{"buyer_scenarios":[{"fit":"best_suited","scenario":"Solopreneurs and small content teams with 1-5 people testing AI visibility for the first time (-8)."},{"fit":"best_suited","scenario":"Marketing or content managers who need understandable visibility, position, sentiment, and share-of-voice metrics (openai:peec-visibility)."},{"fit":"best_suited","scenario":"Small businesses with unlimited-seat collaboration needs, since Peec includes unlimited users at the entry tier (-5, -4)."},{"fit":"best_suited","scenario":"Businesses willing to spend approximately $95/month for a specialized AI-search monitoring tool (openai:peec-independent-review)."},{"fit":"not_best_suited","scenario":"Businesses expecting automated content creation, optimization briefs, or actionable recommendations (-1, -2)."},{"fit":"not_best_suited","scenario":"Teams with budget constraints under $95/month seeking entry-level tracking (-9)."},{"fit":"not_best_suited","scenario":"Brands needing to track more than three AI models without additional per-model fees (-9, -7)."},{"fit":"not_best_suited","scenario":"Performance marketers who need AI-to-conversion attribution or traffic analysis (-10)."}],"citations":{"source_mix":{"company_owned":12,"independent":29,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":14,"partial":8},"total_sources":42,"unique_domain_count":34},"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 Small Businesses","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 Small Businesses","subject":"Peec AI","unit":"rank","value":1},{"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":["openai","anthropic","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Peec AI","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Peec AI","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","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":2.8333333333333335,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Peec AI","platform_mentions":6,"platform_share":0.8571428571428571}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/small-businesses/peec-ai.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/small-businesses/peec-ai","report_type":"fit_review","study_id":"AIMCI-STUDY-C12D5DE9D969","title":"Peec AI for AI Visibility Platforms for Small Businesses: 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 09:00:49.311215+00","research_date":"2026-09-19","source_snapshot_sha256":"a21057ce1512c48f020a0f2f7a77c42a29df2ef43371434fddef08ce433feda6","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":31,"qualified_finalists":8,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Peec AI is a good fit for small businesses that want straightforward AI visibility tracking, competitor comparisons, and understandable reports at a moderate entry price. Six of the seven platforms in this study named Peec AI during the ranking stage, and five of those six rated it a \"good\" fit for this use case. The strongest reason to consider it is the Starter plan's combination of daily tracking, 50 prompts, three AI models, unlimited user seats, and competitor share-of-voice views. The main limitation is that Peec AI is a monitoring tool: it reports visibility gaps but does not generate…","target_buyer":"Small businesses that need affordable, practical AI search or content optimization support without a large SEO team","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Straightforward tracking","useful competitor comparisons","understandable reports","and reasonable pricing"],"geography":"United States","slug":"best-ai-visibility-platforms-for-small-businesses","title":"Best AI Visibility Platforms for Small Businesses","use_case":"AI Visibility Platforms for Small Businesses"}}