AIVARA · Case studies

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

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

58
dealer case studies + 29 industry benchmarks
900
cars sold from the campaigns
$1.59M
gross profit from the ads, front + back
1,199
sales + conversions matched back to the home, 7 industries
$165
ad spend per car sold, 78% below the $739 NADA average
Case study + benchmark 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

153 matchbacks since 2020
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.

Home Services

323 matchbacks since 2019
Home Services Confirmed Strongest in industry Storefront

Flooring

$24:1return
32
measured matchbacks
12
clients
2021
measured since
GeoframingIntentNew MoversCanvassingIP TargetingFlooring Score
Proof on file: $24:1 for a national flooring brand, on program 6+ years and counting.
Home Services

Windows + Doors

13.8xROI
63
measured matchbacks
17
clients
2019
measured since
IntentNew MoversCanvassingIP Targeting
Home Services

HVAC

29.44xROI‡
52
measured matchbacks
18
clients
2020
measured since
IntentNew MoversCanvassingIP Targeting
Home Services

Roofing

302.93xROI‡
31
measured matchbacks
18
clients
2021
measured since
IntentNew MoversCanvassingIP Targeting
Home Services

Closets + Organization

27.9xROI‡
27
measured matchbacks
8
clients
2023
measured since
IntentNew MoversCanvassingIP Targeting
Home Services

Plumbing + Septic

$211per conversion
26
measured matchbacks
8
clients
2024
measured since
IntentNew MoversCanvassingIP Targeting
Home Services

Pest Control

$26.07per conversion‡
20
measured matchbacks
12
clients
2020
measured since
IntentNew MoversCanvassingIP Targeting
Home Services

Other Home Services

$224per conversion
15
measured matchbacks
6
clients
2022
measured since
IntentNew MoversCanvassingIP TargetingIP+
Home Services

Lawn + Landscaping

$104per conversion
13
measured matchbacks
13
clients
2022
measured since
IntentNew MoversCanvassingIP Targeting
Home Services

Outdoor Living, Pools + Fencing

$294per conversion
12
measured matchbacks
7
clients
2020
measured since
IntentNew MoversCanvassingIP Targeting
Home Services

Exteriors + Siding

22.25xROI‡
9
measured matchbacks
6
clients
2024
measured since
IntentNew MoversCanvassingIP Targeting
Home Services Storefront

Kitchen + Bath Remodeling

$132per conversion‡
6
measured matchbacks
5
clients
2021
measured since
GeoframingIntentNew MoversCanvassingIP Targeting
Home Services Storefront

Painting

5.26xROI
6
measured matchbacks
2
clients
2024
measured since
GeoframingIntentNew MoversCanvassingIP Targeting
Home Services

Basement, Foundation + Waterproofing

$206per conversion
5
measured matchbacks
4
clients
2021
measured since
IntentNew MoversCanvassing

Home Furnishings

386 matchbacks since 2020
Home Furnishings Strongest in industry Storefront

Furniture

45.26xROI
385
measured matchbacks
84
clients
2020
measured since
GeoframingIntentNew MoversCanvassingIP Targeting

How programs ran: Digital New Mover 72.5%, IP Targeting 20.3%, Digital Canvassing 13.5% of matchbacks.

Proof on file: 46.26x ROAS across 20 monthly New Mover programs for a western furniture retailer (Aug 2021 to May 2023).

Real Estate + Movers

50 matchbacks since 2021
Real Estate + Movers Strongest in industry

Moving Companies

14.21xROI‡
30
measured matchbacks
11
clients
2021
measured since
IntentNew MoversIP TargetingHome ShoppersHome-Buying Score

How programs ran: Digital New Mover 70.0%, IP Targeting 30.0%, Geoframing 3.3% of matchbacks.

Real Estate + Movers

Home Builders + Communities

357.47xROI
11
measured matchbacks
3
clients
2022
measured since
IntentCanvassingIP TargetingIP+Home ShoppersHome-Buying Score

How programs ran: IP+ 81.8%, Digital Canvassing 63.6%, IP Targeting 54.5% of matchbacks.

Real Estate + Movers

Real Estate Agents + Brokerages

$640per conversion
9
measured matchbacks
5
clients
2021
measured since
GeoframingIntentIP TargetingHome ShoppersHome-Buying Score

How programs ran: IP Targeting 88.9%, IP+ 11.1%, Geoframing 11.1% of matchbacks.

Lending + Insurance

196 matchbacks since 2019
Lending + Insurance Strongest in industry

Banking + Lending

$28.73per conversion‡
177
measured matchbacks
48
clients
2020
measured since
GeoframingIntentNew MoversIP TargetingHome-Buying Score

How programs ran: IP Targeting 62.1%, Digital New Mover 22.0%, Geoframing 18.1% of matchbacks.

Lending + Insurance

Insurance

$245per conversion
19
measured matchbacks
10
clients
2019
measured since
GeoframingIntentNew MoversIP TargetingHome-Buying Score

How programs ran: IP Targeting 84.2%, Geoframing 15.8%, IP+ 5.3% of matchbacks.

Healthcare

32 matchbacks since 2020
Healthcare Strongest in industry

General Healthcare

$33.61per conversion
9
measured matchbacks
5
clients
2020
measured since
GeoframingIntentNew MoversIP Targeting
Healthcare

Primary Care + Senior Health

$16.94per conversion
7
measured matchbacks
1
client
2021
measured since
GeoframingIntentNew MoversIP Targeting
Healthcare

Pharma + Supplements

1.47xROI‡
6
measured matchbacks
4
clients
2020
measured since
GeoframingIntentNew MoversIP Targeting
Healthcare

Senior Living + Rehab

$248per conversion
5
measured matchbacks
3
clients
2020
measured since
GeoframingIntentNew MoversIP Targeting

Travel + Hospitality

59 matchbacks since 2020
Travel + Hospitality Strongest in industry

Hotels + Lodging

79.41xROI‡
50
measured matchbacks
6
clients
2021
measured since
GeoframingCanvassingIP TargetingIP+

How programs ran: IP Targeting 98.0%, Digital Canvassing 24.0%, IP+ 16.0% of matchbacks.

Travel + Hospitality

Attractions + Destinations

$15.02per conversion
9
measured matchbacks
6
clients
2020
measured since
GeoframingIntentIP Targeting

How programs ran: IP Targeting 77.8%, Intent-to-Home 44.4%, IP+ 11.1% 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.

‡ Average driven by a few large programs; typical programs are more modest.

Healthcare geoframing builds are compliance-reviewed before launch.

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.

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