RESEARCH OBSERVATIONS LIBRARY

CGO Media
Research Observations Library

Independent observations on authority, visibility, citations, recommendations and commercial outcomes in Al search.

Real-world analysis of how search is evolving, based on our ongoing research, data analysis and practical experience.

How Research Observations Connect

Our research observations provide real-world insights into how Al search and digital visibility are evolving, linking evidence and data with our wider research papers, statistics and practical frameworks.

CGO Media Research Architecture: From Evidence and Observations to Research Papers and Practical Frameworks

RESEARCH OBSERVATIONS COLLECTION

Nine Research Observations

Explore our complete collection of research observations, providing independent analysis and insights into authority, visibility, citations, recommendations and commercial outcomes in Al search.

AI Search Entity Relationships and Digital Authority Network

Al Entity Authority Research UK 2026

How entities are understood, represented and evaluated in Al search.

View Observation →

AI Search Brand Authority, Trust Signals and Digital Reputation

Al Brand Authority Research UK 2026

How brands build trust, credibility and authority in Al search.

View Observation →

AI Search Content Quality Assessment and Digital Research Evaluation

Al Citation Authority Research UK 2026

How sources are selected, cited and referenced in generative search.

View Observation →

AI Search Customer Trust, Brand Reputation and Authority Signals

Authority Research UK 2026

How organisations are recommended and selected by Al search systems.

View Observation →

AI Search Engine Optimisation and Global Digital Search Visibility

Al Search Authority Research UK 2026

How authority is established and measured across Al search.

View Observation →

AI Search Visibility Growth and Digital Performance Analytics

Al Search Visibility Research UK 2026

How visibility is gained and measured across Al search and assistants.

View Observation →

Ecommerce Search Behaviour and AI-Driven Customer Conversion

Al Search Conversion Research UK 2026

How Al search drives user actions, leads and commercial conversions.

View Observation →

AI Search Research Growth and Data-Driven Performance Trends

Al Search ROI Research UK 2026

The commercial value and return on investment from Al search visibility.

View Observation →

AI Knowledge Graph and Connected Entity Authority Network

Knowledge Graph Research

How knowledge graphs influence entity understanding and search visibility.

View Observation →

FROM AUTHORITY TO COMMERCIAL VALUE

The Research Observation Journey

A connected view of how authority, visibility and recommendations lead to real business outcomes in Al search.

AI Search Authority Framework: From Entity Recognition and Citations to Visibility, Conversions and ROI

SUPPORTING RESEARCH RESOURCES

Additional Research Resources

Explore our wider research to support the observations and understand the complete research programme.

Research Library

In-depth research papers and analysis.
Explore Research →

Statistics Library

Quantitative data and market analysis.
Explore Research →

Framework Library

Practical models and implementation guidance.
Explore Research →

Research Methodology

Our approach, data sources and statistical methods.
Explore Research →

EXPLORE FURTHER

Explore the Research Behind AI Search Visibility

Access the complete research observations library, explore related research, or contact our team to discuss your organisation’s Al search and GEO requirements.

Latest Research

View new publications →

Research Architecture

Understand the full programme

Press & Media

Access data and information