{"citations":{"source_mix":{"company_owned":16,"independent":17,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":23,"partial":8},"total_sources":33,"unique_domain_count":16},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Bathroom Remodeling Companies Offering Project Financing","unit":"platforms","value":6},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["google","openai"],"predicate":"final_consensus_rank","qualifier":"financed bathroom remodel","subject":"Leaf Home Bath","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["google","openai"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Leaf Home Bath","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Leaf Home Bath","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","deepseek","grok"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Leaf Home Bath","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Leaf Home Bath","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.5,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Leaf Home Bath","platform_mentions":2,"platform_share":0.3333333333333333}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/bathroom-remodeling/financed-bathroom-remodel/leaf-home-bath.json","page_url":"https://homeimprovementconsensusindex.com/bathroom-remodeling/financed-bathroom-remodel/leaf-home-bath","report_type":"fit_review","study_id":"HICI-STUDY-949F5C70FD52","title":"Leaf Home Bath Review for financed bathroom remodel"},"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":"Home Improvement Consensus Index cross-platform AI consensus analysis","platforms_included":["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 19:41:18.580446+00","research_date":"2026-10-02","source_snapshot_sha256":"84877cd88eb87f91359fb1769ea147f7f5c801c10a137f8e65efbe27f50aa4ce","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":30,"qualified_finalists":5,"ranking_unit":"Bathroom remodeling contractor or installer"},"schema_version":4,"summary":"Leaf Home Bath is a mixed fit for a homeowner financing a bathroom remodel. Two of the six platforms that evaluated fit named Leaf Home Bath during the ranking stage (google, openai), and it finished fifth overall with an average listed rank of 5.5 and a best rank of 4. Its strongest reason to consider it is packaged promotional financing — an advertised 12 months with no interest and no payments, monthly payments marketed as low as $153, and a $1,250 discount offer — attached to a defined tub, shower, or enclosure project (, grok:, ). The main limitation is that the financing partner, APR,…","target_buyer":"A homeowner proceeding now and paying over time through the contractor's financing partner.","topic":{"base_category":"Bathroom Remodeling","category_criteria":["financing partner terms","promotional rate availability","approval process","project scope handled","waterproofing and tiling quality","fixture sourcing","timeline reliability","written estimate clarity","workmanship warranty","customer review strength"],"geography":"United States","slug":"best-bathroom-remodeling-companies-offering-project-financing","title":"Best Bathroom Remodeling Companies Offering Project Financing","use_case":"financed bathroom remodel"}}