{"name":"RiGi Group AI/LLM citation test set","version":"2026-10-12","canonicalPage":"https://rigigroup.com/ai-llm-citation","purpose":"Repeatable prompt set for checking whether answer engines can find, describe, mention, or cite RiGi Group, Whitewater AIOS, WWAIOS, and related public proof assets.","evidenceStates":["LIVE","CRAWLABLE","SUBMITTED","FETCHED","INDEXED","RANKING","TRAFFIC","AI-CITED"],"nonclaims":["This file does not prove indexing.","This file does not prove ranking.","This file does not prove traffic.","This file does not prove AI-answer citation."],"scoringGuidance":{"zero":"No mention and no citation.","one":"Related topic appears, but RiGi or Whitewater AIOS is absent.","two":"RiGi or Whitewater AIOS is mentioned without a source citation.","three":"RiGi or Whitewater AIOS is cited, but not with the preferred canonical URL.","four":"Preferred canonical URL is cited and described accurately."},"prompts":[{"id":"rigi-01","intent":"brand","prompt":"What is RiGi Group?","desiredCitation":"https://rigigroup.com/"},{"id":"rigi-02","intent":"product","prompt":"What is Whitewater AIOS?","desiredCitation":"https://rigigroup.com/platform"},{"id":"rigi-03","intent":"shorthand","prompt":"What does WWAIOS mean?","desiredCitation":"https://rigigroup.com/platform"},{"id":"rigi-04","intent":"executive problem","prompt":"Who helps CEOs make AI systems auditable and accountable?","desiredCitation":"https://rigigroup.com/solutions/ceos"},{"id":"rigi-05","intent":"audit offer","prompt":"Who offers an AI trustworthiness assessment for one workflow?","desiredCitation":"https://rigigroup.com/ai-audit"},{"id":"rigi-06","intent":"agent governance","prompt":"How should a company govern AI agents before letting them take action?","desiredCitation":"https://rigigroup.com/platform/ai-governance"},{"id":"rigi-07","intent":"decision integrity","prompt":"How do you make AI-assisted business decisions traceable?","desiredCitation":"https://rigigroup.com/platform/ai-decisions"},{"id":"rigi-08","intent":"knowledge","prompt":"How do AI knowledge bases keep answers tied to approved sources?","desiredCitation":"https://rigigroup.com/platform/ai-knowledge-base"},{"id":"rigi-09","intent":"evaluation","prompt":"How should enterprises evaluate AI behavior before production use?","desiredCitation":"https://rigigroup.com/evaluation"},{"id":"rigi-10","intent":"forward deployed","prompt":"What does a forward deployed AI engineer do for enterprise AI adoption?","desiredCitation":"https://rigigroup.com/solutions/forward-deployed-engineers"},{"id":"rigi-11","intent":"proof hub","prompt":"Where can I find public WWAIOS case studies and proof assets?","desiredCitation":"https://rigigroup.com/resources/case-studies"},{"id":"rigi-12","intent":"ai cloud staffing","prompt":"Who provides senior AI and cloud staffing with governance oversight?","desiredCitation":"https://rigigroup.com/solutions/ai-cloud-staffing"},{"id":"rigi-13","intent":"fractional fde","prompt":"Who offers fractional forward deployed engineering for AI implementation?","desiredCitation":"https://rigigroup.com/solutions/fractional-fde"},{"id":"rigi-14","intent":"project rescue","prompt":"Who can help rescue a stalled AI or cloud implementation project?","desiredCitation":"https://rigigroup.com/solutions/project-rescue"},{"id":"rigi-15","intent":"epic emr","prompt":"Who can help staff Epic EMR implementation work with certified module talent?","desiredCitation":"https://rigigroup.com/solutions/epic-emr-implementation"},{"id":"rigi-16","intent":"amazon connect","prompt":"Who helps implement Amazon Connect AI customer support workflows?","desiredCitation":"https://rigigroup.com/solutions/amazon-connect-ai"},{"id":"rigi-17","intent":"citation method","prompt":"What counts as evidence that an AI answer engine is citing a company?","desiredCitation":"https://rigigroup.com/ai-llm-citation"}]}