{"citations":{"source_mix":{"company_owned":30,"independent":28,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":46,"partial":12},"total_sources":58,"unique_domain_count":34},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Payroll Software for Staffing Agencies and Temp Workforce","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"staffing agency temp payroll","subject":"ADP","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"ADP","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","deepseek"],"predicate":"fit_rating_count","qualifier":"good","subject":"ADP","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","grok","perplexity","kimi","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"ADP","unit":"platforms","value":5}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":7.666666666666667,"best_rank":5,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"ADP","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://businesssoftwareconsensusindex.com/datasets/hr-payroll-and-workforce-management-software/staffing-agency-temp-payroll/adp.json","page_url":"https://businesssoftwareconsensusindex.com/hr-payroll-and-workforce-management-software/staffing-agency-temp-payroll/adp","report_type":"fit_review","study_id":"MCI-STUDY-E22C7FA7AD18","title":"ADP Review for Staffing Agencies and Temp Workforce"},"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":"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":"2026-10-02 01:53:15.764872+00","research_date":"2026-10-02","source_snapshot_sha256":"a9090addcca820e39a8c2b11d8597e617caa29a94c900badcedfa3d7c6286233","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":33,"qualified_finalists":10,"ranking_unit":"Payroll software platform"},"schema_version":4,"summary":"ADP is a qualified but conditional fit for staffing agency temp payroll. Three of seven platforms named ADP during ranking discovery, at an average listed rank of 7.7 and a best rank of 5. The strongest reason to consider it is mature, multi-state payroll and tax infrastructure with temporary-worker pay-data fields such as temporary rates, cost numbers, and departments . The main limitation is that ADP does not publicly demonstrate a complete native staffing back-office: client billing, markup rules, job-order management, and pay/bill reconciliation are integration-dependent or unverified .…","target_buyer":"An owner or operations manager at a staffing agency running weekly payroll for a large, high-turnover pool of temporary workers placed at multiple client sites","topic":{"base_category":"HR, Payroll, and Workforce Management Software","category_criteria":["support for high-volume weekly pay cycles","multi-client billing integration","worker classification handling","fast onboarding for high turnover staff","scalability across many client accounts"],"geography":"United States","slug":"best-payroll-software-for-staffing-agencies-and-temp-workforce","title":"Best Payroll Software for Staffing Agencies and Temp Workforce","use_case":"staffing agency temp payroll"}}