{"license":"CC BY 4.0","attribution":"AI Dispatch — https://aidispatch.news","methodology":"https://aidispatch.news/methodology","generated_at":"2026-09-18T12:45:50.182Z","entity":{"name":"Marvyn AI","slug":"marvyn-ai","type":"agent","subtype":"customer service","developer":null,"homepage_url":"https://www.marvyn.co/","summary":null,"url":"https://aidispatch.news/agents/marvyn-ai/","published_at":"2026-08-01T23:32:55.065169+00:00","updated_at":"2026-08-21T12:01:43.790453+00:00"},"fields":[{"key":"autonomy_level","label":"Autonomy level","category":"agency","status":"present","value":"Fully autonomous","not_yet_interpreted":false,"quote":"Fully autonomous AI chatbot for Shopify stores.","source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"human_oversight","label":"Human oversight","category":"agency","status":"present","value":"smart escalation","not_yet_interpreted":true,"quote":"smart escalation","source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"environment","label":"Operating environment","category":"agency","status":"present","value":"Shopify AI Chatbot","not_yet_interpreted":true,"quote":"Shopify AI Chatbot","source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"deployment_scale","label":"Deployment scale","category":"impact","status":"present","value":"NEW Available on Shopify App Store","not_yet_interpreted":true,"quote":"NEW Available on Shopify App Store","source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"documented_incidents","label":"Documented incidents","category":"impact","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"availability","label":"Availability","category":"practicality","status":"present","value":"NEW Available on Shopify App Store","not_yet_interpreted":true,"quote":"NEW Available on Shopify App Store","source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"supported_regions","label":"Supported regions","category":"practicality","status":"present","value":"80+ languages automatically","not_yet_interpreted":true,"quote":"80+ languages automatically","source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"model_provider","label":"Model provider","category":"models","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"fine_tuning","label":"Fine-tuning","category":"models","status":"present","value":"Optionally, add custom files, FAQs, and policies to train Marvyn on your specific information.","not_yet_interpreted":true,"quote":"Optionally, add custom files, FAQs, and policies to train Marvyn on your specific information.","source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"tool_use","label":"Tool use","category":"ecosystem","status":"present","value":"Automatically syncs your entire Shopify product catalog, collections, policies, and pages.","not_yet_interpreted":true,"quote":"Automatically syncs your entire Shopify product catalog, collections, policies, and pages.","source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"open_source","label":"Open source","category":"ecosystem","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"red_teaming","label":"Red teaming","category":"safety","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"model_card","label":"Model or system card","category":"safety","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"data_handling","label":"Data handling","category":"safety","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"coverage_limits","label":"Coverage limits","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"audit_trail","label":"Audit trail","category":"assurance","status":"present","value":"Conversation tracking See what customers ask","not_yet_interpreted":true,"quote":"Conversation tracking See what customers ask","source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"runtime_governance","label":"Runtime governance","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"regulatory_alignment","label":"Regulatory alignment","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"dispute_process","label":"Dispute process","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"goal_complexity","label":"Goal complexity","category":"agency","status":"present","value":"answering questions, recommending products, and guiding shoppers to checkout","not_yet_interpreted":true,"quote":"answering questions, recommending products, and guiding shoppers to checkout","source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"initiative","label":"Initiative","category":"agency","status":"present","value":"Works 24/7 Never sleeps","not_yet_interpreted":true,"quote":"Works 24/7 Never sleeps","source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"target_sectors","label":"Target sectors","category":"impact","status":"present","value":"Shopify stores","not_yet_interpreted":true,"quote":"Shopify stores","source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"pricing_model","label":"Pricing model","category":"practicality","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"deployment_options","label":"Deployment options","category":"practicality","status":"present","value":"One-click install from the Shopify App Store","not_yet_interpreted":true,"quote":"One-click install from the Shopify App Store","source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"support_model","label":"Support model","category":"practicality","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"model_swappable","label":"Model swappable","category":"models","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"context_window","label":"Context window","category":"models","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"multi_agent","label":"Multi-agent","category":"ecosystem","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"marketplace_presence","label":"Marketplace presence","category":"ecosystem","status":"present","value":"NEW Available on Shopify App Store","not_yet_interpreted":true,"quote":"NEW Available on Shopify App Store","source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"safety_policy","label":"Safety policy","category":"safety","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"incident_reporting","label":"Incident reporting","category":"safety","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"insurance_available","label":"Insurance available","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"indemnification","label":"Indemnification","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"audit_trail_immutable","label":"Tamper-evident log","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"permission_scopes","label":"Permission scopes","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"outcome_based_pricing","label":"Outcome-based pricing","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"sla_terms","label":"SLA terms","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"action_space","label":"Action space","category":"agency","status":"present","value":"Answers every question instantly Products, shipping, returns — Marvyn is a Shopify AI chatbot that knows your entire store and responds in seconds so customers never leave with questions.","not_yet_interpreted":true,"quote":"Answers every question instantly Products, shipping, returns — Marvyn is a Shopify AI chatbot that knows your entire store and responds in seconds so customers never leave with questions.","source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"user_base","label":"User base","category":"impact","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"high_risk_domains","label":"High-risk domains","category":"impact","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"price_point","label":"Price point","category":"practicality","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"integrations","label":"Integrations","category":"practicality","status":"present","value":"Shopify","not_yet_interpreted":true,"quote":"Shopify","source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"base_models","label":"Base models","category":"models","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"open_weights","label":"Open weights","category":"models","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"protocols_supported","label":"Protocols supported","category":"ecosystem","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"api_access","label":"API access","category":"ecosystem","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"safety_evaluations","label":"Safety evaluations","category":"safety","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"usage_restrictions","label":"Usage restrictions","category":"safety","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"third_party_evals","label":"Third-party evaluations","category":"safety","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"insurance_carriers","label":"Insurance carriers","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"liability_cap","label":"Liability cap","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"explainability","label":"Explainability","category":"assurance","status":"present","value":"Recommends the right products Through consultative selling, Marvyn asks about preferences and budget before suggesting products.","not_yet_interpreted":true,"quote":"Recommends the right products Through consultative selling, Marvyn asks about preferences and budget before suggesting products.","source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"compliance_certs","label":"Compliance certifications","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"settlement_mechanism","label":"Settlement mechanism","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null},{"key":"eval_coverage","label":"Evaluation coverage","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://www.marvyn.co/","retrieved_at":"2026-08-01T23:29:50.87717+00:00","review":null,"superseded_quote":null}],"trust_gap_scores":[{"dimension":"audit_trail","score":1,"rationale":"Scored from 1 evidenced field(s): audit_trail. Automated score; capped at 2 pending review.","rubric_version":"v1-auto","scored_by":"spark-verifier","judged":false,"scored_at":"2026-08-14T00:26:55.28609+00:00","superseded_scores":null,"rests_on_flagged_absence":null,"evidence_newer_than_judgement":null}]}