{"citations":{"source_mix":{"company_owned":59,"independent":85,"unclear":3},"sources_referenced_by_questions":0,"support_mix":{"direct":123,"partial":21},"total_sources":147,"unique_domain_count":72},"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 for SaaS Companies","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["google","grok","openai"],"predicate":"final_consensus_rank","qualifier":"AI Search Audits for SaaS Companies","subject":"Profound","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["google","grok","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Profound","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["google","grok","openai"],"predicate":"final_consensus_rank","qualifier":"AI Search Audits for SaaS Companies","subject":"OtterlyAI","unit":"rank","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["google","grok","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"OtterlyAI","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","kimi"],"predicate":"final_consensus_rank","qualifier":"AI Search Audits for SaaS Companies","subject":"Pondral","unit":"rank","value":3},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Pondral","unit":"platforms","value":2},{"claim_id":"claim-008","confidence":"verified","observed_at":"2026-09-18","platform_support":["google","grok"],"predicate":"final_consensus_rank","qualifier":"AI Search Audits for SaaS Companies","subject":"Peec AI","unit":"rank","value":4},{"claim_id":"claim-009","confidence":"verified","observed_at":"2026-09-18","platform_support":["google","grok"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Peec AI","unit":"platforms","value":2}],"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":1,"name":"Profound","platform_mentions":3,"platform_share":0.42857142857142855},{"average_rank":5.333333333333333,"best_rank":3,"entity_id":"entity-002","entity_type":"company","final_rank":2,"name":"OtterlyAI","platform_mentions":3,"platform_share":0.42857142857142855},{"average_rank":1,"best_rank":1,"entity_id":"entity-003","entity_type":"company","final_rank":3,"name":"Pondral","platform_mentions":2,"platform_share":0.2857142857142857},{"average_rank":5.5,"best_rank":2,"entity_id":"entity-004","entity_type":"company","final_rank":4,"name":"Peec AI","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/saas-audits.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/saas-audits","report_type":"best_of_index","study_id":"AIMCI-STUDY-F779631FEFE8","title":"Best AI search audits and market intelligence for AI Search Audits for SaaS Companies: 7-Platform AI Consensus Index"},"limitations":["Exactly 7 platforms were included in this run: openai, anthropic, deepseek, grok, perplexity, kimi, google. The configured source value 7 is provenance only and must never be described as the number of platforms studied.","The finalrankingtable is the sole authority for rank, platform mentions, platform share, average rank, and best rank. Ignore any conflicting value embedded in a entity evidence bundle.","The Consensus Ranking table must contain exactly one row per finalrankingtable entity, in that order, using that exact entityname. Never split one ranked entity into two product, model, SKU, or product-line rows, and never add another ranking row for a brand already listed. Put recommended products or plans inside that entity's ranked section.","Platform mentions count only ranking-discovery mentions. Do not substitute the number of platforms that later completed a fit assessment.","Citation IDs inside each entity bundle are local to that entity. Consolidate sources by URL using the supplied source catalog.","The URLs were collected from platform responses and were not independently validated by either writer stage.","Each fitreviewurlorplaceholder is the final site-relative CMS path for that entity's review. Link the entity name to that exact path exactly once in its ranked prose section, outside tables and headings. Never replace it with a run ID, report ID, UUID, or local output path.","Use the exact entity-namespaced citation IDs from the source catalog (e.g. e1:); never transfer a citation between entities."],"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 11:35:54.277578+00","research_date":"2026-09-18","source_snapshot_sha256":"b48cea2454040ea31813896ec3bce2790756e0ae6366667db8b288bd6926871f","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":56,"qualified_finalists":4,"ranking_unit":"Audit company, audit service, or advisory provider"},"schema_version":4,"summary":"Profound is the consensus leader for AI search audits aimed at SaaS companies, named by 3 of 7 platforms (42.9% of platform responses) with a best listed position of #1 and an average listed position of 4.33. OtterlyAI ties on mentions (3 of 7, 42.9%) and is the strongest alternative for teams that need lower-cost recurring monitoring plus GEO audit recommendations. Pondral holds the best average listed position in the study (1.0) but was named by only 2 platforms, making it the highest-conviction pick among platforms that surfaced it and the least broadly corroborated. Peec AI (2 mentions,…","target_buyer":"SaaS companies tracking category, comparison, alternatives, and product recommendation prompts","topic":{"base_category":"AI search audits and market intelligence","category_criteria":["An audit covering recommendation share","competitor positioning","citation sources","citation architecture","product-comparison visibility","and opportunities to improve its presence"],"geography":"United States","slug":"best-ai-search-audits-for-saas-companies","title":"Best AI Search Audits for SaaS Companies","use_case":"AI Search Audits for SaaS Companies"}}