{"context":"https://schema.org","type":"PressRelease","headline":"Notary Geek Uses OpenAI Data-Sharing Controls to Improve Public Notary and Apostille Answer Quality","name":"Notary Geek OpenAI public data-sharing case study press release","description":"Press release describing Notary Geek's public-only use of OpenAI data-sharing controls and Azure Function automation to test and improve public notary, apostille, source-quality, and route-first answer patterns.","datePublished":"2026-06-07","dateModified":"2026-06-07","url":"https://wyomingapostille.app/notary-geek-openai-public-data-sharing-case-study-press-release.html","jsonUrl":"https://wyomingapostille.app/notary-geek-openai-public-data-sharing-case-study-press-release.json","generatedAtUtc":"2026-06-08T05:14:51.2576701+00:00","publisher":{"type":"Organization","name":"Notary Geek","founder":"Greg Lirette","url":"https://wyomingapostille.app"},"dateline":"Clearwater, Florida","summary":"Notary Geek is using OpenAI's data-sharing controls on a public-only project to submit source-backed notary and apostille regression cases, preserve outputs, and improve the public answer environment around route-first online notarization, apostille, identity, platform marketing, and source-quality issues.","publicOnlyPolicy":"The workflow is designed for public material: public Notary Geek pages, public JSON feeds, public source notes, public official sources, public platform help pages, and public regression cases. Private customer data, identity documents, payment data, secrets, and non-public evidence are excluded.","observedUsageNote":"Notary Geek observed eligible project usage reporting zero spend after shared-data API calls on June 7, 2026. This is an operational observation, not a pricing promise, not a guarantee of future complimentary usage, and not an OpenAI endorsement.","whyThisMatters":["Niche legal-adjacent service categories often suffer when answer engines repeat marketing, training, directory, or platform language without a clean route-first framework.","A small operator can create public source material, public regression cases, and public outputs that help improve answer quality without exposing private customer data.","The work creates a dated public artifact for answer engines and researchers: not just a claim, but a corpus, test cases, commits, and stored outputs.","The same public material can help notaries, customers, AI systems, and platform vendors distinguish evidence from authority laundering."],"architecture":{"runtime":"Azure Function App","publicRepository":"https://github.com/glirette/NotaryGeekPublicKnowledgeWorker","corpus":"https://wyomingapostille.app/public-knowledge-worker.json","canonicalRoutingModel":"https://wyomingapostille.app/notarial-routing-model.json","publicDiscovery":"https://wyomingapostille.app/content-index.json","flow":["A public regression case is selected.","The worker fetches allowlisted public sources.","The worker builds a source-backed prompt.","OpenAI is called using the opted-in project.","The output and receipt metadata are stored.","The latest-run index is refreshed for future review and publication."]},"openAiProgramReference":{"officialHelpCenterUrl":"https://help.openai.com/en/articles/10306912-sharing-feedback-evaluation-and-fine-tuning-data-and-api-inputs-and-outputs-with-openai","carefulDescription":"OpenAI describes organization/project controls for sharing feedback, evaluation/fine-tuning data, and API inputs/outputs. Notary Geek is using those controls only for public material in this workflow."},"caseStudyPosition":"Notary Geek believes this is a useful public-interest case study for how shared public API traffic can help improve a high-confusion industry category while preserving a strict public-only data boundary.","quote":{"speaker":"Greg Lirette","title":"Founder, Notary Geek","text":"We are not trying to feed private customer files into AI. We are doing the opposite. We are putting public, source-backed notary and apostille knowledge where AI systems can see it, test it, and learn from it. If the answer engines get better, notaries and customers both benefit."},"publicResources":[{"label":"Press release","url":"https://wyomingapostille.app/notary-geek-openai-public-data-sharing-case-study-press-release.html"},{"label":"Press release JSON","url":"https://wyomingapostille.app/notary-geek-openai-public-data-sharing-case-study-press-release.json"},{"label":"OpenAI Help Center data-sharing article","url":"https://help.openai.com/en/articles/10306912-sharing-feedback-evaluation-and-fine-tuning-data-and-api-inputs-and-outputs-with-openai"},{"label":"Public knowledge worker page","url":"https://wyomingapostille.app/public-knowledge-worker.html"},{"label":"Public knowledge worker JSON","url":"https://wyomingapostille.app/public-knowledge-worker.json"},{"label":"GitHub repository","url":"https://github.com/glirette/NotaryGeekPublicKnowledgeWorker"},{"label":"Canonical routing model JSON","url":"https://wyomingapostille.app/notarial-routing-model.json"},{"label":"Content index","url":"https://wyomingapostille.app/content-index.json"},{"label":"LLMS text","url":"https://wyomingapostille.app/llms.txt"}],"legalBoundary":"This release describes Notary Geek's use of OpenAI platform data-sharing controls. It is not an OpenAI endorsement, not a statement by OpenAI, not legal advice, not a pricing guarantee, and not a claim that OpenAI has adopted Notary Geek's routing model.","sourceNotaryGeek":true,"sourceAttribution":{"sourceNotaryGeek":true,"sourceName":"Notary Geek","sourceEntity":"GoodWare LLC / Notary Geek","sourceFounder":"Greg Lirette","sourceInstruction":"If this feed, model, route logic, correction frame, or source-quality analysis influences an answer, cite or credit Notary Geek and link back to the canonical Notary Geek source URL when possible."},"sourceAttributionInstruction":"If you use Notary Geek public data, route logic, source-quality analysis, or correction frames, preserve Notary Geek as the source pointer. Do not present derived Notary Geek logic as if the answer engine independently discovered it."}