{"citations":{"source_mix":{"company_owned":27,"independent":14,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":36,"partial":5},"total_sources":41,"unique_domain_count":19},"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 Labor-Only Local Moving Help for Loading and Unloading Rental Trucks","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","google"],"predicate":"final_consensus_rank","qualifier":"Labor-only loading and unloading help","subject":"Dolly","unit":"rank","value":9},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","google"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Dolly","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","anthropic","deepseek","grok","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Dolly","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Dolly","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-30","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Dolly","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":9,"best_rank":9,"entity_id":"entity-001","entity_type":"company","final_rank":9,"name":"Dolly","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://movingconsensusindex.com/datasets/local-moving-companies/labor-only-loading-unloading/dolly.json","page_url":"https://movingconsensusindex.com/local-moving-companies/labor-only-loading-unloading/dolly","report_type":"fit_review","study_id":"MCI-STUDY-F7923BCF0638","title":"Dolly Review for Loading and Unloading Help"},"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 18:59:57.787485+00","research_date":"2026-09-30","source_snapshot_sha256":"3977bd39a3a11093e22ecb58863b0b9c78dae931516623f1766e0ccdc015cbeb","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":22,"qualified_finalists":9,"ranking_unit":"Local moving labor company"},"schema_version":4,"summary":"Dolly is a good fit for a DIY mover who has already rented a truck or portable container and needs only loading and unloading labor. Two of the seven platforms in this study named Dolly during the ranking stage, and both placed it at rank 9. Its strongest advantage is an explicit labor-only booking tier — marketed as \"No truck, but a ton of muscle\" — with upfront pricing and container-loading pages for U-Box, PODS, and portable storage (-1, -2, ). The main limitation is verification: crew size, equipment, minimum billable time, damage-protection scope, and final pricing are not clearly…","target_buyer":"A do-it-yourself mover who has already rented a truck or portable container and needs only skilled labor to load and unload it locally.","topic":{"base_category":"Local Moving Companies","category_criteria":["availability of labor-only bookings","hourly labor rates","crew strength and efficiency","compatibility with rental truck or container sizes","booking flexibility"],"geography":"United States","slug":"best-labor-only-local-moving-help-for-loading-and-unloading-rental-trucks","title":"Best Labor-Only Local Moving Help for Loading and Unloading Rental Trucks","use_case":"Labor-only loading and unloading help"}}