Todd Morgenfeld
Analyst · Barclays. Please go ahead your line is open
So with respect to, Ross, to the guide for the year, what I would say is that we had a very strong Q4 this year. And it was strong in three areas that may not be directly extensible into Q1, Q2 and Q3, even though I have a lot of confidence that toward the end of next year, it will show up again around Black Friday and Cyber Monday time period. So the first source of strength in Q4 was around conversion optimization. As you noted, it grew 150% and that's driven by a 2.5 times improvement in attributable conversions that we saw this Q4 versus a year ago. And frankly, investments in the product that we made that paid off like new conversion events, like add to cart that we launched earlier in the year that paid off in Q4 and a lot of the work that we've been talking about on the calls around tag integration and efforts to make sure those tags were working as expected in Q4, those help to drive that that performance. A year ago, we had three times as many conversions in Q4 as we did in Q1. And so that speaks to some of the seasonality that you may expect to see in Q1, where I would frankly expect a little bit more --slightly more seasonality or slight increase in the amount of a step down in Q4 to Q1 sequentially. I would say the second source of strength would have the same impact. We saw a lot of strength inflated campaigns around seasonal moments from CPG advertisers in the fourth quarter. These are advertisers like Albertsons who came up with static and video, festive theme, food and drink idea, pins around events like holidays like Halloween, Thanksgiving and the end of your holidays and that drove a lot of store lift. But those types of campaigns, again, are heavy, they're slighted and their Q4 events. So I think we'll have strengthened CPG, but it's skewed towards Q4. And then finally, the international market, as I talked about earlier, tends to be still in test phase and not necessarily always on budget. So I'm super encouraged by what we saw in Q4, but it speaks to a little bit more seasonality going into Q1. The only other thing I would say is Easter last year was almost entirely a Q2 event. And this year, it's basically split between Q1 and Q2.