25 March 2025 |

Track Model and Color Preferences Over Time in the Automotive Industry: Unlocking Insights with Artiwise CXM

The automotive landscape is changing, and consumer preferences and market dynamics play a significant role in shaping the strategies of manufacturers and dealers. The preferences within some of these features influence purchasing decisions quite a bit the choice of model and choice of color. We are not just talking about meeting customer demands here. Understanding and tracking these preferences over time is essential to remain competitive.

Artiwise AI-powered Customer Experience Management (CXM) platform helps automotive businesses in gaining actionable insights to stay ahead of the curve as trends change. Our platform will show performances of certain products allowing businesses to be proactive in ways including predicting consumer purchasing behaviors using data on customer interaction, feedback, and using this to make informed inventory and marketing decisions.

In this blog post, we deep dive into the insights that tracking model and color preferences across time can provide the automotive industry and how our platform streamline the process.

 

The Importance of Monitoring Model and Color Preferences

A car’s model and color play a crucial role in automotive sales and marketability. For instance, a group of buyers may love the sporty models in bright colors, and another group may merely want practical sedans in neutral colors. Monitoring these preferences over time has a few advantages:

  1. Inventory Optimization: When manufacturers and dealers know which features and colors are in demand, they can stock inventory accordingly to minimize excess inventory and reduce the amount of unsold stock.
  2. Improved Customer Satisfaction: With getting the correct models / colors to resonate with the customer, you can create a positive purchase experience.
  3. Market Segmentation: Understanding preferences allows businesses to segment their market more accurately and tailor marketing campaigns and product offerings to customer segments.
  4. Trend Analysis: It helps business to track the trends and analyze how the trends will change over time while also making sure that the business is aligned to the changing trends and consumer preferences.

 

Challenges of Monitoring Preferences

However, all that seems difficult because of the challenges below:

  • Data Volume: The automotive industry has a lot of data and it is almost difficult to extract and analyze big manually.
  • Fragmented Channels: Customers voice their preferences through all channels e.g. call center calls, dealer interaction, social media, reviews, surveys etc.
  • Changing Trends: Cultural, economic or seasonal influences can change tastes and preferences over time.

 

How Artiwise CXM Address These Challenges

Our Customer Experience Management platform unlocks the power of human behavior and solves all these challenges by enabling businesses to have a 360-degree, real-time view of customer likes & dislikes. Here is how it works:

  1. Unified Data Integration: All channels are integrated into our platform:
    • Call Center Calls (Inbound & Outbound)
    • Dealership Surveys
    • NPS and CSAT Surveys
    • Online Reviews
    • Social Media
    • Sales Data

 

Artiwise CXM integrates these communication channels, enabling a holistic view of the model and colors desired by customers at various touch points.

 

2. Advanced AI and Sentiment Analysis: Our models, powered by AI, monitor text and speech data to identify:

    • The models and colors that customers love
    • Feelings associated with options (like “love the red sedan” or “disappointed that there aren’t more blue SUVs”)
    • Trends and shifts in preferences

3.  Trend Prediction & Benchmarking: Historical comparison and analysis of trends features on our platform help enterprises analyze the transition in preferences over a period.

    • What models have seen showings over the past quarter?
    • Are some colors in higher demand at certain times of year?

 

It means analyzing trends by observing trends, so companies will use the information obtained in this way to arrange their future goods, product lines, or marketing campaigns.

 

 

 

4.  Actionable Insights: The insights are volcanized in numerous reports — from quadrants to dashboards or proactive alerts. This allows the stakeholders to target their focus efforts like:

    • Production plans were further adjusted to focus on high-demand models and colors
    • Establishing targeted marketing campaigns by segmenting an audience of customers
    • Looking for opportunities to fill the gaps or refresh existing models

Case Study: Sales Growth Through Data-Driven Decision Making

 

We also provide data for our clients on the right CXM platform in return on investment, top brand products and potential threats, weaknesses, or competition so that they can enjoy better alignment on their marketing strategies. Companies have used our platform to:

  • Spot the rising trend in Electric SUVs with exclusive color choices
  • Assess and modify their inventory based on decreasing sales trends in vehicle categories.

 

These insights allow automotive companies to:

  • Update their production planning to center around best sellers in models (order code or model name) and colors.
  • Design marketing campaigns based on customer interests
  • Do not tend to keep non-popular vehicle models, thus reducing costs and waste.

 

The specific results vary with each use case, but our clients tell us they find those decision-making capabilities useful and have improved alignment with customer expectations. This underscores the need to stay proactive toward changing customer preferences and regional dynamics. Our platform ensures that automotive businesses are ahead of the game in this ever-changing industry, allowing them to adopt more productive, impactful solutions.

How to Start Using Artiwise CXM

The reality is, building a system to record and examine model and color preferences isn’t rocket science. That’s what our CXM platform allows automotive businesses to do:

  • Know the customer behavior at the point of time
  • Using data to generate sales and improve customer experience
  • Stay ahead of market innovations and competition

 

New car sales are dependent on an accurate model and color preference records, and in such situations, an oath data can be considered life so-called blood.

This AI-Powered Customer Experience Management platform gives the brands the tools to convert data to extracts, optimize and implement their strategies to deliver great customer experience.

We also help to identify regional demand and is your intelligent partner for decision making and growth opportunities.

Contact us today to learn more about all that our CXM platform can do for your business.

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