Day zero revenue understates video customers by more than 2x

Here is the setup. A Meta new customer spends $64 on their first order. A YouTube new customer spends $104. On day zero, both look thin against their acquisition costs, and YouTube looks worst of all at a $478 nCAC. So the standard move is to kill the video spend and pour it back into whatever converts cheapest today. Now watch what happens after day zero.

A YouTube customer goes from $104 to $199 in 30 days. That is a 91% jump in one month, the steepest early payback curve of any channel with meaningful spend. By one year they are worth $235, a 2.26x multiple on their first order. TikTok shows the same shape at 2.29x. Meanwhile Meta, the cheap channel everyone trusts, grows its $64 first order to just $99, a 1.56x multiple, and Google manages only 1.36x. The channels that look worst on day zero compound the fastest. And to be clear about what the data does not say: even at one year, click credited revenue alone does not cover YouTube's $478 nCAC. That is the second half of the trap. The first versus last click grid below shows YouTube is under credited on last click, and none of these click based numbers count view driven purchases at all. Day zero math understates the customer by half, and click only credit understates the channel on top of it. Stack those two errors and killing video looks like discipline when it is actually a blind spot.

The honest read on this week: this is a structural pattern, not a calendar artifact. Video first channels acquire customers with lighter first orders that compound, and the shape holds across YouTube and TikTok in the same grid, in a plain late August week with no holiday selling event to distort it. Because this is aggregated across hundreds of accounts, no single brand's promotion can move these curves. What did move this week for calendar reasons is conversion rate, which dipped across most channels in typical late summer fashion. The LTV grid is built on a full year of cohort behavior, so the weekly dip does not touch the story.

03 / New Customer Acquisition 

The full acquisition picture, by channel

Notice the pattern in the % new column. The expensive video channels bring in the freshest buyers: 79% of YouTube's customers and 81% of TikTok's are first timers, versus 65% on Google and 59% on Microsoft. Video is doing prospecting work. Search is, in large part, closing demand that already exists. Conversion rates softened across most channels this week, a normal late summer move, with YouTube's new visit to customer rate down 15% week over week. 

04 / First Click vs Last Click 

Who starts the sale vs who takes the bow

Same story it always tells, and this week it stacks on top of the LTV story. YouTube reads 0.49 on first click but only 0.42 on last click, because it starts journeys that search and email finish. Google and Microsoft read higher on last click than first, because they take the bow at the end of journeys someone else started. If your reporting is last click and day zero, video channels get penalized twice: once for starting sales they do not get credit for closing, and once for acquiring customers whose value has not shown up yet. 

 Rank by ROAS and the new-customer share runs the other way

Take this week's channels and line them up by ROAS, best to worst. Microsoft leads at 2.76, then Google at 1.54, then the video and social channels trail with Meta at 0.51 and TikTok at 0.27. Standard picture. Now add one column next to it: the share of each channel's customers who are actually new to the brand.

The two columns point in opposite directions. Microsoft, the ROAS leader, is only 59% new. Google is 68% new. Meta, near the bottom on ROAS, is 89% new. YouTube is 85%. The higher a channel sits on ROAS, the smaller the fraction of its customers who are people you did not already have.

This is not a coincidence, it is how the metric is built. A channel like Google or Microsoft captures a lot of demand at the moment of purchase, and a good chunk of that demand is existing customers coming back to buy again. Those repeat orders are cheap to win and they land in the channel's revenue, so its ROAS looks strong. Meta and the video channels spend most of their effort in front of people who have never bought from you, which is harder and converts lower, so their ROAS looks weak even though they are doing the actual work of growing the business.

Put plainly, ROAS quietly rewards a channel for reselling to people you already have. The two dominant channels this week make the point on their own. Google's ROAS is three times Meta's, but roughly a third of Google's customers are repeat buyers, against barely one in ten on Meta. If you shift budget toward the higher ROAS number, you are partly paying to harvest demand you would likely have captured anyway, and starving the channel bringing in new humans.

The honest caveat, because this cuts both ways. A high repeat share is not a sin, closing existing demand efficiently is a real job and someone has to do it. The point is not that Google is bad and Meta is good. It is that ROAS alone cannot tell you which job a channel is doing, and if growth is your goal, the share of new customers belongs right next to the ROAS number, not three columns away. This is a quiet, no-drama week across the board, so read this as a standing structural feature of the data, not a one-week event.

03 / New Customer Acquisition 

The full acquisition picture, by channel

 Sorted by new share this time, so the pattern from the chart reads top to bottom. Meta and the video channels sit up top doing the prospecting, and by the time you reach the bottom of the list you are looking at the channels with the strongest ROAS. Meta held steady with conversion up a couple of points, the leveling off mentioned earlier. YouTube and TikTok conversion slipped on small volume, so treat those as wobbles. Pinterest ran thin again and carries an asterisk. 

04 / First Click vs Last Click 

Who starts the sale vs who takes the bow

This grid reinforces the same idea from a different direction. The channels that close, Google and Microsoft, gain ROAS on the last click model, the one closest to what platforms report. The channels that open, Meta and Pinterest, lose it. So the channel doing the most new customer work is also the one most likely to be under credited when you look at platform numbers. Two ways of measuring, same conclusion about who gets shortchanged. 

The click price held. Conversion is what moved.

Here is the reflex when your Meta new customer cost jumps. You assume the creative is fatiguing, or the algorithm turned on you, or the auction got more expensive. So you start tearing things apart. This week the aggregate data says slow down, because the usual suspect has an alibi.

Meta's cost per click this week was $1.09. The week before it was $1.10. It did not move. If the auction had gotten more expensive, that is the number that would have climbed, and it didn't. So the 8% rise in new customer cost, from $84 to $91, did not come from paying more for traffic.

It came from the other side of the equation. The rate at which a new visitor turned into a new customer fell from 2.7% to 2.4%, an 11% drop. Same priced clicks, fewer of them converting. That is what pushed the cost per new customer up. New customer volume fell too, down 14% on the week and down about 18% across the last three weeks.

Now the important part, and the reason this is a benchmark and not just your dashboard. A drop from 2.7% to 2.4% inside your own account is impossible to read. It could be your creative, your landing page, your offer, or nothing you did at all. You cannot tell from the inside. But when the same softening shows up across hundreds of accounts in the same week, with click prices flat, the most likely explanation is not that everyone's creative fatigued on the same Monday. It is late July. Demand softens, browsers convert a little worse, and the cost of a new customer drifts up for a few weeks. This reads as a market tide, not an account failure.

Notice what would have hidden this. Meta's blended ROAS held at 0.52, exactly where it has sat all month. If ROAS were your only gauge, this week looks identical to the last two and you would see nothing to explain. The move only shows up when you watch verified new customer cost and the pieces underneath it, the click price and the conversion rate, separately.

03 / New Customer Acquisition 

The full acquisition picture, by channel

Meta is still the cheapest new customer in the set at $91 and still 89% new, so it has not stopped being the prospecting engine. It just got a little harder to run this week. Google was flat, its conversion up a single point. YouTube's conversion rose 15% but off a small base, so read it as a wobble, not a trend. Pinterest ran on very few new customers and carries an asterisk, so it anchors nothing.

04 / First Click vs Last Click 

Who starts the sale vs who takes the bow

No surprises here, and that is expected from a rolling 90 day window. Last click still hands credit to the channels that close, Google and Microsoft, and still shorts Meta, the channel that opens. Worth noting only because it frames this week's Meta story: the channel already gets under credited on the way sales are reported, so a soft conversion week makes an easy target look even easier to cut. Resist that.