{"citations":{"source_mix":{"company_owned":7,"independent":27,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":32,"partial":3},"total_sources":35,"unique_domain_count":28},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","deepseek","google","grok","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best CRM for Real Estate Agents and Brokerages","unit":"platforms","value":6},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","perplexity"],"predicate":"final_consensus_rank","qualifier":"real estate agent pipeline management","subject":"LionDesk","unit":"rank","value":10},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","perplexity"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"LionDesk","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"good","subject":"LionDesk","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-01","platform_support":["perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"LionDesk","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-01","platform_support":["openai","grok","google"],"predicate":"fit_rating_count","qualifier":"weak","subject":"LionDesk","unit":"platforms","value":3},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"LionDesk","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":10,"name":"LionDesk","platform_mentions":2,"platform_share":0.3333333333333333}],"identity":{"dataset_url":"https://businesssoftwareconsensusindex.com/datasets/crm-and-sales-pipeline-software/real-estate-crm/liondesk.json","page_url":"https://businesssoftwareconsensusindex.com/crm-and-sales-pipeline-software/real-estate-crm/liondesk","report_type":"fit_review","study_id":"MCI-STUDY-C1429E8746FC","title":"LionDesk Review for Real Estate Agents and Brokerages"},"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":6,"maximum_finalists":10,"minimum_mentions":2,"name":"Business Software Consensus Index cross-platform AI consensus analysis","platforms_included":["anthropic","deepseek","google","grok","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 15:12:39.514794+00","research_date":"2026-10-01","source_snapshot_sha256":"7b6005467b991b5ba461bb39a1a33355b1e5137aabacdd983d453f3a44b2014b","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":21,"qualified_finalists":9,"ranking_unit":"CRM software brand or platform"},"schema_version":4,"summary":"LionDesk is a weak fit for real estate agent pipeline management in the United States in 2026. Two of six included platforms named LionDesk during the ranking stage, and it landed at rank 4 on both. The strongest reason to consider it is historical: LionDesk was purpose-built for real estate lead capture, automated drip campaigns, texting, video messaging, and transaction-oriented pipelines. The main limitation is availability. Lone Wolf Technologies announced it was winding LionDesk down, kept it available only through September 2025 for migration, and pointed users to Lone Wolf…","target_buyer":"Real estate agents, teams, and brokerages who need a CRM built around property listings and transaction milestones.","topic":{"base_category":"CRM and Sales Pipeline Software","category_criteria":["real estate specific pipeline stages","listing and transaction tracking","lead source integration with real estate portals","automated drip campaigns for buyers and sellers"],"geography":"United States","slug":"best-crm-for-real-estate-agents-and-brokerages","title":"Best CRM for Real Estate Agents and Brokerages","use_case":"real estate agent pipeline management"}}