{"buyer_scenarios":[{"fit":"best_suited","scenario":"Enterprise B2B SaaS companies with 12+ month budget horizons and tolerance for slower content delivery (-1, -2)."},{"fit":"best_suited","scenario":"Financial services, healthcare, manufacturing, HVAC, law firms, and complex B2B verticals where thought leadership is a primary growth lever (-2)."},{"fit":"best_suited","scenario":"Buyers wanting an integrated GEO, SEO, thought-leadership, comparison-content, and lead-generation program rather than a standalone audit (, -6)."},{"fit":"best_suited","scenario":"Brands wanting to optimize placement in third-party product and comparison lists that feed AI recommendation algorithms ."},{"fit":"not_best_suited","scenario":"Buyers needing a productized GEO platform with public pricing and standardized dashboards ."},{"fit":"not_best_suited","scenario":"Buyers requiring independently audited evidence of recommendation visibility or guaranteed placement across ChatGPT, Gemini, Claude, Perplexity, and similar platforms ."},{"fit":"not_best_suited","scenario":"Small companies seeking a low-cost, short-term prompt-monitoring engagement ."},{"fit":"not_best_suited","scenario":"Companies with budget constraints under $8,000/month or seeking sub-6-month engagement windows (-1, -2)."}],"citations":{"source_mix":{"company_owned":31,"independent":10,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":36,"partial":5},"total_sources":42,"unique_domain_count":18},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Search Agencies for High-Intent Commercial Prompts","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["grok","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Search Agencies for High-Intent Commercial Prompts","subject":"First Page Sage","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["grok","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"First Page Sage","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","deepseek","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"First Page Sage","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"First Page Sage","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"First Page Sage","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.333333333333333,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"First Page Sage","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-geo-agencies/high-intent-commercial-prompts/first-page-sage.json","page_url":"https://aimarketingconsensusindex.com/ai-search-geo-agencies/high-intent-commercial-prompts/first-page-sage","report_type":"fit_review","study_id":"AIMCI-STUDY-62774E034C2C","title":"First Page Sage for AI Search Agencies for High-Intent Commercial Prompts: 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.","Company-owned citations materially outnumber independent citations; do not describe company claims as independently verified.","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":"2026-09-18 04:58:41.893611+00","research_date":"2026-09-18","source_snapshot_sha256":"5ef1b6f609cd327d026866e8965335af56e3626b5c5a579a867eec3d7e7f312e","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":39,"qualified_finalists":10,"ranking_unit":"Agency or consulting partner"},"schema_version":4,"summary":"First Page Sage is a good fit for enterprise B2B buyers that want a managed GEO program aimed at high-intent commercial prompts, but it carries material verification requirements. Three of seven platforms named it during ranking discovery — grok, openai, and perplexity — a 42.9% share of included platform responses, with an average listed rank of 4.33 and a best rank of 2 (grok). The strongest reason to consider it is its published GEO framework, comparison-content methodology, and explicit commercial-intent positioning. The main limitation is that no current client-specific GEO price,…","target_buyer":"Companies seeking AI Search Agencies for High-Intent Commercial Prompts across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI search and GEO agencies","category_criteria":["Identify these high-intent prompts","benchmark recommendation visibility","analyze competitors","map the citation architecture and sources influencing those answers","and develop a strategy to improve performance"],"geography":"United States","slug":"best-ai-search-agencies-for-high-intent-commercial-prompts","title":"Best AI Search Agencies for High-Intent Commercial Prompts","use_case":"AI Search Agencies for High-Intent Commercial Prompts"}}