Dashboard: Marketing

Key Topics


Dashboard Description

The Marketing Dashboard aggregates and summarizes marketing performance at a company-wide level and by channel and vendor.  With the analysis and visualizations in the marketing dashboard, Daasity merchants should be able to identify:

  • Which channels and vendors are producing metrics reflective of efficient marketing spend?
  • Should you increase spend with any vendors?  Should you decrease spend with any vendors?
  • Are there major differences between first and last click metrics?

Channels & Vendors are identified either by the marketing integration or in the Marketing Spend and Channel Mapping data you provided.


You must identify a Vendor in both the Channel Mapping & Marketing Spend sheets in order for orders to be properly attributed to that Channel & Vendor. This is important for spend reporting and ROAS, CPO and CPA reports.


Pro vendors receive additional functionality in their marketing explores that is not available to Growth merchants:

  • Subchannel and media type classifications to split channels and vendors into more granular categories like acquisition vs retargeting and brand vs non-brand
  • The ability to map marketing campaigns to channels / vendors / subchannels / media types (note that this requires additional work to customize the data model)
  • The ability to expose data down to the ad level for vendors that allow us to pull data at that level (note that Facebook data is only captured at the campaign level)


The Marketing Dashboard has five sections:  

  1. Summary Statistics
  2. Vendor Specific Metrics
  3. Last Click vs First Click vs Vendor Reported Attribution
  4. Click and Impression Data
  5. Channel and Vendor Level Performance

Summary Statistics

In the top section you’ll find key metrics output at both WTD and MTD time intervals, including:

  • Spend by Vendor
  • Total Spend, CPA, CPO, and ROAS
  • ROAS broken down by Facebook vs Google

Additionally, you’ll find the new customer rates by Channel. Balancing new and returning customers is the goal of all businesses. Repeat purchases from existing customers keep costs down so that investment can be made to continue acquiring new customers to drive your business.

Are you seeing a large amount of existing customers coming through high cost paid channels like Paid Social? If so, consider strategies to shift those customers to lower cost channels by improving email / SMS campaigns.

Marketing Dashboard



If blended ROAS is trending down or CPO trending up, it’s time to dig in. Is it being driven by a certain channel?

  • Perhaps a ‘free’ channel (Organic, Email, Direct) is getting fewer orders
  • Is there more competition in a paid channel?  A new competitor flooding Facebook or Google can drive up ad fees. Or as you approach your peak selling season you may see rising cost per clicks for the same key words in Google and Facebook as more companies bid on those key words.
  • Has a particular vendor started to underperform?  Most merchants spend the bulk of their marketing budgets in Google and Facebook so taking a closer look at those vendors is a good place to start.

And vice versa, if ROAS is trending up and CPO is trending down, dig in to see why! Hopefully volume of orders has remained steady and a specific vendor happens to be more effective.  If that is the case, test out more spend with that vendor to see if the improvement is sustainable under higher spend.

Vendor Specific Metrics

The next two sections contain visualizations that display your vendor-reported performance.  This data is ingested directly from your marketing integrations.

The first section has time based graphs that show the trend by paid vendor so you can determine at-a-glance if one of your vendors is contributing to under or over performance.

Marketing Dashboard - Results


Last Click vs First Click vs Vendor Reported Attribution

The next section compares the vendor reported CPO and ROAS to the Last Click and First Click CPO and ROAS. It’s common for these metrics to be quite different for awareness driving ads and closer for ‘lower-funnel’ activities, such as branded paid search.

Marketing Dashboard -Last Click ROAS


First click and last click attribution use UTMs, the channel mapping BSD and the discount code BSD to apply orders into specific channels and vendors (and for PRO merchants, subchannels and media types).  Spend from each channel / vendor is then matched up against orders to determine the metrics for that channel / vendor. 

For last click metrics, orders are only counted in a specific channel / vendor if the customer last clicked through an ad on that vendor before they purchased.  

For first click metrics, orders are only counted in a specific channel / vendor if the customer first clicked through an ad on that vendor as part of their customer journey.  The GA First Click Data integration is required to see this information.  

Vendor reported metrics typically use "attribution windows" to determine if an order should be attributed to a specific vendor.  For example, Facebook defaults to a "7 day click / 1 day view" window.  If a customer clicks through a Facebook ad and lands on your site but does not purchase, then comes back to your site through ANY channel and purchases less than 7 days later, Facebook will count that as a "Facebook order".  

Vendor reported metrics will typically try to take as much credit as possible for orders, whereas Last Click metrics will often under-report for vendors like Facebook where spend often leads to a click but not necessarily an immediate purchase.  The "true" answer often lies somewhere in between these two methodologies.

For more on this, see here.

Click and Impression Data

The next section displays and compares impressions, clicks, cost per thousand (CPM) and cost per click (CPC) for vendors in which we have the data available via the API integration. 

Marketing Dashboard - Impressions CPC


Cost per thousand impressions and cost per click metrics can be an early indicator that performance is trending up or down.  Keeping an eye on these can help you make quick adjustments to marketing spend when you see your spend with a vendor becoming more or less efficient.

Channel and Vendor Level Performance

The final section contains Orders, Gross Sales, CPO, and CPA by Channel and by Vendor, for both first click and last click attribution models. This gives you a snapshot of the contribution each channel and vendor is making to your business.


Dashboard Requirements

For the Marketing Dashboard to work properly and be complete, merchants must have the following:

  • A Shopify integration
  • A Google Analytics integration
  • A Google Analytics First Click integration
  • At least one marketing integration
  • Channel mapping completely filled out in the Channel Mapping BSD


Total Spend WTD

Total Spend MTD

Blended CPA WTD

Blended CPA MTD

Vendor Reported ROAS WTD

Vendor Reported ROAS MTD

Vendor Reported CPO WTD

Vendor Reported CPO MTD





Spend by Vendor

% Orders From New vs Returning Customers

ROAS by Vendor Over Time

CPO by Vendor Over Time

Vendor Reported ROAS vs First Click and Last Click ROAS

Vendor Reported CPO vs First Click and Last Click CPO

Cost per Thousand Impressions

Impressions by Vendor

Cost per Click

Clicks by Vendor

Channel Performance Last Click

Channel Performance First Click

Vendor Performance Last Click

Vendor Performance First Click

Related Resources