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Data drives conversions & revenue, it doesn't matter what the GTM motion is. 3 𝐤𝐞𝐲 𝐝𝐚𝐭𝐚 𝐪𝐮𝐚𝐥𝐢𝐭𝐲 𝐚𝐧𝐝 𝐢𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧 𝐜𝐡𝐚𝐥𝐥𝐞𝐧𝐠𝐞𝐬 𝐛𝐚𝐬𝐞𝐝 𝐨𝐧 𝐨𝐮𝐫 𝐞𝐱𝐩𝐞𝐫𝐢𝐞𝐧𝐜𝐞: 1. Duplicate and inconsistent data across systems 2. Lack of proper integration between marketing and sales tools 3. Inadequate processes and governance around data quality A deeper dive - 1. Companies often have multiple systems that don't "talk" to each other well. This leads to duplicate records, inconsistent data formats, and an overall lack of a single source of truth for customer data. All these are conversion blockers. 2. Even when companies invest in tools like marketing automation, CRM, and account-based marketing platforms, the integrations between these systems are frequently not set up properly. This prevents seamless data flow and makes it difficult to get a complete picture of the customer journey across marketing and sales touchpoints. 3. Maintaining clean, accurate data requires well-defined processes, clear ownership, and robust governance. Many companies lack these foundational elements, resulting in poor data hygiene that undermines the effectiveness of their marketing and sales efforts, as well as their reporting and analytics capabilities. How to help solve this: Appoint a data steward - not someone who's butt gets kicked but someone who can kick butts. What does a data steward do? Prioritize data quality by implementing master data management practices, establishing integration standards, and fostering cross-functional collaboration between marketing, sales, and IT teams responsible for managing customer data assets. How are you solving your data issues?

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