Provide express instruments, levels

https://www.scribd.com/document/1043389739/Cory-Maki-Executive-Reputation-Management-GEO-AI-to-Secure-Market-Trust-170365

Provide explicit devices, ranges, and assumptions near figures; this reduces misinterpretation through generative versions and improves factual retention.