AIVARA · Case studies

Proof, not promises.Here's what it sold.

Results from the ad and data platforms that run inside every AIVARA package.

29
dealer case studies
900
cars sold from the campaigns
$1.59M
gross profit from the ads, front + back
16.8x
gross profit for every $1 of ad spend
$165
ad spend per car sold, 78% below the $739 NADA average
Dealer case study map

Pick a pin. See what it did.

Every pin is colored by industry. Automotive pins are individual dealer case studies at the store's published city; open one to see the product behind it (Purchase-Intent Ads, Geo-Conquest + Matchback, or Website + Search Ads). Pins for every other industry are national benchmarks: one vertical's results across multiple clients, placed on the map by industry, not at a client location.

Location undisclosed
AutomotiveHome ServicesHome FurnishingsReal Estate + MoversLending + InsuranceHealthcareTravel + Hospitality

Click a pin to see the results. Click the map to enable scroll-zoom. Non-automotive pins are national benchmarks across many programs, placed by industry, not at a client location.

Automotive · Purchase-Intent Ads · dealer results

Every store, every number, one chart.

Four bars per store, one color per result. Pick a result above to see it on its own.
$426K20.3x187$112$223K11.1x75$267$159K14.4x67$164$220K49.0x66$68$214K17.0x48$263$65K7.4x30$295
jeep
Dan Deery
lexus
Moses Lexus
jeep
Ken Ganley
toyota
Moses Toyota
ford
Sharpnack
honda
Bristol Honda
Gross profit from the adsGross profit per $1 of ad spendCars sold from the adsAd spend per car sold
Automotive · Geo-Conquest · dealer results

What reaching the right homes sold.

Sales revenue matched to the homes that saw ads. Only dealers that published this number are shown.
$0K$250K$500K$750K$1.00M$534K$383K$300K+$233K
3-rooftop
Tafel M-B
Regional
AZ Ford
Industry benchmarks

Measured by vertical. Never blended.

Results across every household-level program in each vertical: ads delivered to the exact homes, every sale or conversion matched back to the house, and every program measured against a control group. Each card is one vertical's own outcome across multiple clients. Its map pin is a national benchmark placed by industry, not a single business location.

Automotive Confirmed Strongest in industry

Car Sales (Dealers)

$250per car sold
137
measured matchbacks
44
clients
2020
measured since
GeoframingIntentNew MoversIP TargetingAuto Intender Score

How programs ran: IP Targeting 72.3%, Geoframing 24.1%, Intent-to-Home 16.1% of matchbacks.

Proof on file: +66.5% visit lift vs. holdout for a Southwest Florida import dealer.
Automotive

Powersports + Golf Carts

24.05xROI
8
measured matchbacks
3
clients
2025
measured since
IntentIP Targeting

How programs ran: IP Targeting 75.0%, Intent-to-Home 62.5%, Digital Canvassing 12.5% of matchbacks.

Automotive

Auto Service + Repair

$57.08per conversion
6
measured matchbacks
2
clients
2022
measured since
GeoframingIntentNew MoversIP Targeting

How programs ran: IP Targeting 66.7%, Digital New Mover 33.3% of matchbacks.

KPIs are directional (logged matchbacks, pending review) unless marked confirmed. Verticals with fewer than 5 matchbacks have no published KPI yet and aren't shown.

In their words
Our sales increased by about 60%.
SASilverio AspericuetaPresident, Wasco Family Auto · California
Head and shoulders above any other we've tried.
JCJesse CaronInternet Director, Madera Ford · Madera, CA
A nice uptick in both leads and their quality.
DLDavid LivermoreGeneral Manager, Brighton Motors
How a sale gets counted

The dealer's sold file is matched against the shoppers (Purchase-Intent) or households (Geo-Conquest) the ads reached.

Gross profit vs. revenue

Purchase-Intent results are front + back gross profit. Geo-Conquest results are revenue. Gross per ad dollar uses ad spend only.

NADA comparison

NADA reports the average dealer spent $739 on advertising per new vehicle sold in 2025.

Want to see what this looks like for your store?

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