reproducible research
AI Search Visibility Benchmark 2026 — prompt set
A frozen bilingual prompt set for measuring mention, citation and referral visibility across five AI engines.
Open research