{"query":"automationresearchgroup.com","mode":"domain","best":{"domain":"automationresearchgroup.com","status":"valid","tier":"listed","authority":50,"verified":false,"title":"Automation Research Group (ARG)","summary":"Philadelphia-based connected-hardware ODM since 2004. ARG designs and manufactures connected products end to end, sensors, wireless sensor nodes, wearable/asset tags, industrial controllers, edge gateways, connectivity modules, and cloud-connected systems, with electronics, firmware, mechanical design, cloud/OTA, and in-house PCBA/production under one roof, from concept to shipped. ARG also sells its own line of instruments (air quality, power quality, gas sensing) and connectivity modules (cell","country":null,"country_source":"cdn","publisher_country":null,"publisher_country_source":null,"hosting_country":null,"llms_txt":"https://www.automationresearchgroup.com/llms.txt","llms_full_txt":"https://www.automationresearchgroup.com/llms-full.txt","last_checked":"2026-10-27T10:47:46.531Z","agent_terms":null,"categories":["industrial-manufacturing"],"capabilities":[],"inferred_tags":["connected hardware","odm","wireless sensors","firmware design","pcba manufacturing"],"audience":"business","agent_uses":["read_docs","contact_support"],"language":"en","platform_generated":false,"agent_summary":"Philadelphia connected-hardware ODM offering end-to-end design, firmware, PCBA and production for sensors, gateways and IoT products, plus its own instruments a","llms_txt_cached":"https://agentwebmap.com/v1/domain/automationresearchgroup.com/llms.txt","agentic":"documentation","section_keys":["capabilities","cloud-platform","company","contact","documentation-datasheets-product-briefs-pdf","insights","products"],"section_partial":false,"section_indexed_at":"2026-10-27T10:47:52.634Z","why":["authority 50 (listed)","checked 274 minutes ago","publishes llms-full.txt"]},"read":{"llms_txt":"https://www.automationresearchgroup.com/llms.txt","llms_full_txt":"https://www.automationresearchgroup.com/llms-full.txt","nested_llms_txt":[]},"terms":null,"health":{"ok":true,"status":"valid","tier":"listed","authority":50,"last_checked":"2026-10-27T10:47:46.531Z","checked_minutes_ago":274,"stale":false,"max_age_seconds":86400,"live_checked":false,"http_status":200,"last_valid":"2026-10-27T10:47:46.531Z","content_hash":"7fd1580547172f55541b8ed457ebd8a8","documentation_indexed_at":"2026-10-27T10:47:43.314Z"},"sources":[],"match":{"strength":"domain","reason":"Exact domain or its registered publisher."},"provenance":{"selection":"directory","reranked":false,"verification":"domain_ownership","terms":"unknown","excerpts":"publisher_link_metadata","health":"stored_crawl"},"alternatives":[]}