{"citations":{"source_mix":{"company_owned":21,"independent":23,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":37,"partial":7},"total_sources":44,"unique_domain_count":21},"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 Payroll Software for Very Small Businesses and Micro-Employers with Under 10 Employees","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"micro business payroll under 10 employees","subject":"OnPay","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"OnPay","unit":"platforms","value":7},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","grok","kimi","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"OnPay","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-01","platform_support":["openai","deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"OnPay","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.285714285714286,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"OnPay","platform_mentions":7,"platform_share":1}],"identity":{"dataset_url":"https://businesssoftwareconsensusindex.com/datasets/hr-payroll-and-workforce-management-software/micro-business-payroll-under-10-employees/onpay.json","page_url":"https://businesssoftwareconsensusindex.com/hr-payroll-and-workforce-management-software/micro-business-payroll-under-10-employees/onpay","report_type":"fit_review","study_id":"MCI-STUDY-C9358C30A1FD","title":"OnPay Review for Very Small Businesses and Micro-Employers with Under 10 Employees"},"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.","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 12:21:57.66192+00","research_date":"2026-10-01","source_snapshot_sha256":"b4a7a9d10057f05b4278e1d2487645421077ba1ff1ce5ee6c72ae784f9e99a24","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":16,"qualified_finalists":10,"ranking_unit":"Payroll software platform"},"schema_version":4,"summary":"OnPay is a good fit for micro business payroll under 10 employees, according to the AI platforms reviewed. All seven platforms named OnPay during the ranking stage, a 100% share of included platform responses, with an average listed rank of 4.29 and a best listed rank of 1. The strongest reason to consider it is full-service payroll with automated federal, state, and local tax filing, free setup and data migration, and unlimited pay runs at a flat $49 base plus $6 per worker per month (, anthropic:source121). The main limitation is cost: the flat base fee makes OnPay more expensive than…","target_buyer":"An owner of a business with fewer than 10 employees who just hired their first employee and has no HR department","topic":{"base_category":"HR, Payroll, and Workforce Management Software","category_criteria":["low minimum monthly cost","simplicity of initial setup","automated tax filing","minimal ongoing maintenance","fast onboarding time"],"geography":"United States","slug":"best-payroll-software-for-very-small-businesses-and-micro-employers-with-under-10-employees","title":"Best Payroll Software for Very Small Businesses and Micro-Employers with Under 10 Employees","use_case":"micro business payroll under 10 employees"}}