{"citations":{"source_mix":{"company_owned":14,"independent":3,"unclear":3},"sources_referenced_by_questions":0,"support_mix":{"direct":12,"partial":4},"total_sources":20,"unique_domain_count":14},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-10-01","predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Structured Wiring and Security Pre-Wire Providers for New Home Construction","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-01","platform_support":["google","perplexity"],"predicate":"final_consensus_rank","qualifier":"new construction security pre-wire installation","subject":"LinkUs Enterprises","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-01","platform_support":["google","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"LinkUs Enterprises","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"LinkUs Enterprises","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/home-security-and-smart-home-systems/new-construction-security-prewire/linkus-enterprises.json","page_url":"https://homeservicesconsensusindex.com/home-security-and-smart-home-systems/new-construction-security-prewire/linkus-enterprises","report_type":"fit_review","study_id":"HSCI-STUDY-02D05F39390F","title":"LinkUs Enterprises Review for New Home Construction"},"limitations":["Use the run researchdate as the study date. Platform-reported dates are provenance metadata and do not independently prove freshness.","6 of 7 included platforms returned a usable fit assessment; disclose this as a methodology limitation and do not describe the fit findings as unanimous, 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":"Home Services Consensus Index cross-platform AI consensus analysis","platforms_queried":["openai","anthropic","deepseek","grok","perplexity","kimi","google"],"stages":["ranking_discovery","fit_assessment","normalization","editorial_synthesis"],"version":"alias-table-1"},"provenance":{"generated_at":"2026-10-01 06:40:39.596326+00","research_date":"2026-10-01","source_snapshot_sha256":"824413aceb5d8429e019ed1334d91b7b892edb02fe235d48829dbd7717b10f00","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":42,"qualified_finalists":9,"ranking_unit":"Structured wiring and security pre-wire integrator"},"schema_version":4,"summary":"LinkUs Enterprises is a mixed fit for new construction security pre-wire installation. Two of the seven configured platforms named it during the ranking stage, and six of seven returned a usable fit assessment. The strongest reason to consider it is its Builder Integration Program, which describes pre-drywall structured wiring, conduit, and low-voltage installation coordinated with framing and electrical crews, plus post-close homeowner education and support (, anthropic:citation2, ). The main limitation is that LinkUs publishes no standardized pre-wire package, no builder pricing, no…","target_buyer":"Homebuilders and developers planning new residential construction who need to select a pre-wire provider before drywall is installed.","topic":{"base_category":"Home Security and Smart Home Systems","category_criteria":["builder program experience","pre-wire package standardization","multi-site scheduling capability","compatibility with major smart home ecosystems","warranty and post-close support"],"geography":"United States","slug":"best-structured-wiring-and-security-pre-wire-providers-for-new-home-construction","title":"Best Structured Wiring and Security Pre-Wire Providers for New Home Construction","use_case":"new construction security pre-wire installation"}}