Research

Research and industry reports.

Data-driven research on AI visibility across the accounting profession. Each report is generated from the anonymised Magpire Index dataset and published only when aggregate sample thresholds are met. Methodology is documented in the Methodology Centre.

Industry reports

Explore the data behind the research

The Benchmarks hub shows live aggregate statistics. The Methodology Centre explains how the Magpire Index is scored. The AI Visibility Calculator estimates your firm’s score.

Sam Hoye, founder of Magpire
Sam Hoye ACMA CGMA
ACMA · CGMA · Founder, Social Commerce Accountants · 50+ accounting firm clients · Updated June 2026