Automotive case studies

Automotive case studies: evidence from real measurement work

Start with the business problem, see what Sophus3 measured or changed, then inspect the evidence behind the outcome.

Media impactTV and streaming exposure connected to automotive behaviour
Measurement qualityTracking, KPIs and reporting designed around real decisions
Market capabilityDigital programmes that work across teams and countries
Diagram: Carwow in-market car buyers and Sophus3 website analytics feed a privacy-safe match with registered ITVX users, enabling smart targeting on ITVX and measurement of site visits, model engagement and digital market share ITV × CarwowTV attribution +181%more likely to visit the advertiser’s site
Case study 01

See what viewers do after an automotive ad

Auto Match links ITVX streamed-TV exposure with what in-market car buyers do next on brand websites and Carwow. More than ten manufacturers used it in its first year.

10+ manufacturers12 months of campaignsModel engagement
01
Challenge

Show what in-market car buyers do after seeing an addressable TV ad, not just how many saw it.

02
Approach

Match Carwow in-market buyers with registered ITVX users, target them on ITVX, then measure visits, model engagement and digital market share.

03
Outcome

Viewers were 181% more likely to visit the advertiser’s site and 50% more likely to engage with the advertised model, with an 18% uplift in digital market share.

Evidence noteAuto Match viewers compared with the average visitor across more than 12 months of campaigns (October 2026). Measured behaviour, not vehicle sales.
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Three-stage diagram of the Zapmap app analytics project: agree business goals and KPIs, repair and validate tracking, then report for decisions in Looker Studio ZapmapApp analytics 3 stagesgoals, tracking, reporting
Case study 02

Make analytics useful to the people building the product

A practical measurement programme connected business questions, tracking quality and reporting for an EV charging app.

KPI designApp trackingLooker Studio
01
Challenge

Help the product team get reliable answers to its business questions.

02
Approach

Agree KPIs, audit and repair app tracking, validate implementation and develop Looker Studio reporting.

03
Outcome

A connected measurement framework and reporting approach that supports day-to-day product decisions.

Evidence noteBased on Sophus3’s published project series. No numerical revenue or conversion uplift was published.
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Videographer filming a car with a handheld stabiliser SabioConnected TV +15%digital market share in published measurement
Case study 03

Connect streamed-TV audiences with automotive behaviour

Sophus3 combined post-exposure automotive-site analysis with Sabio App Science audience targeting to show what happened after the ad was seen.

Audience targetingPost-exposure behaviourMarket share
01
Challenge

Find out whether exposed audiences go on to engage with the car brand.

02
Approach

Connect audience targeting with post-exposure automotive-site behaviour and compare engagement patterns.

03
Outcome

The published campaign measurement linked exposed audiences with stronger engagement and increased digital market share.

Evidence noteThe published result is a relative increase, not 15 percentage points. It comes from Sophus3’s published partnership update.
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Salesperson and customer inside a car during a dealership visit Haymarket · Autovia · BauerPublisher research 70%of in-journey visitors influenced by publisher sites
Case study 04

Show how automotive media shapes the buying journey

Research across major automotive publishers examined how editorial content contributes to vehicle consideration, including differences between EV and ICE shoppers.

Journey interactionsEV vs ICEPublisher influence
01
Challenge

Understand where automotive editorial content influences the purchase journey.

02
Approach

Analyse millions of interactions across publishing and automotive environments, including EV and ICE shopping behaviour.

03
Outcome

The research supports engaging buyers earlier, including when they are first considering a powertrain.

Evidence noteResearch finding from the 2025 publication. This is a journey-research result, not a campaign conversion rate.
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Programme summary: 12 months, 20 European markets and 250 participants, delivered in six steps from market assessment and competitor benchmarking to embedding new processes European automotive brandDigital capability 20 marketsone connected training programme
Case study 05

Transform lead performance across markets with digital training

Sophus3 used real automotive data, online learning and coached workshops to build a more consistent digital approach across leadership, functions and markets.

20 marketsLeadership + marketingCoached workshops
01
Challenge

Build a consistent approach across leadership, functions and markets.

02
Approach

Combine real-world data, online learning and coached workshops, involving everyone from CEOs to marketing teams.

03
Outcome

A whole-team programme designed to reduce silos and help markets apply digital best practice.

Client confidentialityThe European automotive brand is anonymised. Programme scope and delivery details come from Sophus3’s published digital transformation case study.
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