What is Dark Attribution?

In the world of digital marketing, attribution is the process of assigning credit to the marketing channels that led to a conversion or sale. Accurate attribution is crucial for businesses to understand which channels are most effective in driving revenue and for making informed decisions about where to allocate their marketing budgets.

However, attribution can be a complex and challenging process, particularly when it comes to "dark" or difficult-to-track channels. These include channels such as email, organic search, and social media, which may not be directly measurable through traditional tracking methods.

Dark attribution refers to the difficulty in tracking a user's entire path to conversion, which can include multiple touchpoints across various channels and devices. For example, a user might see an ad for a product on social media, then search for the product on Google and finally make a purchase through a retargeting ad. Without proper tracking and attribution, it can be difficult to understand the role that each of these touchpoints played in driving the sale.

The Importance of Dark Attribution

Accurate attribution is crucial for businesses to make informed decisions about their marketing efforts. Without it, businesses may end up investing in channels that aren't actually driving revenue or miss out on opportunities to optimize their campaigns for maximum impact.

For example, if a business is only tracking conversions from paid search ads, they may not realize the impact that their social media or email marketing efforts are having on driving conversions. By accurately tracking and attributing conversions across all channels, businesses can make data-driven decisions about where to invest their marketing budgets and optimize their campaigns for maximum impact.

Using Grapevine for Post-Purchase Surveys on Shopify

One way to improve attribution and gain a better understanding of the impact of all marketing channels on driving sales is to use post-purchase surveys. These surveys are sent to customers after they make a purchase and ask them to provide feedback on their buying experience, including the channels they used to discover and purchase the product.

Grapevine is a post-purchase survey app that makes it easy for businesses to collect feedback from their customers and gain insights into the effectiveness of their marketing efforts. With Grapevine, businesses can track and attribute conversions across all channels, including difficult-to-track channels like social media and organic search.

By using Grapevine for post-purchase surveys, businesses can gain a better understanding of the entire customer journey, from discovery to purchase, and make data-driven decisions about their marketing efforts. With accurate attribution, businesses can optimize their marketing campaigns for maximum impact and drive revenue growth.

In conclusion, dark attribution is a complex and challenging process, but it's crucial for businesses to accurately track and attribute conversions across all channels. By using post-purchase survey apps like Grapevine, businesses can gain a better understanding of the entire customer journey and make data-driven decisions about their marketing efforts.

Setup a post-purchase survey on Shopify using Grapevine