Concept Taxonomy

The 400 concepts are organized into 14 primary categories.

AI And Research Foundations

TaxonomyID: AIFND

Core AI, language model, synthetic user, and customer research concepts. This category contains concepts 1–20.

Research Design And AI Limits

TaxonomyID: RSRCH

Research methods, evidence quality, model limitations, and bias awareness. This category contains concepts 21–60.

Ethics Privacy And Governance

TaxonomyID: ETHIC

Responsible use, privacy, fairness, transparency, oversight, and accountability. This category contains concepts 61–80.

Persona Design

TaxonomyID: PERDS

Persona attributes, motivations, needs, behaviors, scenarios, and evidence bases. This category contains concepts 81–120.

Persona Segmentation And Quality

TaxonomyID: PERQ

Segmentation, Jobs-to-be-Done, journeys, persona testing, consistency, and reuse. This category contains concepts 121–180.

Prompt Design And Outputs

TaxonomyID: PRMPT

Prompt structure, context, roles, constraints, templates, and structured responses. This category contains concepts 181–220.

Prompt Testing And Dialogue

TaxonomyID: PTEST

Prompt evaluation, failure modes, question design, and synthesis techniques. This category contains concepts 221–240.

Agent Design And Roles

TaxonomyID: AGENT

Agent anatomy, boundaries, persona roles, and specialist reviewer roles. This category contains concepts 241–260.

Multi-Agent Orchestration

TaxonomyID: MULTI

Coordination, discussion, debate, aggregation, consensus, and critique patterns. This category contains concepts 261–290.

Brand And Asset Evaluation

TaxonomyID: BRAND

Brand strategy, messaging, identity, channels, assets, and customer journeys. This category contains concepts 291–320.

Rubrics Scores And Evidence

TaxonomyID: RUBRC

Evaluation frameworks, scoring, evidence, confidence, and marketing criteria. This category contains concepts 321–350.

Analysis And Recommendations

TaxonomyID: ANLYS

Pattern analysis, risk assessment, prioritization, and iterative improvement. This category contains concepts 351–370.

Graph-Based Knowledge Models

TaxonomyID: GRAPH

Knowledge graph structures, relationships, evidence, and organizational memory. This category contains concepts 371–386.

Automation Reporting And Capstone

TaxonomyID: WORKF

No-code workflows, automated reports, dashboards, and scalable systems. This category contains concepts 387–400.