{"citations":{"source_mix":{"company_owned":29,"independent":19,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":36,"partial":3},"total_sources":48,"unique_domain_count":23},"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 Project Management Software for Professional Services Firms Needing Resource and Utilization Management","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google","grok","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"professional services resource utilization management","subject":"Float","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Float","unit":"platforms","value":6},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Float","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","deepseek","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Float","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Float","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6.5,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"Float","platform_mentions":6,"platform_share":0.8571428571428571}],"identity":{"dataset_url":"https://businesssoftwareconsensusindex.com/datasets/project-management-and-team-collaboration-software/professional-services-resource-utilization/float.json","page_url":"https://businesssoftwareconsensusindex.com/project-management-and-team-collaboration-software/professional-services-resource-utilization/float","report_type":"fit_review","study_id":"MCI-STUDY-130FB776DCAA","title":"Float Review for Professional Services Firms Needing Resource and Utilization Management"},"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":"2026-10-02 00:36:37.856255+00","research_date":"2026-10-02","source_snapshot_sha256":"97812d42eb2bc2033267f1654c0e2da39517d302e93e54d0681a78d9a7054bd2","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":27,"qualified_finalists":9,"ranking_unit":"project management or collaboration software platform"},"schema_version":4,"summary":"Float is a strong fit for professional services resource utilization management when the core problem is allocating people across concurrent client engagements while tracking capacity, utilization, and project economics. Six of seven platforms named Float during the ranking stage, and it finished second overall. The strongest reason to consider it is its live Schedule, which combines allocation, utilization, remaining capacity, overtime, and time off in one view . The main limitation is scope: Float is a resource scheduling and management product, not a full PSA, ERP, or advanced…","target_buyer":"Consulting and professional services operations leaders who need to track staff utilization and capacity across multiple client engagements.","topic":{"base_category":"Project Management and Team Collaboration Software","category_criteria":["Resource allocation across engagements","utilization rate tracking","capacity planning","multi-engagement visibility","forecasting staffing needs"],"geography":"United States","slug":"best-project-management-software-for-professional-services-firms-needing-resource-and-utilization-management","title":"Best Project Management Software for Professional Services Firms Needing Resource and Utilization Management","use_case":"professional services resource utilization management"}}