Case study · One Iowa store · August 2026 on Meta

6,868 clicks to live VINs at $0.21 each.
Here's the fine print.

Every dealer has been handed a vendor report that looked great and meant nothing. So this page is written the way a skeptic would read it. Five questions you should ask about these numbers, and our straight answers, including the ones we can't fully answer yet.

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Meta Ads Manager · August 1–31, 2026 · Prospecting only
$0.21
Per link click to a VDP
7.1%
Link CTR · auto paid-social norm 0.8–1.7%
6,868
Link clicks in month one
~$960
Total media spend
What actually ran

One store. One platform. Every car on the lot.

No hand-picked hero units and no retargeting pool doing the heavy lifting. Here is the setup, so you can judge the numbers against it.

Store
One franchise dealer in Iowa. Named on request.
Platform
Meta only. Facebook and Instagram.
Creative
A vertical video per VIN, built from the store's own inventory photos and rebuilt on every price change.
Audience
Cold prospecting. In-market auto shoppers within about 40 miles of the store. No website retargeting, no customer lists, no lookalikes in this ad set.
Spend
About $960 in media for the month. Campaigns ran in the dealer's own ad account.
Objective
Link clicks to the vehicle detail page on the dealer's website. Not leads, not sales.
Poke holes in it

The five questions a skeptic should ask.

We wrote these the way a GM who has been burned before would ask them. Where we have the answer, it's here. Where we don't yet, we say so.

01

"Is $0.21 per VDP view, or per link click? Those aren't the same thing."

A link click on Facebook or Instagram is not a loaded VDP. On mobile, a meaningful share of people bounce, close the browser before the page loads, or tap by accident.

Straight answer

Correct. It's per link click. Meta counts a link click the moment the tap leaves the app, and some of those never finish loading the page. Anywhere on this site that says "VDP click" means a link click to a VDP URL, and the $0.21 is per link click. We don't call them VDP views.

The number that settles this is landed sessions in the dealer's own Google Analytics, matched to the Meta campaign. GA4 landed-session data for August is being pulled now. This paragraph will show link clicks next to landed VDP sessions and the real cost per landed session.

For scale: dealers on DealerRefresh report paying listing sites $0.54 to $1.38 per VDP view. Even if half of these clicks never landed, the cost per landed VDP would be about $0.28.

02

"A 7.1% CTR on a prospecting ad is suspicious. How much of that is Audience Network and accidental taps?"

High CTRs on automated video ads often come from placements inside mobile games and apps, where people tap while trying to close something.

Straight answer

7.1% is link CTR, not Meta's default CTR column. Meta's "CTR (all)" counts likes, photo taps, and profile visits and runs higher on this account. We quote link CTR everywhere because it's the stricter number. The first five days of the campaign ran at a 4.7% link CTR, and the month settled at 7.1% as the account learned.

Placement breakdown for August (Feed, Reels, Stories versus Audience Network) is being exported from Ads Manager and will be published here.

Whatever the split shows, this is your call: Audience Network is a checkbox in the campaign, and any dealer can have it turned off. Every campaign runs in your ad account, so you can check the placement report yourself without asking us.

03

"Your best CTR is the 65+ bracket. Aren't those low-intent clicks?"

Older users misclick more on social ads and complete fewer online forms than the 25 to 54 brackets.

Straight answer

Yes, the 65+ bracket clicked most, at an 8.48% link CTR, and we don't yet know how those clicks behaved on the site. We're not going to argue that older shoppers fill out forms at the same rate. We also won't pretend they aren't buyers. Plenty of new-car buyers at a franchise store are over 65, and they're more likely to pick up a phone than submit a form.

Engagement by age bracket from GA4 (landed sessions, time on VDP, and call or form events) will be posted here when the August export is in.

Two things you get regardless. Every monthly report shows CTR by age bracket, so you can see it, not dig for it. And if you want a bracket excluded or de-weighted, that's a targeting setting, and we'll change it.

04

"Comparing inventory video to a broad automotive benchmark is apples to oranges."

Inventory ads naturally out-click static brand ads. And if retargeting or custom audiences are mixed in, a cold-prospecting benchmark is the wrong yardstick.

Straight answer

The benchmark is real, and the comparison is fair on targeting. The 0.8% to 1.7% range is LocaliQ's 2025 Facebook Ads benchmark for the automotive vertical, which is the standard reference for paid social. This ad set was cold prospecting only. No website visitors, no CRM lists, no lookalikes. If any of those had been in the set, we'd have said so, and we'd expect the CTR to be higher still.

On the "inventory video out-clicks static brand ads" point: agreed, and that is the whole argument. The same store ran a lifestyle-audience brand ad set on Meta the same month. It came in about 75% below the automotive benchmark while the per-VIN video ads ran multiples above it. Same store, same platform, same month, same budget owner. The variable is the car in the creative.

Exact targeting parameters for this campaign are available to any dealer who asks, and every ad is public in the Meta Ad Library.

05

"Clicks are top of funnel. What did anyone do after they landed?"

Bounce rate, time on site, form fills, phone calls, chats, credit pulls, matched sales. Without those, this is a traffic report, not a business result.

Straight answer

We don't claim these clicks sold cars, and we won't. We don't believe a single ad sells a car. A buyer spends about 14 hours shopping, 7 of them online, and walks into about two stores. The job of these ads is to make sure your lot is one of the two, at a cost per VDP that beats what you pay the listing sites for the same thing.

That said, a traffic report should still show what the traffic did. Bounce rate, time on VDP, and on-site events (form, call, chat) for the August ad traffic, compared against the store's organic and search traffic, are being pulled from GA4 now.

Matched sales are a different matter. Matching CRM sales back to Meta impressions is your data and your call, and we'll help you set it up. We won't grade our own homework on it.

The vendor checklist

Send us the list. Here's where each item stands.

What a dealer should ask forStatus
GA4 landed-session data showing how many of the 6,868 link clicks loaded a VDPBeing pulled · August export
Placement breakdown: Feed, Reels, Stories versus Audience NetworkBeing pulled · August export
Bottom-of-funnel metrics: leads, chats, calls, on-site eventsBeing pulled · GA4 events
Matched CRM salesNot claimed · dealer-owned data
Exact targeting parameters, retargeting or custom audiences includedCold prospecting only · available on request
Independent verification of every numberYour ad account · Meta Ad Library

Link CTR benchmark: LocaliQ Facebook Ads Benchmarks 2025, automotive vertical. Buyer journey figures: Cox Automotive Car Buyer Journey 2024 and 2025. Listing-site cost per VDP view: dealer-reported ranges on DealerRefresh. This is one store and one month. It's early data, not a guarantee.

Run it on your lot. Read your own numbers.

Campaigns run in your ad account. Every ad is public in the Meta Ad Library. You get a one-page report every month with reach, video views, VDP clicks, and cost per VDP click. Month to month, no lock-in.

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