{"buyer_scenarios":[{"fit":"best_suited","scenario":"Marketing and SEO teams tracking citation frequency and source gaps across ChatGPT, Google AI Overviews, Google AI Mode, Microsoft Copilot, Perplexity, and Gemini ."},{"fit":"best_suited","scenario":"Agencies tracking multiple client brands with daily citation monitoring and multi-client workspaces (-22, )."},{"fit":"best_suited","scenario":"Teams prioritizing the \"used vs cited\" source distinction to understand content consumption versus explicit citation (-10, -2)."},{"fit":"best_suited","scenario":"Collaborative teams that benefit from unlimited user seats across all pricing tiers (, -22)."},{"fit":"not_best_suited","scenario":"Buyers requiring all available engines on an entry-level plan, since Starter through Advanced include three models by default and additional models incur add-on fees (-1, )."},{"fit":"not_best_suited","scenario":"Buyers requiring independently validated citation precision or recall measurements; no reviewed source independently audits these ."},{"fit":"not_best_suited","scenario":"Organizations needing AI traffic estimation or citation-to-lead attribution; Peec AI does not provide these (-11)."},{"fit":"not_best_suited","scenario":"Teams lacking internal execution capacity and expecting the platform to create, optimize, or publish content; the Actions module provides recommendations only (-22, )."}],"citations":{"source_mix":{"company_owned":19,"independent":25,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":39,"partial":5},"total_sources":44,"unique_domain_count":23},"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 Citation Tracking","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","google","grok","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Citation Tracking","subject":"Peec AI","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","google","grok","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Peec AI","unit":"platforms","value":6},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Peec AI","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Peec AI","unit":"platforms","value":4},{"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":3.5,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"Peec AI","platform_mentions":6,"platform_share":0.8571428571428571}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/citation-tracking/peec-ai.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/citation-tracking/peec-ai","report_type":"fit_review","study_id":"AIMCI-STUDY-8483ED6CBE1B","title":"Peec AI for AI Visibility Platforms for Citation 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 11:54:25.919295+00","research_date":"2026-09-19","source_snapshot_sha256":"50df6de10d07597c4e4470846fdff7e152dfbfb37a15355e86af295cd1363c91","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":33,"qualified_finalists":9,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Peec AI is a good fit for companies that need citation-frequency tracking, source-level analysis, competitor citation benchmarking, and historical trends across major AI answer engines. Six of the seven platforms in this study named Peec AI during ranking discovery, and it finished second overall with an average listed rank of 3.5. Its strongest differentiator is the \"used vs cited\" source distinction, which separates sources an AI model consumed from URLs it explicitly referenced. The main limitation is pricing and coverage ambiguity: public sources conflict on U.S. dollar amounts, model…","target_buyer":"Companies seeking AI Visibility Platforms for Citation Tracking across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Citation-frequency tracking","source-level analysis","platform comparisons","competitor citation benchmarking","historical trends","and the ability to connect citations with the prompts and answers in which they appear"],"geography":"United States","slug":"best-ai-visibility-platforms-for-citation-tracking","title":"Best AI Visibility Platforms for Citation Tracking","use_case":"AI Visibility Platforms for Citation Tracking"}}