{"citations":{"source_mix":{"company_owned":30,"independent":3,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":28,"partial":5},"total_sources":33,"unique_domain_count":9},"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 Budget Kitchen Remodeling Companies for Cost-Conscious Renovations","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"final_consensus_rank","qualifier":"budget kitchen renovation","subject":"Groundwork Construction Co.","unit":"rank","value":10},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Groundwork Construction Co.","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Groundwork Construction Co.","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Groundwork Construction Co.","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Groundwork Construction Co.","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.5,"best_rank":5,"entity_id":"entity-001","entity_type":"company","final_rank":10,"name":"Groundwork Construction Co.","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/kitchen-remodeling/budget-kitchen-renovation/groundwork-construction-co.json","page_url":"https://homeimprovementconsensusindex.com/kitchen-remodeling/budget-kitchen-renovation/groundwork-construction-co","report_type":"fit_review","study_id":"HICI-STUDY-D8E8A1CD4CCC","title":"Groundwork Construction Co Review for Cost-Conscious Renovations"},"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":"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 09:10:19.666287+00","research_date":"2026-10-02","source_snapshot_sha256":"8f44a0829a2b8c87aa864db305be5fab608c30b7b3afcb4bdb82cee6f5026770","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":30,"qualified_finalists":10,"ranking_unit":"Kitchen remodeling contractor, design-build firm, or cabinet supplier"},"schema_version":4,"summary":"Groundwork Construction Co. is a mixed fit for a budget kitchen renovation. Two of seven platforms named it during the ranking stage, at an average listed rank of 5.5. The strongest reason to consider it is a published fixed-price contract with a finish date and a small-kitchen band of $9,000–$20,000 (, -11). The main limitation is that the Lakeland, Florida service presence, the local contracting entity, and independent customer-review strength could not be verified, and the company's own terms of service state that work is performed by independent businesses rather than by Groundwork…","target_buyer":"A homeowner with a firm ceiling in the low tens of thousands who wants a visibly updated kitchen without moving plumbing or walls.","topic":{"base_category":"Kitchen Remodeling","category_criteria":["fixed-price packages","stock material options","cost control discipline","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-budget-kitchen-remodeling-companies-for-cost-conscious-renovations","title":"Best Budget Kitchen Remodeling Companies for Cost-Conscious Renovations","use_case":"budget kitchen renovation"}}