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.
Latest pages
- The AI Visibility Audit: How to Check What Answer Engines Say About You
- What AI-Traffic Analytics Costs to Set Up
- What an AI Visibility Audit Costs (and When Not to Buy One)
- What an Authority Site Build Costs: The Four Cost Centers
- What Schema Implementation Costs — and What It Buys
- Adding a Citable Content Layer to a Live WordPress Domain