{"buyer_scenarios":[{"fit":"best_suited","scenario":"Marketing, SEO, GEO, and content teams measuring brand mentions, rankings, citations, sentiment, and share of voice across AI engines."},{"fit":"best_suited","scenario":"Companies needing competitor citation-gap and source-authority analysis at domain and URL level (-1)."},{"fit":"best_suited","scenario":"Agencies or multi-stakeholder teams needing daily tracking, exports, dashboards, and multiple-user access ."},{"fit":"best_suited","scenario":"B2B SaaS companies with established content strategies tracking prompt-level visibility and share of voice."},{"fit":"not_best_suited","scenario":"Buyers seeking a full-service execution agency or automated content publishing and digital PR implementation."},{"fit":"not_best_suited","scenario":"Teams requiring end-to-end execution such as content creation, publication outreach, or site restructuring within a single platform."},{"fit":"not_best_suited","scenario":"Buyers needing AI-to-pipeline attribution, conversion tracking, revenue impact proof, or CRM integration (-3)."},{"fit":"not_best_suited","scenario":"Organizations requiring independently audited measurement methodology, guaranteed AI-platform coverage, or a mature enterprise procurement and security package without further verification."}],"citations":{"source_mix":{"company_owned":14,"independent":22,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":18,"partial":6},"total_sources":36,"unique_domain_count":21},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Citation Architecture Solutions for Measurement and Execution","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","deepseek","google","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Citation Architecture Solutions for Measurement and Execution","subject":"Peec AI","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","deepseek","google","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Peec AI","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-17","platform_support":["openai","anthropic","deepseek","grok","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Peec AI","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-17","platform_support":["perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Peec AI","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-17","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Peec AI","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6.6,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"Peec AI","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-citation-authority-building/architecture-measurement-execution/peec-ai.json","page_url":"https://aimarketingconsensusindex.com/ai-citation-authority-building/architecture-measurement-execution/peec-ai","report_type":"fit_review","study_id":"AIMCI-STUDY-32CBF0C6F740","title":"Peec AI for AI Citation Architecture Solutions 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.","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":"2026-09-17 20:15:46.327969+00","research_date":"2026-09-17","source_snapshot_sha256":"580c91599ecdc389f6b91d118276fc73292970b8a932a8bbbc2f3ee2945e7300","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":38,"qualified_finalists":6,"ranking_unit":"Software, service, or advisory solution provider"},"schema_version":4,"summary":"Peec AI is a good fit for the measurement half of AI citation architecture work and a weak fit for the execution half. Five of the seven platforms in this study named Peec AI during ranking discovery, and six of seven rated it a \"good\" fit for this use case, with one \"mixed\" and one \"uncertain\" rating. Its strongest asset is prompt-level citation measurement combined with competitor source mapping, source-type classification, and an Actions module that prioritizes gaps. Its main limitation is that it diagnoses rather than treats: it does not create content, run outreach, or implement…","target_buyer":"Companies seeking AI Citation Architecture Solutions for Measurement and Execution across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI citation and authority building","category_criteria":["Prompt-level citation measurement","recommendation intelligence","competitor source mapping","identification of first-party and third-party authority gaps","historical tracking","strategic interpretation","and execution support"],"geography":"United States","slug":"best-ai-citation-architecture-solutions-for-measurement-and-execution","title":"Best AI Citation Architecture Solutions for Measurement and Execution","use_case":"AI Citation Architecture Solutions for Measurement and Execution"}}