{"citations":{"source_mix":{"company_owned":28,"independent":7,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":32,"partial":4},"total_sources":36,"unique_domain_count":12},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Local Movers for High-Rise and Walk-Up Buildings With Limited Elevator Access","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","grok"],"predicate":"final_consensus_rank","qualifier":"Urban building access constrained moves","subject":"LIOO Moving","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","grok"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"LIOO Moving","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"LIOO Moving","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"LIOO Moving","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"LIOO Moving","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":7,"best_rank":6,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"LIOO Moving","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://movingconsensusindex.com/datasets/local-moving-companies/urban-building-access-moves/lioo-moving.json","page_url":"https://movingconsensusindex.com/local-moving-companies/urban-building-access-moves/lioo-moving","report_type":"fit_review","study_id":"MCI-STUDY-1A024B025E83","title":"LIOO Moving Review for High-Rise and Walk-Up Moves"},"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":"Moving Consensus 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":"2026-09-30 20:13:14.152188+00","research_date":"2026-09-30","source_snapshot_sha256":"87f3920e52a5ca632e9a9173f0383b2aa8dbf152125c57d2b043504b5999b44b","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":40,"qualified_finalists":10,"ranking_unit":"Local moving company"},"schema_version":4,"summary":"LIOO Moving is a good fit, with verification required, for urban building access constrained moves in metro Atlanta. Two of seven platforms named LIOO Moving during the ranking stage, a 28.6% share of included platform responses, at an average listed rank of 7.0 and a best listed rank of 6. The strongest reason to consider it is its Atlanta apartment service, which explicitly addresses certificates of insurance (COIs), freight-elevator windows, stairs, loading docks, long carries, protection materials, and crew sizing (, -2, ). The main limitation is that elevator-reservation responsibility…","target_buyer":"A resident of a high-rise or walk-up building moving locally who needs movers experienced with elevator restrictions, stairs, and long carries.","topic":{"base_category":"Local Moving Companies","category_criteria":["experience with elevator reservations","stair-carry capability and pricing","building compliance and insurance documentation","long-carry equipment","familiarity with urban building management rules"],"geography":"United States","slug":"best-local-movers-for-high-rise-and-walk-up-buildings-with-limited-elevator-access","title":"Best Local Movers for High-Rise and Walk-Up Buildings With Limited Elevator Access","use_case":"Urban building access constrained moves"}}