{"citations":{"source_mix":{"company_owned":26,"independent":19,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":38,"partial":8},"total_sources":46,"unique_domain_count":18},"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 Fund Accounting Software for Nonprofit Organizations","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":"nonprofit fund accounting","subject":"Aplos","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":"Aplos","unit":"platforms","value":7},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-01","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Aplos","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-01","platform_support":["openai","anthropic","deepseek","perplexity","kimi","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Aplos","unit":"platforms","value":6}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.5714285714285716,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Aplos","platform_mentions":7,"platform_share":1}],"identity":{"dataset_url":"https://businesssoftwareconsensusindex.com/datasets/accounting-and-financial-management-software/nonprofit-fund-accounting/aplos.json","page_url":"https://businesssoftwareconsensusindex.com/accounting-and-financial-management-software/nonprofit-fund-accounting/aplos","report_type":"fit_review","study_id":"MCI-STUDY-9AF16EFE4A2F","title":"Aplos Review for Nonprofit Organizations"},"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.","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 16:37:43.290624+00","research_date":"2026-10-01","source_snapshot_sha256":"4f92caf33af8d721facbc7a6399fc9d676bf8a54683c8d4c36764f144588a545","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":23,"qualified_finalists":7,"ranking_unit":"Fund accounting software platform"},"schema_version":4,"summary":"Aplos is a good, not unequivocal, fit for nonprofit fund accounting. All seven platforms that reached the ranking stage named Aplos, and it appeared on 100% of included platform responses at an average listed rank of 2.57 (best rank 1). The strongest reason to consider it is native fund accounting: restricted and unrestricted funds are separated at the transaction level, with Balance Sheet by Fund and Income Statement by Fund reporting (-1, -1, ). The main limitation is that budgeting by fund or grant requires the Advanced tier, full allocations point to Custom pricing, and independent…","target_buyer":"A nonprofit organization that must track restricted and unrestricted funds separately for grant and donor compliance.","topic":{"base_category":"Accounting and Financial Management Software","category_criteria":["fund accounting capability","grant and restriction tracking","nonprofit financial statement templates","board and donor reporting","audit readiness"],"geography":"United States","slug":"best-fund-accounting-software-for-nonprofit-organizations","title":"Best Fund Accounting Software for Nonprofit Organizations","use_case":"nonprofit fund accounting"}}