{"buyer_scenarios":[{"fit":"not_best_suited","scenario":"Organizations needing a fully confirmed current price, model allowance, API, or enterprise-control specification before procurement ."},{"fit":"not_best_suited","scenario":"Teams needing historical backfill, since tracking begins at onboarding with no retroactive data (-1)."},{"fit":"not_best_suited","scenario":"Startups with minimal content or new websites without established authority signals (-1, )."},{"fit":"not_best_suited","scenario":"Organizations requiring content execution, creation, or technical optimization alongside monitoring (-5, -7)."}],"citations":{"source_mix":{"company_owned":20,"independent":25,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":39,"partial":5},"total_sources":45,"unique_domain_count":30},"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 Platforms for Recommendation Tracking","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","google","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Recommendation Tracking","subject":"Peec AI","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","google","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Peec AI","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Peec AI","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Peec AI","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Peec AI","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Peec AI","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/recommendation-tracking/peec-ai.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/recommendation-tracking/peec-ai","report_type":"fit_review","study_id":"AIMCI-STUDY-B65C260C4173","title":"Peec AI for AI Visibility Platforms for Recommendation Tracking: 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 11:37:45.514655+00","research_date":"2026-09-19","source_snapshot_sha256":"cb4e6383318bfe77020b382bf8479bbbdbc78f1167521165651203ab19aac835","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":39,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Peec AI is a good fit for AI Visibility Platforms for Recommendation Tracking, with caveats. Four of seven platforms named Peec AI during the ranking stage — a 57% share of included platform responses — and its average listed rank was 6.0, with one platform placing it first. The strongest reason to consider it is its documented ability to separate recommendations from mentions and citations, measure position and win rate, benchmark competitors, and track changes daily. The main limitation is verification: official-site retrieval failed, pricing conflicts across sources, and…","target_buyer":"Company or marketing team seeking AI Visibility Platforms for Recommendation Tracking","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Distinguish recommendations from simple mentions or citations","measure recommendation coverage and position","benchmark competitors","and track changes over time"],"geography":"United States","slug":"best-ai-visibility-platforms-for-recommendation-tracking","title":"Best AI Visibility Platforms for Recommendation Tracking","use_case":"AI Visibility Platforms for Recommendation Tracking"}}