{"category":{"slug":"customer-data-platforms","label":"Customer data platforms"},"methodology_url":"https://www.orbator.io/ai-index/methodology","license":"Free to use with attribution to orbator.io","date":"2026-06-28","engine":null,"available_dates":["2026-08-05","2026-08-03","2026-08-02","2026-07-28","2026-07-25","2026-07-24","2026-07-18","2026-07-17","2026-06-28","2026-06-27","2026-06-18","2026-06-17","2026-06-12"],"policy":{"quotable_engines":["anthropic","openai","gemini"],"max_excerpt_chars":400,"full_text_public":false,"customer_runs_public":false,"full_text_retention":"retained at least 24 months, then operator review","notes":["Only Index category runs are archived publicly — customer scans never appear.","The quotable unit is a short excerpt of at most 400 characters, never the full answer.","Engines outside the verbatim allowlist are recorded as having answered, with the excerpt withheld under their terms.","Prompt intent is published; the prompt text itself is not."]},"status":"ok","count":7,"limit":50,"truncated":false,"engines":[{"engine":"anthropic","count":7,"withheld":false,"answers":[{"engine":"anthropic","answered_on":"2026-06-28","prompt_intent":"best_in_category","excerpt":"I'll search for the best customer data platforms for unifying user data across tools.Based on current 2026 data, here are the best customer data platforms for unifying user data across tools:\n\n## Enterprise Solutions\n\nAdobe Real-Time CDP builds and maintains real-time profiles and audiences, allowing teams to use zero, first, second, and third-party data from warehouses or elsewhere alongside AI a","excerpt_withheld":false,"withheld_reason":null,"highlights":[{"start":218,"end":237,"name":"Adobe Real-Time CDP"}]},{"engine":"anthropic","answered_on":"2026-06-28","prompt_intent":"best_in_category","excerpt":"I'll search for the best CDP tools currently available for cross-channel marketing personalization.Based on current market research, here are the best CDP tools for personalizing marketing across channels:\n\n## Top CDP Platforms\n\n**Actionable/Campaign CDPs** (Best for Marketing Teams)\n\nBloomreach unifies customer data from any source and activates it in real time across email, SMS, web, mobile apps","excerpt_withheld":false,"withheld_reason":null,"highlights":[{"start":25,"end":28,"name":"CDP"},{"start":151,"end":154,"name":"CDP"},{"start":214,"end":217,"name":"CDP"},{"start":286,"end":296,"name":"Bloomreach"}]},{"engine":"anthropic","answered_on":"2026-06-28","prompt_intent":"problem_solving","excerpt":"I'll search for current best practices on creating a single customer view from multiple data sources.Based on current best practices, here are the main approaches and tools for creating a single customer view from multiple data sources:\n\n## Primary Solution: Customer Data Platform (CDP)\n\nA customer data platform (CDP) automates the process of ingesting data from hundreds of sources, cleansing and","excerpt_withheld":false,"withheld_reason":null,"highlights":[{"start":283,"end":286,"name":"CDP"},{"start":315,"end":318,"name":"CDP"}]},{"engine":"anthropic","answered_on":"2026-06-28","prompt_intent":"problem_solving","excerpt":"I'll search for current best practices on unifying app behavioral data with CRM and marketing data.Based on the latest approaches, here are the main strategies for unifying app behavioral data with CRM and marketing data:\n\n## Key Approaches\n\n### 1. **Customer Data Platform (CDP)**\nA customer data platform is software that collects customer data from multiple sources, uses identity resolution to bu","excerpt_withheld":false,"withheld_reason":null,"highlights":[{"start":275,"end":278,"name":"CDP"}]},{"engine":"anthropic","answered_on":"2026-06-28","prompt_intent":"alternatives","excerpt":"I'll search for information about affordable alternatives to large enterprise customer data platforms.Based on my search, here are the main affordable alternatives to large enterprise customer data platforms:\n\n## Budget-Friendly CDPs for Small to Medium Businesses\n\nFor small to medium businesses, Segment, Exponea, and BlueConic offer affordable solutions that can help smaller teams get started wit","excerpt_withheld":false,"withheld_reason":null,"highlights":[{"start":298,"end":305,"name":"Segment"},{"start":307,"end":314,"name":"Exponea"},{"start":320,"end":329,"name":"BlueConic"}]},{"engine":"anthropic","answered_on":"2026-06-28","prompt_intent":"comparison","excerpt":"I'll search for information on this topic to give you current insights.## Overview\n\nThe choice between composable and packaged CDPs for growing SaaS companies involves important trade-offs. Here's what you need to know:\n\n### Key Differences\n\nA Packaged CDP is an all-in-one, vendor-managed SaaS solution designed to provide customer data unification, segmentation, and activation in a single platform","excerpt_withheld":false,"withheld_reason":null,"highlights":[{"start":253,"end":256,"name":"CDP"}]},{"engine":"anthropic","answered_on":"2026-06-28","prompt_intent":"recommendation","excerpt":"I'll search for information about CDPs (Customer Data Platforms) that work well with SaaS product-led growth models.Based on current market analysis, there isn't a single \"best\" CDP for all SaaS product-led growth companies, but several platforms stand out depending on your specific needs:\n\n## Top CDPs for PLG SaaS Companies\n\n**For Developer-First PLG Teams:**\nmParticle serves B2B product-led grow","excerpt_withheld":false,"withheld_reason":null,"highlights":[{"start":178,"end":181,"name":"CDP"},{"start":363,"end":372,"name":"mParticle"}]}]}]}