{"_meta":{"schema":"top11-recommend-v1","self":"https://topelevens.com/api/lists/customer-data-platform/recommend","list":"https://topelevens.com/api/lists/customer-data-platform","usage":"Query params: problem (free text), segment (persona/vertical), budget ($, $$, $$$), max_risk (none|low|moderate|elevated, drops firms with higher verified risk), limit (1-11)."},"slug":"customer-data-platform","list_title":"The 11 Best Customer Data Platforms (CDPs)","query":{"problem":null,"segment":null,"budget":null,"max_risk":null},"note":"No problem given, so returning the editorial Top 3.","matched":[{"rank":1,"name":"Twilio Segment","url":"https://segment.com","score_out_of_94":9.3,"best_for":"Developer-centric organizations that need a flexible, API-first platform with the widest array of integrations.","price_band":"$$$","solves":["Data Silos","Fragmented Customer Data"],"personas":["Growth Engineer","Data-driven Marketer"],"risk_level":"none","risk_summary":"No material public risk signals as of 2026-06-17.","why":"#1 Twilio Segment: The market leader for its vast integration library and developer-first approach.","anchor":"/customer-data-platform#rank-1"},{"rank":2,"name":"Tealium","url":"https://tealium.com","score_out_of_94":9.1,"best_for":"Large enterprises in regulated industries like finance and healthcare that require strong data governance and compliance features.","price_band":"$$$$","solves":["Privacy Compliance","Inconsistent Personalization"],"personas":["Enterprise Marketing Leader","Chief Data Officer"],"risk_level":"none","risk_summary":"No material public risk signals as of 2026-06-17.","why":"#2 Tealium: Best for regulated enterprises due to superior governance and privacy features.","anchor":"/customer-data-platform#rank-2"},{"rank":3,"name":"mParticle","url":"https://www.mparticle.com","score_out_of_94":8.9,"best_for":"Mobile-first B2C companies that need to unify customer data across web, mobile apps, and OTT platforms.","price_band":"$$$$","solves":[],"personas":[],"risk_level":"none","risk_summary":"No material public risk signals as of 2026-06-17.","why":"#3 mParticle: Top choice for mobile-app-focused brands needing deep app data integration.","anchor":"/customer-data-platform#rank-3"}]}