Evidence about how AI changes discovery, decisions and work.
Citara reports measure clearly defined aspects of AI Visibility, readiness, Agentic Commerce and recommendation visibility. Every report publishes its research date, models, markets, prompt set, sample, scoring, repeatability rules and limitations.
Direct answer
Citara reports measure clearly defined aspects of AI Visibility, readiness, Agentic Commerce and recommendation visibility. Every report publishes its research date, models, markets, prompt set, sample, scoring, repeatability rules and limitations.
Report portfolio
Four measurement systems with distinct jobs.
No index is presented as a universal external standard.
Citara AI Visibility Index
Model accessibility, business comprehension, category relatability, recommendation coverage, citation diversity, competitive share, evidence gaps and change over time.
Learn more →02Mittelstand AI Readiness Benchmark
AI Visibility, Company Intelligence, agent readiness, automation readiness, governance, Agentic Commerce readiness, leadership and adoption.
Learn more →03Agentic Commerce Readiness Index
Machine-readable identity, offer clarity, comparability, evidence, policy accessibility, transaction readiness and human approval paths.
Learn more →04AI Recommendation Share-of-Voice Benchmark
Recommendation visibility against a fixed prompt universe and clearly defined competitive set.
Learn more →Method standard
Separate observed, inferred and customer-provided data.
Small samples are not published as sector rankings. Categories with insufficient aggregation are suppressed.
Document date and models
Define country, language and prompt set
Publish sample and scoring
Explain repeatability and limitations
Suppress small or identifiable cells
Frequently asked questions
Direct answers before the next step.
How reliable are the benchmarks?+
Reliability depends on sample, prompt set, repetition and disclosed limitations.
Do reports use customer data?+
Only in aggregate and under agreed use; identifiable confidential data is not published.
Are the scores external standards?+
No. Citara states the methodology and limitations.
How often are reports published?+
Annually or quarterly once the method and sample are stable.
Can a company be inferred from a small segment?+
Categories below the aggregation threshold are suppressed.