RESEARCH DATA LIBRARY
AEO Research Data Library
The data library makes the operating structure behind Charles Brian International research available for evaluation. Version 1.0 contains curated and methodological assets; it contains no observed market benchmark.

RESEARCH DATA LIBRARY
Complete Version 1.0 Resources
240 ROWS / CSV
Buyer Question Atlas
Researcher-authored questions across 12 research-intensive industries and six buyer-journey families.
24 METRICS / CSV
AEO Metric Dictionary
Definitions, calculations and reporting guardrails for AI visibility measurement.
12 INDUSTRIES / CSV
Industry Index Scorecards
Predeclared weights and rationales for future sector-specific AI Visibility Indexes.
30 FIELDS / CSV
Study Protocol
The minimum disclosure fields required before an observed study can be published.
20 TYPES / CSV
Source Evidence Taxonomy
A classification system for owned, earned, platform, buyer and observed sources.
14 CRITERIA / CSV
Company Comparison Template
A blank, source-first structure for comparing two companies without templated claims.
RESEARCH DATA LIBRARY
Evidence Boundary
Version 1.0 contains no observed benchmark
The buyer questions and source taxonomy are curated research assets. The metrics, scorecards, protocol and comparison template are methodological. Empty comparison fields and score weights are intentionally not populated with synthetic results.
RESEARCH DATA LIBRARY
Machine-Readable Discovery
The research evidence register records each asset's stable identifier, version, evidence class, publication status and claim boundary. Every resource page now publishes its complete records in server-rendered HTML.
Next Useful Step
Apply The Research System To Your Category
Start with the commercial decision, evidence and measurement conditions that matter most. The first recommendation will define the most useful scope before any larger commitment.