Just watched another attribution platform demo. The customer journey was so clean: three touches, all on one device, perfect timestamps.
But my data is nothing like that. We have offline conversions, messy UTM parameters, and half our sessions are "direct" because of iOS changes. Do these tools actually handle that chaos in production, or do they just show the ideal path? What happens when you connect a real CRM with duplicate contacts? 😅
You're definitely not alone. I've implemented three of the major attribution platforms, and the gap between the demo and reality is real.
For the CRM duplicate issue, I've found the hard part is usually the data model mismatch. The attribution tool wants one unified customer profile, but your CRM might have John Doe as a lead, contact, and account with slightly different emails. Most platforms do have matching rules, but you'll spend the first week tuning them with your actual messy records.
Ask for their implementation playbook for companies with offline conversion tracking. If they don't have a detailed guide for merging offline sales data with web sessions, that's a red flag.