{"citations":{"source_mix":{"company_owned":21,"independent":10,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":23,"partial":7},"total_sources":31,"unique_domain_count":13},"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 Kitchen Backsplash and Tile Installation Companies","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google","openai"],"predicate":"final_consensus_rank","qualifier":"kitchen backsplash installation","subject":"The Home Depot","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"The Home Depot","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","deepseek","grok","perplexity","kimi","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"The Home Depot","unit":"platforms","value":7}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.333333333333333,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"The Home Depot","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/kitchen-remodeling/kitchen-backsplash-installation/the-home-depot.json","page_url":"https://homeimprovementconsensusindex.com/kitchen-remodeling/kitchen-backsplash-installation/the-home-depot","report_type":"fit_review","study_id":"HICI-STUDY-7E4AA49D76CA","title":"The Home Depot Review for kitchen backsplash installation"},"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.","The deterministic identity audit contains qualification notes that must be disclosed where relevant.","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":"Home Improvement 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 23:57:39.584849+00","research_date":"2026-10-02","source_snapshot_sha256":"2d6e768f35bf30e15d696be66da1fbf1eb39b5fbede9ef8598c7010f2c2a4acd","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":35,"qualified_finalists":6,"ranking_unit":"Kitchen remodeling contractor, design-build firm, or cabinet supplier"},"schema_version":4,"summary":"The Home Depot is a mixed fit for a homeowner doing a targeted kitchen backsplash-only upgrade. Three of the seven platforms in this study named The Home Depot during the ranking stage — deepseek, google, and openai — and all seven platforms that evaluated fit rated it \"mixed.\" The strongest reason to consider it is convenience: one company sources the tile, measures the project, quotes materials and labor, and coordinates installation through local licensed providers, backed by a stated one-year limited labor warranty (, -2, deepseek:HD-SERVICES). The main limitation is that installation is…","target_buyer":"A homeowner doing a targeted upgrade to the backsplash only, where tile layout, cutting around outlets and grout finish decide the result.","topic":{"base_category":"Kitchen Remodeling","category_criteria":["tile layout precision","outlet and edge cutting","grout and sealing quality","project scope handled","design service quality","cabinetry and material sourcing","timeline reliability","written estimate clarity","workmanship warranty","customer review strength"],"geography":"United States","slug":"best-kitchen-backsplash-and-tile-installation-companies","title":"Best Kitchen Backsplash and Tile Installation Companies","use_case":"kitchen backsplash installation"}}