{"citations":{"source_mix":{"company_owned":25,"independent":15,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":38,"partial":1},"total_sources":40,"unique_domain_count":19},"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 Agencies for Competitor Recommendation Analysis","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["google","grok"],"predicate":"final_consensus_rank","qualifier":"AI Search Agencies for Competitor Recommendation Analysis","subject":"iPullRank","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["google","grok"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"iPullRank","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"iPullRank","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","anthropic","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"iPullRank","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"iPullRank","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"iPullRank","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-geo-agencies/competitor-recommendation-analysis/ipullrank.json","page_url":"https://aimarketingconsensusindex.com/ai-search-geo-agencies/competitor-recommendation-analysis/ipullrank","report_type":"fit_review","study_id":"AIMCI-STUDY-F9AF15C392F0","title":"iPullRank for AI Search Agencies for Competitor Recommendation Analysis: 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 01:03:00.442807+00","research_date":"2026-09-18","source_snapshot_sha256":"b10da000d8dacf9681f094a7a024bcc776972991349c10bd4bb388f57fd8fa39","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":50,"qualified_finalists":2,"ranking_unit":"Agency or consulting partner"},"schema_version":4,"summary":"iPullRank is a good fit for companies that need competitor recommendation analysis delivered as part of a broader AI Search improvement program, but it is not a self-serve tracking product. Two of the seven platforms in this study named iPullRank during the ranking stage, and both placed it at rank 3. The strongest reason to consider it is that its public Relevance Engineering materials directly describe competitor benchmarking, citation-frequency measurement, query fan-out, retrieval simulation, and content-gap remediation. The main limitation is verification: no public source confirms a…","target_buyer":"Companies seeking AI Search Agencies for Competitor Recommendation Analysis across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI search and GEO agencies","category_criteria":["An agency capable of measuring recommendation frequency and position","identifying the prompts where competitors dominate","analyzing the citation architecture and third-party sources supporting those recommendations","identifying authority and content gaps","and turning those findings into an improvement strategy"],"geography":"United States","slug":"best-ai-search-agencies-for-competitor-recommendation-analysis","title":"Best AI Search Agencies for Competitor Recommendation Analysis","use_case":"AI Search Agencies for Competitor Recommendation Analysis"}}