{"buyer_scenarios":[{"fit":"best_suited","scenario":"Agencies managing multiple client projects from one account, with isolated prompts and competitors per client (, -9)."},{"fit":"best_suited","scenario":"Agencies selling AI visibility, GEO, AEO, or LLMO reporting retainers where competitor benchmarking and citation analysis drive the client narrative (-7, -3)."},{"fit":"best_suited","scenario":"Teams already using Google's analytics stack, since the Looker Studio connector is native (-3, )."},{"fit":"best_suited","scenario":"Agencies willing to operationalize exports to BI tools or use MCP workflows to generate branded reports (-4, -2)."},{"fit":"not_best_suited","scenario":"Agencies requiring a confirmed native white-label portal, custom domain, or fully branded client login experience (-9, -12, )."},{"fit":"not_best_suited","scenario":"Agencies needing unlimited client projects or prompt capacity without a custom enterprise agreement ."},{"fit":"not_best_suited","scenario":"Buyers requiring SOC 2 Type II, HIPAA, SCIM, or public penetration testing reports for enterprise or regulated procurement (-4, -1)."},{"fit":"not_best_suited","scenario":"Agencies wanting content generation, optimization execution, or publishing bundled with monitoring (-1, )."}],"citations":{"source_mix":{"company_owned":15,"independent":21,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":30,"partial":6},"total_sources":36,"unique_domain_count":25},"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 White-Label AI Visibility Platforms for Agencies","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","google","kimi"],"predicate":"final_consensus_rank","qualifier":"White-Label AI Visibility Platforms for Agencies","subject":"Peec AI","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","google","kimi"],"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":["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","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":["perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Peec AI","unit":"platforms","value":1},{"claim_id":"claim-007","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":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/white-label-agencies/peec-ai.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/white-label-agencies/peec-ai","report_type":"fit_review","study_id":"AIMCI-STUDY-A607FF158262","title":"Peec AI for White-Label AI Visibility Platforms for Agencies: 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 10:36:21.187521+00","research_date":"2026-09-19","source_snapshot_sha256":"775ad428f9b82c1a71836e01aa8aceec6fd4f4a5cbe08ae3c334290fd431df30","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":45,"qualified_finalists":10,"ranking_unit":"Agency or consulting partner"},"schema_version":4,"summary":"Peec AI is a qualified but conditional fit for agencies that need white-label AI visibility reporting. Four of seven platforms named it during the ranking stage, and it finished second overall with an average listed rank of 3.5. Its strongest asset is purpose-built agency packaging: isolated client projects, unlimited client seats, credit-based prompt monitoring, competitor benchmarking, and citation tracking. The main limitation is white-label depth. Peec AI's own pages describe agency-branded reporting and dashboards, but independent reviewers say there is no native white-label portal, and…","target_buyer":"Agencies that need white-label AI search, audit, visibility, or reporting capabilities for client delivery","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["A platform with multi-client management","scalable prompt monitoring","competitor comparisons","citation and recommendation tracking","exportable reporting","and white-label or client-facing functionality"],"geography":"United States","slug":"best-white-label-ai-visibility-platforms-for-agencies","title":"Best White-Label AI Visibility Platforms for Agencies","use_case":"White-Label AI Visibility Platforms for Agencies"}}