{"citations":{"source_mix":{"company_owned":31,"independent":20,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":29,"partial":2},"total_sources":51,"unique_domain_count":26},"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 Visibility Partners for Measurement and Execution","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","grok"],"predicate":"final_consensus_rank","qualifier":"AI Search Visibility Partners for Measurement and Execution","subject":"iPullRank","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","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":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"iPullRank","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":"iPullRank","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":"iPullRank","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.5,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"iPullRank","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-geo-agencies/visibility-measurement-execution/ipullrank.json","page_url":"https://aimarketingconsensusindex.com/ai-search-geo-agencies/visibility-measurement-execution/ipullrank","report_type":"fit_review","study_id":"AIMCI-STUDY-506838E7301C","title":"iPullRank for AI Search Visibility Partners for Measurement and Execution: 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 05:44:27.218471+00","research_date":"2026-09-18","source_snapshot_sha256":"1245f5dbec51b16c8f1dde7bc143b6afcf77b6103bf7003a8c1a86d1b6ce8e4d","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":45,"qualified_finalists":6,"ranking_unit":"Strategic partner, agency, platform, or service provider"},"schema_version":4,"summary":"iPullRank is a good fit for companies that want a consulting-led partner combining AI search measurement with hands-on execution, but it is not a self-serve monitoring platform. Two of the seven platforms in this study named iPullRank during the ranking stage — DeepSeek (rank 9) and Grok (rank 2) — giving it a 28.6% share of included platform responses and an average listed rank of 5.5. The strongest reason to consider it is its Relevance Engineering methodology, which pairs citation analysis and competitor benchmarking with content, technical, and measurement execution. The main limitation…","target_buyer":"Companies seeking AI Search Visibility Partners for Measurement and Execution across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI search and GEO agencies","category_criteria":["Understand where it appears across ChatGPT","Gemini","Perplexity","Claude","and other AI systems","benchmark competitors","analyze recommendations and citations","map the citation architecture and sources influencing those outcomes","identify why competitors outperform it","and then implement changes"],"geography":"United States","slug":"best-ai-search-visibility-partners-for-measurement-and-execution","title":"Best AI Search Visibility Partners for Measurement and Execution","use_case":"AI Search Visibility Partners for Measurement and Execution"}}