{"citations":{"source_mix":{"company_owned":34,"independent":32,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":39,"partial":14},"total_sources":66,"unique_domain_count":32},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Visibility Solutions for Citation Architecture and Recommendation Intelligence","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["google","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Solutions for Citation Architecture and Recommendation Intelligence","subject":"Scrunch","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["google","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Scrunch","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Scrunch","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","anthropic","deepseek","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Scrunch","unit":"platforms","value":5},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Scrunch","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.333333333333333,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"Scrunch","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/citation-recommendation-intelligence/scrunch.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/citation-recommendation-intelligence/scrunch","report_type":"fit_review","study_id":"AIMCI-STUDY-1D3B13E2CC91","title":"Scrunch for AI Visibility Solutions for Citation Architecture and Recommendation Intelligence: AI Consensus Fit Review"},"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.","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":"AI Marketing 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":"2026-09-19 15:05:48.901336+00","research_date":"2026-09-19","source_snapshot_sha256":"4be549e4655a53a99b5f27276f428b09fcfb2e9fad164ad95cebdf2bb9b8752b","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":31,"qualified_finalists":10,"ranking_unit":"Software, service, or advisory solution provider"},"schema_version":4,"summary":"Scrunch is a good fit for companies that need prompt-level AI visibility monitoring, citation and source mapping, competitor benchmarking, and historical recommendation intelligence across major AI answer platforms. Three of seven platforms named Scrunch during the ranking stage (google, openai, perplexity), and it finished fourth overall with an average listed rank of 5.33. The strongest reason to consider it is its citation-level data — cited domains, individual URLs, and a company-defined Influence Score — at a publicly listed $250-per-month Core entry point. The main limitation is that…","target_buyer":"Companies seeking AI Visibility Solutions for Citation Architecture and Recommendation Intelligence across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Recommendation tracking","citation intelligence","source mapping","citation architecture analysis","competitor benchmarking","prompt-level research","historical measurement","and strategic interpretation of the findings"],"geography":"United States","slug":"best-ai-visibility-solutions-for-citation-architecture-and-recommendation-intelligence","title":"Best AI Visibility Solutions for Citation Architecture and Recommendation Intelligence","use_case":"AI Visibility Solutions for Citation Architecture and Recommendation Intelligence"}}