{"citations":{"source_mix":{"company_owned":26,"independent":19,"unclear":2},"sources_referenced_by_questions":0,"support_mix":{"direct":37,"partial":10},"total_sources":47,"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 CRM for Mortgage Brokers and Loan Officers","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","google","grok","kimi","openai"],"predicate":"final_consensus_rank","qualifier":"mortgage loan pipeline tracking","subject":"Total Expert","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","google","grok","kimi","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Total Expert","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-01","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Total Expert","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-01","platform_support":["openai","anthropic","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Total Expert","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Total Expert","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Total Expert","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://businesssoftwareconsensusindex.com/datasets/crm-and-sales-pipeline-software/mortgage-broker-crm/total-expert.json","page_url":"https://businesssoftwareconsensusindex.com/crm-and-sales-pipeline-software/mortgage-broker-crm/total-expert","report_type":"fit_review","study_id":"MCI-STUDY-3F5A2728A4EE","title":"Total Expert Review for Mortgage Brokers and Loan Officers"},"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 18:02:36.07677+00","research_date":"2026-10-01","source_snapshot_sha256":"36f77c37f1fb01c30ee2924fc8f2ac18c05f47d635a67c139cc2f975b4a2b8eb","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":27,"qualified_finalists":10,"ranking_unit":"CRM software brand or platform"},"schema_version":4,"summary":"Total Expert is a good fit for mortgage loan pipeline tracking at lender scale, but a conditional one. Five of seven platforms named it during ranking discovery, with an average listed rank of 4.0 and a best rank of 1. Its strongest asset is LOS-connected stage automation: loan-status changes in a connected loan origination system can advance lead stages automatically, paired with compliance workflows and co-marketing tools for referral partners. The main limitation is that public pricing is unavailable, the platform is enterprise-oriented, and native referral-partner attribution was still…","target_buyer":"Mortgage brokers, loan officers, and lending teams who need pipeline tracking tied to loan stages and referral partner management.","topic":{"base_category":"CRM and Sales Pipeline Software","category_criteria":["loan stage pipeline tracking","referral partner management","compliance and disclosure support","integration with loan origination systems"],"geography":"United States","slug":"best-crm-for-mortgage-brokers-and-loan-officers","title":"Best CRM for Mortgage Brokers and Loan Officers","use_case":"mortgage loan pipeline tracking"}}