{"citations":{"source_mix":{"company_owned":22,"independent":22,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":27,"partial":17},"total_sources":44,"unique_domain_count":20},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Accounting Software for Construction and Contracting Businesses with Job Costing","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"construction job costing accounting","subject":"QuickBooks Desktop Enterprise Contractor Edition","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"QuickBooks Desktop Enterprise Contractor Edition","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"QuickBooks Desktop Enterprise Contractor Edition","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-01","platform_support":["openai","deepseek"],"predicate":"fit_rating_count","qualifier":"good","subject":"QuickBooks Desktop Enterprise Contractor Edition","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-01","platform_support":["perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"QuickBooks Desktop Enterprise Contractor Edition","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":7.666666666666667,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"QuickBooks Desktop Enterprise Contractor Edition","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://businesssoftwareconsensusindex.com/datasets/accounting-and-financial-management-software/construction-job-costing-accounting/quickbooks-desktop-enterprise-contractor-edition.json","page_url":"https://businesssoftwareconsensusindex.com/accounting-and-financial-management-software/construction-job-costing-accounting/quickbooks-desktop-enterprise-contractor-edition","report_type":"fit_review","study_id":"MCI-STUDY-83A31C85EFEA","title":"QuickBooks Desktop Enterprise Contractor Edition Review for Construction and Contracting Businesses with Job Costing"},"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.","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":"Business Software 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":"2026-10-01 18:04:57.588315+00","research_date":"2026-10-01","source_snapshot_sha256":"885fd080f0a257cc3eea3d3c4c14194db0dc5c40af17ffa758b6587caaa2cfd3","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":20,"qualified_finalists":7,"ranking_unit":"Accounting software platform"},"schema_version":4,"summary":"QuickBooks Desktop Enterprise Contractor Edition is a good, conditional fit for construction job costing accounting — not an unequivocal one. Three of the seven platforms in this study named it during ranking discovery (deepseek, kimi, perplexity), at an average listed rank of 7.7 and a best listed rank of 4. Its strongest documented reason to consider it is contractor-specific job costing: a Job Costing Center, change-order functionality, committed-cost and cost-to-complete reporting, and job profitability reporting . The main limitation is that retainage handling, percentage-of-completion…","target_buyer":"A general contractor or construction firm managing multiple simultaneous projects that needs accurate job level profitability tracking.","topic":{"base_category":"Accounting and Financial Management Software","category_criteria":["job costing accuracy","work-in-progress reporting","retainage and change order tracking","subcontractor payment management","project profitability reporting"],"geography":"United States","slug":"best-accounting-software-for-construction-and-contracting-businesses-with-job-costing","title":"Best Accounting Software for Construction and Contracting Businesses with Job Costing","use_case":"construction job costing accounting"}}