--- title: "Blog: customer experience from A to Z | Engagement Factory | Data Marketing" description: Data Marketing | Our customer experience specialists share exclusive insights to inform and inspire you about all the ins and outs surrounding customer experience. --- # Blog. ##### Categories [![Do you need a Customer Data Platform?](https://www.engagementfactory.com/hubfs/EngagementFactory_April2021/Images/fundamentals-engagement-management_768x432@2x.jpg) Customer behaviour ##### Do you need a Customer Data Platform? 11 January 2023 2 minutes Meet the author Stuart Ormiston is technologist with a background in Computer Science and Information systems. For his entire career, he has been supporting customers in enhancing their businesses using technology solutions like MAP, CRM and CDP . He is interested in CX, data, artificial intelligence, and crypto.... ](https://www.engagementfactory.com/en/blog/do-you-need-a-customer-data-platform?hsLang=en) [![How can we see it coming?](https://www.engagementfactory.com/hubfs/DSS%20Blog%20-%20How%20Can%20We%20See%20it%20Coming/EF-Blog-Forcast-Accuracy_Content-Image3-400x300.jpg) Consumer Sentiment ##### How can we see it coming? 19 May 2022 3 minutes 3 lessons learned to improve your forecast accuracy on disrupting events Recently a lot of disruptive events, like the pandemic, have occurred which many of us, myself included, didn’t see coming. The cost of doing business shows a strong increase driven by the higher energy - and raw material -prices. Despite their advanced business intelligence, many businesses weren’t prepared, and are now facing unexpected challenges to overcome. Instead of asking ourselves “Why didn’t we see it coming?”, I would like us to challenge ourselves with the question of “How can we see it coming?”.... ](https://www.engagementfactory.com/en/blog/how-can-we-see-it-coming?hsLang=en) [![4 Common Misconceptions and Solutions for Data-Driven Marketing](https://www.engagementfactory.com/hubfs/EF-Data-Driven-Marketing-Blog-Content-Image04_600x340@3x.jpg) Data & analysis ##### 4 Common Misconceptions and Solutions for Data-Driven Marketing 16 November 2021 4 minutes Marketers today have a wealth of information available at their fingertips. We can know where our leads come from, what they’re interested in and what influences their buying process. However, quantity does not always equal quality. With how marketing campaigns have become so reliant upon data-driven strategies, we wanted to offer some tips and tricks for data-driven marketing based on our experience.... ](https://www.engagementfactory.com/en/blog/4-common-misconceptions-and-solutions-for-data-driven-marketing?hsLang=en) [1](https://www.engagementfactory.com/en/blog/tag/data-marketing/page/1) Search… ### Categories - [Account-Based Marketing (1)](https://www.engagementfactory.com/en/blog/tag/account-based-marketing) - [All-Star (1)](https://www.engagementfactory.com/en/blog/tag/all-star) - [All-Star Program (1)](https://www.engagementfactory.com/en/blog/tag/all-star-program) - [Apple Update (1)](https://www.engagementfactory.com/en/blog/tag/apple-update) - [Assortment Planning (1)](https://www.engagementfactory.com/en/blog/tag/assortment-planning) - [Blend360 (1)](https://www.engagementfactory.com/en/blog/tag/blend360) - [Concepts & creative (10)](https://www.engagementfactory.com/en/blog/tag/concepts-creative) - [Consumer Sentiment (1)](https://www.engagementfactory.com/en/blog/tag/consumer-sentiment) - [Content marketing (10)](https://www.engagementfactory.com/en/blog/tag/content-marketing) - [conversions (1)](https://www.engagementfactory.com/en/blog/tag/conversions) - [Crisis (1)](https://www.engagementfactory.com/en/blog/tag/crisis) - [Customer behaviour (4)](https://www.engagementfactory.com/en/blog/tag/customer-behaviour) - [Customer Centric (1)](https://www.engagementfactory.com/en/blog/tag/customer-centric) - [Customer Journey (1)](https://www.engagementfactory.com/en/blog/tag/customer-journey) - [Data & analysis (9)](https://www.engagementfactory.com/en/blog/tag/data-analysis) - [Data Marketing (3)](https://www.engagementfactory.com/en/blog/tag/data-marketing) - [Datascience (2)](https://www.engagementfactory.com/en/blog/tag/datascience) - [Digital (1)](https://www.engagementfactory.com/en/blog/tag/digital) - [Digital Marketing (4)](https://www.engagementfactory.com/en/blog/tag/digital-marketing) - [Digital Tools (6)](https://www.engagementfactory.com/en/blog/tag/digital-tools) - [Digital Transformation (1)](https://www.engagementfactory.com/en/blog/tag/digital-transformation) - [Email Marketing (1)](https://www.engagementfactory.com/en/blog/tag/email-marketing) - [Forcasting (1)](https://www.engagementfactory.com/en/blog/tag/forcasting) - [Forecasting Model (1)](https://www.engagementfactory.com/en/blog/tag/forecasting-model) - [Graduate (1)](https://www.engagementfactory.com/en/blog/tag/graduate) - [Mail Privacy Protection (1)](https://www.engagementfactory.com/en/blog/tag/mail-privacy-protection) - [Marketing (2)](https://www.engagementfactory.com/en/blog/tag/marketing) - [Marketing Automation (1)](https://www.engagementfactory.com/en/blog/tag/marketing-automation) - [Marketing Innovation digital (2)](https://www.engagementfactory.com/en/blog/tag/marketing-innovation-digital) - [Marketing Strategy (2)](https://www.engagementfactory.com/en/blog/tag/marketing-strategy) - [Marketing Tech Stack (1)](https://www.engagementfactory.com/en/blog/tag/marketing-tech-stack) - [Marketing Tools (1)](https://www.engagementfactory.com/en/blog/tag/marketing-tools) - [measurement (1)](https://www.engagementfactory.com/en/blog/tag/measurement) - [measurements (1)](https://www.engagementfactory.com/en/blog/tag/measurements) - [media measurement (1)](https://www.engagementfactory.com/en/blog/tag/media-measurement) - [new measurement (1)](https://www.engagementfactory.com/en/blog/tag/new-measurement) - [News (9)](https://www.engagementfactory.com/en/blog/tag/news) - [Omni Channel Marketing (1)](https://www.engagementfactory.com/en/blog/tag/omni-channel-marketing) - [Organisation (8)](https://www.engagementfactory.com/en/blog/tag/organisation) - [Paid Ads (1)](https://www.engagementfactory.com/en/blog/tag/paid-ads) - [Paid Campaigns (1)](https://www.engagementfactory.com/en/blog/tag/paid-campaigns) - [Paid Social (1)](https://www.engagementfactory.com/en/blog/tag/paid-social) - [Paid Social Media Campaigns (1)](https://www.engagementfactory.com/en/blog/tag/paid-social-media-campaigns) - [performance (3)](https://www.engagementfactory.com/en/blog/tag/performance) - [Relationship (1)](https://www.engagementfactory.com/en/blog/tag/relationship) - [Revenue Growth Management (3)](https://www.engagementfactory.com/en/blog/tag/revenue-growth-management) - [Sentiment Measurement (1)](https://www.engagementfactory.com/en/blog/tag/sentiment-measurement) - [strategic marketing (1)](https://www.engagementfactory.com/en/blog/tag/strategic-marketing) - [Strategy (18)](https://www.engagementfactory.com/en/blog/tag/strategy) - [Sustainability (1)](https://www.engagementfactory.com/en/blog/tag/sustainability) Search… ## Recommended for you. ##### [![Engagement Factory further expands partner network with Marketo.](https://www.engagementfactory.com/hubfs/EngagementFactory_April2021/Images/marketo-partnership_768x432@2x.jpg) Engagement Factory further expands partner network with Marketo. 27 February 2019](https://www.engagementfactory.com/en/blog/engagement-factory-further-expands-partner-network-with-marketo?hsLang=en) ##### [![Why marketing innovation is important right now.](https://www.engagementfactory.com/hubfs/EngagementFactory_April2021/Images/blog-image_768x432@2x.jpg) Why marketing innovation is important right now. 8 April 2020](https://www.engagementfactory.com/en/blog/why-marketing-innovation-is-important-right-now?hsLang=en) ##### [![Always-on campaigns & the art of TLC.](https://www.engagementfactory.com/hubfs/Imported_Blog_Media/always-on-campaigns-blog_768x432.jpg) Always-on campaigns & the art of TLC. 4 November 2020](https://www.engagementfactory.com/en/blog/always-on-campaigns-the-art-of-tlc?hsLang=en) ##### [![The Top 5 CX trends in 2023](https://www.engagementfactory.com/hubfs/5CX_Blog_Header.png) The Top 5 CX trends in 2023 13 April 2023](https://www.engagementfactory.com/en/blog/top-5-cx-trends?hsLang=en) #### Don’t miss out on the latest customer experience intel. The latest customer engagement insights delivered straight to your inbox. [INSPIRE ME ](https://www.engagementfactory.com/en/inspiration?hsLang=en)