{"citations":{"source_mix":{"company_owned":25,"independent":7,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":17,"partial":5},"total_sources":32,"unique_domain_count":13},"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 Building Agencies for SaaS Companies","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-17","platform_support":["google","kimi"],"predicate":"final_consensus_rank","qualifier":"AI Citation Building Agencies for SaaS Companies","subject":"Opositive","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-17","platform_support":["google","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Opositive","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-17","platform_support":["openai","perplexity","kimi","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Opositive","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Opositive","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-17","platform_support":["deepseek","grok"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Opositive","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Opositive","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-citation-authority-building/saas-agencies/opositive.json","page_url":"https://aimarketingconsensusindex.com/ai-citation-authority-building/saas-agencies/opositive","report_type":"fit_review","study_id":"AIMCI-STUDY-FB428F84946F","title":"Opositive for AI Citation Building Agencies for SaaS Companies: 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.","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 13:12:52.394922+00","research_date":"2026-09-17","source_snapshot_sha256":"7a4ebe6cf990f11cbc634ba937c52ce32a8062e1d58eb15b110f94a10329baa9","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":49,"qualified_finalists":7,"ranking_unit":"Agency or consulting partner"},"schema_version":4,"summary":"Opositive is a qualified but not fully de-risked fit for SaaS companies seeking an AI citation building agency. Two of seven platforms named it during ranking discovery, and its published service scope maps directly to citation architecture, competitor citation mapping, review and comparison source work, third-party authority development, first-party content, and citation measurement. The strongest reason to consider it is a documented, managed AI Citation Building Services offering with named workstreams and proprietary tracking tooling. The main limitation is that pricing, contract terms,…","target_buyer":"SaaS companies tracking category, comparison, alternatives, and product recommendation prompts","topic":{"base_category":"AI citation and authority building","category_criteria":["Citation architecture analysis","competitor citation mapping","review and comparison source analysis","third-party authority development","first-party content strategy","and measurement of citation and recommendation changes"],"geography":"United States","slug":"best-ai-citation-building-agencies-for-saas-companies","title":"Best AI Citation Building Agencies for SaaS Companies","use_case":"AI Citation Building Agencies for SaaS Companies"}}