Automotive

Identify your relevant leading indicators and
anticipate shifts in your market months in advance

Driven by automated no-code forecasting, detect market trend shifts in advance with improved forecast accuracy.

Explore the platform

Key drivers forecasting passenger car registrations in the Euro Zone

Fluctuations in factors such as macroeconomic drivers, fuel prices, regulatory environment, and market conditions can affect the registration numbers.

Assessing and anticipating these factors is vital for anticipating market trends in the passenger car industry.

< 3 mins

Time taken to
identify most
relevant indicators

32

No. of leading
indicators tested

96%

MAPE
forecast
accuracy

*Indicio captures the group effect of the leading indicators, the relevance ranking of each indicator changes over time.
View full forecast resultsGet on the list to receive the latest indicators

Here are the leading indicators identified using Indicio:

Main variable: Euro Zone, New Passenger Car Registration, Total, Calendar Adjusted, SA
Indicator name Influence
Euro Zone, Industry Survey, Total Manufacturing, Production Expectations, Business Surveys, Euro Zone, Balance, SA ⭐⭐⭐⭐
China, Freight Transport Turnover, Total ⭐⭐
Consumer Survey, All Respondents, Total, Intention to Buy A Car Within the Next 12 Months, Euro Zone, Balance, SA ⭐⭐
China, Freight Transport Turnover, Waterway ⭐⭐
Germany, Orders Received, New Orders, Manufacturing Industry, Constant Prices, Calendar Adjusted, SA, Index, 2015 = 100 ⭐⭐
Germany, Production, Manufacturing Industry, Constant Prices, Calendar Adjusted, SA, Index, 2015 = 100
Euro Zone, Industry Survey, Total Manufacturing, Stocks of Finished Products, Business Surveys, Euro Zone, Balance, SA
Trend: Euro Zone, New Passenger Car Registration, Total, Calendar Adjusted, SA
Retail confidence indicator EU27
Euro Zone, Industry Survey, Total Manufacturing, Employment Expectations, Business Surveys, Euro Zone, Balance, SA
Euro Zone, Industry Survey, Total Manufacturing, Production Trend Observed in Recent Months, Business Surveys, Euro Zone, Balan
Economic sentiment indicator EU27
Consumer confidence indicator EU27
Euro Zone, Industry Survey, Total Manufacturing, Order Books, Business Surveys, Euro Zone, Balance, SA
Consumer Survey, All Respondents, Total, Consumer Confidence Indicator, Euro Zone, Balance

Top indicators identified

Euro Zone, Industry Survey, Total Manufacturing, Production Expectations, Business Surveys, Euro Zone, Balance, SA

This variable provides valuable insights into the expectations and sentiment of the manufacturing sector.

The production expectations captured in the industry survey reflect the anticipated level of manufacturing activity in the Euro Zone.

How we can help you

China, Freight Transport Turnover, Total

This variable typically does not have a direct causal relationship with the passenger car registrations.

However, its relationship with automotive production is a factor that is worth considering.

How we can help you

Consumer Survey, All Respondents, Total, Intention to Buy A Car Within the Next 12 Months, Euro Zone, Balance, SA

This variable provides insights into the intentions of individuals in the Euro Zone regarding car purchases within the next 12 months, which can directly impact new passenger car registrations.

How we can help you

Full Name

Lorem ipsum dolor sit amet, consectetur adipiscing elit.

How we can help you

Full Name

Lorem ipsum dolor sit amet, consectetur adipiscing elit.

How we can help you

Full Name

Lorem ipsum dolor sit amet, consectetur adipiscing elit.

How we can help you

Aviation manufacturing

Accurately forecast demand months ahead with improved forecasting accuracy

Schedule a demo
*We'll help you identify your
leading indicators in this session
.
01


01
Get an accurate overview of where demand is headed

No more puzzling together different sources of intelligence.
Instead, use one tool to forecast demand for all your end markets.

Build demand forecasts in a few clicks, and easily update them.

02


02
Identify the leading indicators relevant to your market

With seamless access to multiple data sources in Indicio, easily identify which leading indicators have the most bearing on your main variable (demand or sales).

Get the full picture of the dynamics driving demand.

03


03
Detect market trend shifts
months ahead


By understanding the demand dynamics of each market,
you gain the ability to detect the market trend shifts related to your industry.

Subscribe to receive the latest leading indicators

Use cases

Get better insights into demand patterns with strategic forecasting

Identify your relevant market drivers

Indicio provides you with a clearer understanding of your future demand by identifying your relevant market drivers, to ensure you successfully optimize the allocation of resources, optimize your procurement strategies and benefit improve cost efficiency.

Improve contingency plans

Play out different scenarios in Indicio to stay prepared for potential disruptions so you can take proactive measures like diversifying their supplier base, and optimizing inventory management to minimize the impact of supply chain disruptions.

Detect market trend shifts ahead of time

By anticipating market trends and technological shifts using Indicio's multivariate modeling will give you an advantage in estimating demand for new vehicle models, enabling manufacturers to make informed decisions about production volumes, marketing strategies, and inventory management for successful product launches.

Book a demo

What our customers say

Lorem ipsum dolor sit amet consectetur adipiscing elit volutpat ut volutpat nec at eleifend malesuada in sed maecenas odio a magna accumsan lectus.

Indicio advances our digital strategy of becoming a data-driven organization, producing
accurate forecasts in a fraction of time.

Alexander Noren, a customer that used Indicio

Alexander Norén

Head of Analysis
Skanska

Indicio tells us how our market
will evolve 'without emotions' which aligns everyone from management to production.

Steven Van Poecke, Toyota, customer of Indicio.

Steven Van Poecke

Market Intelligence
Toyota Material Handling Europe

Instrumental in helping us achieve higher efficiency in a
short period of time.

Anders Nordberg, LF Bank, customer of Indicio.

Anders Nordberg

Head of Macro
LF Bank

Case Study

How an automotive company improved their forecast accuracy by 42%

Challenge
Minimize forecast error margin, and extend coverage of more markets for both demand and production.

Solution
Using Indicio, there is now a continuous forecasting minimized error margin, they've identified new and stronger market leading indicators, improving forecast accuracy, and have established a structured forecasting process for all markets.