Research, reports and playbooks on AI visibility.
Annual benchmarks, industry-specific reports, weekly engine updates, methodology, case studies and best practices — all in one place.
Annual Reports
3 entriesThe State of AI Visibility 2026
How 8 AI engines cite, recommend and rank brands across 12 industries — the full annual benchmark.
GEO Adoption Index 2026
Which categories have crossed the GEO tipping point, and which still treat AI search as an experiment.
The AI Citation Economy
How AI answers redistribute attention from ranked pages to cited entities — and what the new value chain looks like.
Industry Reports
4 entriesHealthcare — AI Visibility Benchmark
How hospitals, clinics and DTC health brands appear across 8 engines. Illustrative dataset.
Fintech — AI Recommendation Report
Which fintech brands AI engines recommend for cards, loans, wealth and neobanking queries.
D2C Commerce Visibility
Category-by-category recommendation share across skincare, apparel, F&B and home DTC brands.
Real Estate — AI Search Behaviour
How AI engines rank builders, brokers and portals for high-intent property queries.
Weekly Updates
4 entriesWeekly AI Search Update — W29 2026
Google AI Overviews expands citation panels; Perplexity ships shopping intent scoring.
Weekly AI Search Update — W28 2026
ChatGPT default model shift changes citation behaviour for long-tail prompts.
Weekly AI Search Update — W27 2026
Claude 4 launches with grounded citations; early impact on B2B recommendation share.
Weekly AI Search Update — W26 2026
Grok expands to enterprise API; Meta AI begins showing citations inside WhatsApp.
Methodologys
3 entriesHow We Measure AI Visibility
The prompt-set design, sampling cadence and scoring model behind the AI Visibility Score.
Prompt Set Construction
How we translate a brand's ICP into a statistically representative prompt corpus.
The Recommendation Share Model
How we weight ranked, cited and mentioned brands across 8 engines into a single share metric.
Case Studys
3 entriesScaling Recommendation Share 3.4× in 90 Days
A B2B SaaS brand rebuilt its entity graph and moved from citation position 7 to position 2. Illustrative example.
Healthcare — Building Entity Authority
How a multi-specialty hospital chain closed a −18 pt Recommendation Gap in 6 months. Illustrative example.
DTC — Turning Review Signals into Citations
A skincare brand doubled AI Citation Score by restructuring its review corpus. Illustrative example.
Best Practices
3 entriesEntity Hygiene Checklist for GEO
The 22 canonical entity fields AI engines look for before recommending a brand.
Writing Content That Gets Cited
Structural patterns that increase citation probability across ChatGPT, Perplexity and Google AI.
The Right Monitoring Cadence
How often to re-sample prompts, engines and competitors without alert fatigue.