{"citations":{"source_mix":{"company_owned":29,"independent":19,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":32,"partial":3},"total_sources":48,"unique_domain_count":21},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Search Audits Before Hiring a GEO Agency","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","openai"],"predicate":"final_consensus_rank","qualifier":"AI Search Audits Before Hiring a GEO Agency","subject":"Scrunch AI","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Scrunch AI","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Scrunch AI","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","anthropic","deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Scrunch AI","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Scrunch AI","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6,"best_rank":6,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"Scrunch AI","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/before-hiring-geo-agency/scrunch-ai.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/before-hiring-geo-agency/scrunch-ai","report_type":"fit_review","study_id":"AIMCI-STUDY-216F770AF8BB","title":"Scrunch AI for AI Search Audits Before Hiring a GEO Agency: 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.","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":"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":"2026-09-18 12:55:05.115371+00","research_date":"2026-09-18","source_snapshot_sha256":"cc16dd864c3efb3dfbd52b5c0d96966c9709515ad7e8add2db8f65d61c00e9ad","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":52,"qualified_finalists":7,"ranking_unit":"Audit company, audit service, or advisory provider"},"schema_version":4,"summary":"Scrunch AI is a good fit for the measurement half of a pre-GEO-agency audit. Two of seven platforms named it during ranking discovery (deepseek, openai), at rank 6 on both, giving it a 28.6% share of included platform responses and an average listed rank of 6.0. Its strongest case is documented prompt-level visibility, citation ownership, competitor presence, and source-gap prioritization that can be frozen as a baseline before an agency contract. The main limitation is that it is a monitoring subscription, not an independent consulting audit: plan names and pricing conflict across official…","target_buyer":"Companies evaluating GEO agencies that want a baseline AI search audit before signing a contract","topic":{"base_category":"AI search audits and market intelligence","category_criteria":["Measure current AI recommendation visibility","citations","competitor performance","high-value prompts","citation architecture","and source gaps so it can evaluate future agency performance against a documented starting point"],"geography":"United States","slug":"best-ai-search-audits-before-hiring-a-geo-agency","title":"Best AI Search Audits Before Hiring a GEO Agency","use_case":"AI Search Audits Before Hiring a GEO Agency"}}