AI-Produced Creative Delivered a 10% Lower Cost Per Lead Across 2,588 Leads

VUE Collection wanted to know whether AI video could hold its own against the creative their own team produces. So we ran the two against each other for two months, same audiences, same budget structure, same lead form. Here is what the data said.

The Challenge

Can AI Video Actually Compete With In-House Creative

VUE Collection curates boutique island and beach resorts, with inventory weighted toward the Maldives. They run their own lead intake, nurture, and sales. We run the media and the creative.

The question they brought us was a fair one, and most agencies would rather not answer it honestly. AI video production is faster and cheaper than a shoot. But cheaper only matters if the performance holds. If AI creative costs less to make and more to convert, the savings are imaginary.

There is only one way to answer that. Put both in the same auction, against the same people, at the same time, and let cost per lead settle it.

The Strategy

Build a Real Head-to-Head. Then Let the Numbers Decide.

Controlling Everything Except the Creative

We built two Meta campaigns in the same ad account with matching structure: same Leads objective, same bid cap strategy, same three interest audiences (Island Vacation Interest, Travel Interest, Newlywed and Newly Engaged), same United States and Australia geos, same ad caption, same native lead form. No landing page on either side. The only difference between the two campaigns was the video asset itself. Our AI-produced video opened on an aerial island shot and walked through the all-inclusive offer at Sun Siyam Iru Veli. The client's in-house video opened on a seaplane landing over the overwater villas.

The Matched-Spend Window

From June 14 to June 30, both campaigns spent within $17 of each other: $2,230 on ours, $2,213 on theirs. Our AI creative produced 554 leads at $4.03 each. The client's creative produced 526 leads at $4.21. A 4.3% cost advantage in the first two weeks, with more leads on slightly less relative spend. During that same window, one booking was attributed to the campaigns, worth $10,350, and it came from the AI creative. One booking is directional, not proof, so we treat it that way.

What Happened Over the Full Run

Across the full run from June 14 to August 12, the AI creative delivered 2,588 leads at $3.51 each against 1,137 leads at $3.90. That is a 10% cost advantage over 874,780 impressions. More telling than the blended number: the AI creative won in all three audience segments. Island Vacation Interest came in 9.5% cheaper, Newlywed and Newly Engaged 13.9% cheaper, and Travel Interest 17.1% cheaper. When an advantage shows up in every segment rather than one lucky pocket, it is a creative effect and not an audience effect.

Notes on the Test

Two things a reader deserves to know. First, over the full run our campaign spent roughly twice what the client's did, $9,088 against $4,429. Cost per lead is a rate and not a volume metric, so the comparison still holds, but delivery was not equal after June. Second, both campaigns ran at the same time against the same audiences in the same account, which means they competed against each other in the auction. That makes this a live head-to-head rather than a clean split test. Carousel ads in both campaigns spent under $15 and are excluded from every figure here. Booking attribution comes from the client's own reporting, not the Meta pixel.

Creative That Converts

Here is the part most people get wrong about this result. Click-through rate was effectively identical: 4.60% on the AI creative against 4.61% on the client’s. The AI video did not stop the scroll harder or hook better. What it did was cost less to serve and less to click, $0.23 per click against $0.28, and that difference compounded into a lower cost per lead. The honest read is that the two videos earned attention at the same rate, and one of them bought that attention more cheaply. See how we approach creative production.

10%

Lower Cost Per Lead (Full Run)

2,588

Leads From AI Creative

3 of 3

Audience Segments Won

$3.51

Cost Per Lead

Why It Worked

Because we tested instead of arguing. The debate about AI creative usually happens in opinion, on a call, with no numbers attached. We put $13,517 of real budget behind both answers and let the auction decide. The result is narrower than the headline suggests, and that is on purpose. This is one client, one channel, one resort offer, over two months. It does not prove AI creative beats human creative everywhere. What it does prove is that for this campaign, creative produced in a fraction of the time and cost of a traditional shoot performed at least as well and cost less per lead in every audience we tested. For an e-commerce brand pushing offers across a rotating inventory of properties, that changes the math on how much creative you can afford to make and how quickly you can refresh it.

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