{"citations":{"source_mix":{"company_owned":26,"independent":7,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":28,"partial":4},"total_sources":33,"unique_domain_count":7},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-10-03","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Open Source Ecommerce Platform for Full Code-Level Customization","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-03","platform_support":["anthropic","deepseek","grok","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"open source code level customization","subject":"Spree Commerce","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-03","platform_support":["anthropic","deepseek","grok","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Spree Commerce","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-03","platform_support":["openai","anthropic","grok","perplexity","kimi","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Spree Commerce","unit":"platforms","value":6},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-03","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"good","subject":"Spree Commerce","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.8,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"Spree Commerce","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://hostingconsensusindex.com/datasets/ecommerce-hosting-and-platforms/open-source-code-level-customization/spree-commerce.json","page_url":"https://hostingconsensusindex.com/ecommerce-hosting-and-platforms/open-source-code-level-customization/spree-commerce","report_type":"fit_review","study_id":"MCI-STUDY-A06625EA6F4F","title":"Spree Commerce Review for Full Code-Level Customization"},"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":"Hosting 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":"2026-10-03 07:43:54.712254+00","research_date":"2026-10-03","source_snapshot_sha256":"e97dc18d4fb0a07da5b0664517db363341b74a66efa72dc35e27d4cacc1de15a","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":16,"qualified_finalists":9,"ranking_unit":"Ecommerce platform"},"schema_version":4,"summary":"Spree Commerce is a strong fit for a developer-led U.S. business that needs full source-code ownership and code-level customization. Five of the seven platforms that evaluated this use case named Spree Commerce during ranking discovery, and all seven rated its fit as strong or good. The strongest reason to consider it is the permissive BSD-3-Clause core license combined with self-hosting, which allows private proprietary modifications without platform or transaction fees. The main limitation is that the buyer assumes all hosting, security patching, upgrade, and support responsibility; the…","target_buyer":"A developer-led business wanting complete source code ownership and control without SaaS platform restrictions.","topic":{"base_category":"Ecommerce Hosting and Platforms","category_criteria":["source code access","extension and module ecosystem","hosting flexibility","community and developer support","security maintenance responsibility","long term self hosting cost"],"geography":"United States","slug":"best-open-source-ecommerce-platform-for-full-code-level-customization","title":"Best Open Source Ecommerce Platform for Full Code-Level Customization","use_case":"open source code level customization"}}