An operators' library
Magnitude Authority Engine
The operators' library on AI answer optimization
How pages get lifted, cited, and linked by AI answer engines — documented by the team at Magnitude that builds and runs three production authority sites. Everything here is a rule we actually operate under, enforced by build gates, not a best-practices listicle.
The library
The operator's guide to GEOThe flagship pillar — every operating rule we run in production, in one place.GuidesQuestion-shaped explainers: answer sizing, machine surfaces, schema, gates.GlossaryThe vocabulary of AI answer optimization, one defined term per page.Field reportsWhat actually happened on production builds — traffic shifts, recoveries, incidents.CostsWhat authority builds actually cost, line by line. Computed figures, never estimated.