# kevel.co > AI-optimized mirror of kevel.co containing 906 pages totalling 592,778 words of clean markdown content, structured data, and semantic HTML. Original source: https://kevel.co. Last updated: 2026-07-18T07:30:53.031Z. Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG). ## Homepage - [mcp-kevel-com/index.html](/content/mcp-kevel-com/index.html) (6 words) - [Documentation | Kevel Audience](/content/docs-audience-kevel-com/index.html): Kevel Audience provides first-party data collection and segmentation for audience activation and personalization, all deployed on private infrastructure. (96 words) - [dev-kevel-com/index.html](/content/dev-kevel-com/index.html) (529 words) - [Kevel | The Retail Media Cloud®](/content/site-root.html): Ultimately, The Kevel Retail Media Cloud® allows you to launch a premium retail media network unique to your business that drives real business results. (894 words) ## Articles & Blog Posts - [CDP vs CRM — Understand the Differences & Use Cases](/content/kevel-com/blog/cdp-vs-crm/index.html): The combination of the CDP architecture and CRM can create an incredible customer experience and achieve higher customer satisfaction. (763 words) - [Build vs. Buy- The Ultimate SaaS Debate](/content/kevel-com/blog/ultimate-saas-debate-copy/index.html): Decide whether to build or buy ad infrastructure: compare extensibility, security, cost, deployment time and maintenance to choose the right ad solution. (1,223 words) - [Customer Data Platform Architecture — Key Concepts](/content/kevel-com/blog/cdp-architecture/index.html): Describing CDP architecture and explaining how it is transforming digital marketing strategies today. (1,931 words) - [How to Determine Your Ad Platform’s Pricing Model and Rates](/content/kevel-com/blog/how-to-price-ads/index.html): Set pricing models and ad rates for your custom ad platform with Kevel. Our ad infrastructure helps publishers build ad servers and maximize revenue. (400 words) - [Why A Unified ID Will Never Work - And Why Walled Gardens Will](/content/kevel-com/blog/unified-id-cookies/index.html): Third-party cookies are going away. Will an independent Unified ID solution win or will publishers opt to monetize their data themselves? (1,065 words) - [What is a Customer Data Platform?: CDP Definition And More](/content/kevel-com/blog/what-is-a-customer-data-platform-cdp-definition-and-more.html): CDPs are an increasingly popular investment for many businesses looking to meet consumer needs in an efficient, future-focused way. (1,176 words) - [The Leading 100 Awards Kevel “Standout” Status For 2023](/content/kevel-com/blog/kevel-awarded-the-leading-100/index.html): Kevel is honored to be recognized in The Leading 100’s 2023 marketing category. (364 words) - [Change History | Kevel Audience](/content/docs-audience-kevel-com/operations/change-history/index.html): Kevel Audience's change history tracks all configuration changes performed across system entities, making it possible to access and compare configuration versions. (308 words) - [2019 Releases | Kevel Audience](/content/docs-audience-kevel-com/changelog/2019/index.html): Release 19.12.1 – 2019-12-16 (1,160 words) - [2023 Releases | Kevel Audience](/content/docs-audience-kevel-com/changelog/2023/index.html):