{"citations":{"source_mix":{"company_owned":23,"independent":21,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":27,"partial":7},"total_sources":44,"unique_domain_count":20},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-27","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Professionally Installed Home Security Systems for Seniors","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-27","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"Full-Service Security Installation","subject":"ADT","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-27","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"ADT","unit":"platforms","value":7},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-27","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"ADT","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-27","platform_support":["openai","anthropic","deepseek","perplexity","kimi","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"ADT","unit":"platforms","value":6}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1.8571428571428572,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"ADT","platform_mentions":7,"platform_share":1}],"identity":{"dataset_url":"https://aginginplaceindex.com/datasets/home-safety/full-service-security-installation/adt.json","page_url":"https://aginginplaceindex.com/home-safety/full-service-security-installation/adt","report_type":"fit_review","study_id":"AIPI-STUDY-D58353A29BE9","title":"ADT Review for Seniors"},"limitations":["Use the run researchdate as the study date. Platform-reported dates are provenance metadata and do not independently prove freshness.","All included platforms evaluated fit, but platformmentions counts only platforms that named the entity during ranking discovery.","Do not resolve conflicting product names, pricing, or capabilities by guessing; describe the conflict and tell buyers what to verify.","The supplied URLs were collected from platform responses and were not independently validated by the writer stage.","Company-owned citations materially outnumber independent citations; do not describe company claims as independently verified.","Platform-reported research dates differ from the authoritative run date; disclose this as a methodology limitation.","The deterministic identity audit contains qualification notes that must be disclosed where relevant.","Citations are platform-reported evidence, not independently verified facts. No-search model claims require explicit verification before being described as current facts."],"methodology":{"fit_rating_contract":["strong","good","mixed","weak","uncertain"],"included_valid_platform_count":7,"maximum_finalists":10,"minimum_mentions":2,"name":"Aging in Place Index cross-platform AI consensus analysis","platforms_included":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"platforms_queried":["openai","anthropic","deepseek","grok","perplexity","kimi","google"],"stages":["ranking_discovery","fit_assessment","normalization","editorial_synthesis"],"version":"alias-table-1"},"provenance":{"generated_at":"2026-09-27 11:58:28.189895+00","research_date":"2026-09-27","source_snapshot_sha256":"a0d1c9a3c8e78b04e21fef6ac17a4bd0272113cc0a37f669436069c22c9d23f0","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":18,"qualified_finalists":8,"ranking_unit":"Professionally installed security system and service provider"},"schema_version":4,"summary":"ADT is a good, though not unequivocal, fit for Full-Service Security Installation for Seniors who want technician-installed equipment, setup assistance, and 24/7 professional monitoring. All 7 platforms that named ADT in the ranking stage included it, and it ranked first on two of them (google, kimi). The strongest reason to consider it is that professional installation, in-home walkthrough training, and monitored emergency notification are core ADT offerings rather than add-ons. The main limitation is commitment: professionally installed offers commonly require a 36-month monitoring…","target_buyer":"Seniors who prefer a technician-installed security system with setup assistance, training, and ongoing professional monitoring","topic":{"base_category":"Home safety","category_criteria":["Installation quality","technician availability","control panel simplicity","24/7 monitoring reliability","emergency response protocols","equipment range","contract terms"],"geography":"United States","slug":"best-professionally-installed-home-security-systems-for-seniors","title":"Best Professionally Installed Home Security Systems for Seniors","use_case":"Full-Service Security Installation"}}