{"citations":{"source_mix":{"company_owned":28,"independent":20,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":43,"partial":5},"total_sources":48,"unique_domain_count":29},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best SMS Marketing Platform for Text Message Campaigns and Automation","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","openai"],"predicate":"final_consensus_rank","qualifier":"sms marketing and automation","subject":"Attentive","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Attentive","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-01","platform_support":["openai","deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Attentive","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","grok","kimi","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Attentive","unit":"platforms","value":4}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"Attentive","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://businesssoftwareconsensusindex.com/datasets/marketing-automation-and-email-marketing-software/sms-marketing-automation/attentive.json","page_url":"https://businesssoftwareconsensusindex.com/marketing-automation-and-email-marketing-software/sms-marketing-automation/attentive","report_type":"fit_review","study_id":"MCI-STUDY-FF77CC1DA762","title":"Attentive Review for Text Message Campaigns and Automation"},"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":"Business Software 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":"2026-10-01 22:25:12.831437+00","research_date":"2026-10-01","source_snapshot_sha256":"81cffc33c054986a9123cfdc3d3f639e1e6a63ea22f4b130060837a647a5872c","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":23,"qualified_finalists":8,"ranking_unit":"SMS marketing platform"},"schema_version":4,"summary":"Attentive is a good fit for U.S. retail, restaurant, and local-service businesses that want SMS as a primary marketing channel with managed compliance, two-way keyword journeys, and behavioral automation — but it is a weaker fit for very small or low-volume buyers who need transparent self-serve pricing. Two of seven platforms named Attentive during the ranking stage (openai, deepseek), a 28.6% share of included platform responses, at an average listed rank of 3.0 and a best listed rank of 2. The strongest reason to consider it is its compliance and deliverability tooling plus automated…","target_buyer":"A retail, restaurant, or local service business owner wants to add text messaging as a primary marketing channel alongside or instead of email.","topic":{"base_category":"Marketing Automation and Email Marketing Software","category_criteria":["SMS deliverability and carrier compliance","opt-in and TCPA compliance tools","two-way texting","automation triggers","pricing per message"],"geography":"United States","slug":"best-sms-marketing-platform-for-text-message-campaigns-and-automation","title":"Best SMS Marketing Platform for Text Message Campaigns and Automation","use_case":"sms marketing and automation"}}