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Access Reputation Index & More

The most comprehensive reputation data resources in automotive, brought to you by Widewail.
  • Widewail Automotive Reputation Index
  • The REV Newsletter (1x/month)
  • Industry Reports

 

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Automotive Index Training: Basic Actions

Sort

  • In the top toolbar, click “Sort”

  • Select a column title in the dropdown menu and sort in ascending or descending order

  • Add multiple sorts for additional layers of ordering

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Automotive Index Training: Basic Actions

Filter

  • In the top toolbar, click “Filter”

  • Focus on certain areas by filtering by categorical fields like "Brand" or "City"

  • Set conditional filters like "all dealers with an average rating greater than 4"

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Get to Know the Reputation Data

This Widewail Automotive Reputation Index dataset consists of:

  • 16,671 new car dealers in the U.S.

  • 1.6M reviews

  • Google reviews only

  • Current Timeframe: February through June of 2023

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What Does This All Mean?

Find definitions of each column header

In the row of column headers, you can hover over the ⓘ symbol next to each label to read the definition of what is being measured in that column and how the data was collected. 

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Where to Find Benchmarks

At the bottom of the table, you'll find aggregated numbers for each column. These are the benchmarks. We've preset the benchmarks in each column for you.

The benchmark data updates as you filter and sort the table, producing thousands of variations, each specific to your market or interests.

 

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Common Use Cases & More

Below the Reputation Index table, you'll find a Common Use Cases section to get you started. Each common use case includes a how-to video.

The Automotive Reputation Index is ever-evolving. Check back regularly for updated data and new use cases. If your dealership is missing and you’d like to add it to the Index, select “Submit a request to add.”

Get Started
February 6, 2024

Top 10 Orlando Car Dealers: Automotive Reputation Leaders in FL

Reputation analysis of the top Orlando, FL car dealerships in 2024. Ranked by review response rates, Google star rating and monthly volume.

Orlando, Florida, is one of the most visited cities in the world due to its plethora of amusement parks, most famously, Walt Disney World. Years of thriving tourism have also created a booming automotive industry of luxury and non-luxury dealerships. 

The list of top 10 car dealerships in Orlando highlights dealers with a nearly perfect review response rate and high lifetime and monthly review volumes. Obtaining nearly perfect response rates shows that dealers are engaging with customers and care about online reputation. To stand out in Orlando, dealers should also focus on earning high Google star ratings while maintaining high review volume. 

Top_Dealers_in_Orlando_FL_(1)

  • Coggin Honda of Orlando has the best reputation of all the dealers in Orlando, FL. It achieves the top spot with a perfect response rate and outstanding relative monthly review volume.

  • The rest of the dealerships in Orlando are competitive, with only a 9-point difference in health scores between the #2, City Kia of Greater Orlando, and #10, Napleton's Volkswagen of Orlando. To improve their reputation rankings and stand out from the pack, dealers should focus on generating more reviews every month.

  • Fountain Acura, #9 on the list, stands out with the 3rd highest adjusted rating, but it has the lowest relative lifetime review volume. This shows the importance of substantial review volume and that having a high review rating alone isn’t enough to excel in the rankings.

     

Top_Luxury_Dealers_in_Orlando_FL

  • Fields BMW South Orlando and Mercedes-Benz of South Orlando tied for the #1 ranking of luxury dealers with an overall health score of 95. Interestingly, Mercedes-Benz of South Orlando has the lowest adjusted review rating among the dealers. However, it has the highest relative monthly and lifetime review volume, allowing it to rise to the top of the list.

  • Audi South Orlando earns 4th among top luxury dealers in Orlando. The dealer has the 2nd highest lifetime review volume and could rise in the rankings if it continues to generate more reviews. Improving its response rate would also help boost the dealer's reputation. 

 

Top_Luxury_Dealers_in_Orlando_FL-1_(1)

  • Coggin Honda of Orlando earns the #1 spot when looking at non-luxury dealers. It will continue to dominate in the rankings until other dealers generate more monthly reviews. Dealers looking to increase monthly review volume should engage more with customers and solicit reviews after interactions like service visits, vehicle sales, and test drives.

  • Sport Mazda South ranks #3 despite having the highest adjusted star rating. It could increase in rankings if it improves its response rate and monthly review volume. 

 

*Note from the editor. The Automotive Reputation Index offers substantial coverage of the nation’s dealerships, but it’s still growing. If your dealership is not yet listed on the Index and you’d like to add it, submit your information and we will add it during a regularly scheduled update, roughly once per month.

Widewail's rankings are based on the Widewail Automotive Reputation Index. Explore the full dataset:

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Ranking Methodology

To rank these dealerships fairly, we chose a method that considers the fact that dealerships on our list receive a wide range of monthly review volume, in part due to varying levels of opportunity. For example, luxury brands can never sell as many cars as non-luxury brands, the price point limiting a luxury dealership's market.

To compare two dealerships with very different review volumes directly wouldn’t be fair. A dealer with two 5-star reviews doesn’t necessarily deserve to be ranked higher than a dealer with 200 reviews and a 4.5-star rating. With few reviews, the former doesn’t offer enough data for us to use to understand its performance. However, we couldn’t just ignore locations with very few reviews, as that would introduce bias into our rankings.

To solve this, we used "adjusted ratings" in our calculation of dealership ranking. In essence, "adjusted rating" is a dealership's star rating that takes into account how its review volume compares to that of other dealerships in that area. We calculated adjusted ratings by using a technique called additive smoothing which we explain below.

Additive Smoothing

The approach we’ve used is a form of what’s called “additive smoothing.” This process allows for an unbiased way to rank two otherwise unequal dealerships. At its core, additive smoothing levels the playing field by artificially increasing the number of reviews each dealership has by adding the same number of reviews of each star rating to every dealership.

Customer Engagement

Additionally, we take into account the percentage of reviews that a dealership has responded to in our calculation of ranking, as Widewail strongly believes that review response is indicative of a strong reputation strategy.

Activity

The last component revolves around how much review volume a dealership receives, which can be broken down into two parts - their lifetime volume and average monthly volume. Lifetime volume can be thought of as a popularity metric. It’s an important metric and one of the first numbers that a potential customer will see when they start looking at reviews. The second, average monthly review volume, is representative of how active the dealership currently is. We can think of it as follows, lifetime volume captures a historical view of the dealership whereas average volume gives insight into the current status. The final component for the volume metrics is to scale them so there is a more meaningful comparison. To do this we use what is known as min-max scaling. First we group dealerships by their respective city and then find the dealership with the most volume and least volume. Then for each dealer in the group, we subtract the lowest volume and divide by the difference between the highest and lowest volume. The formula for this can be seen below.  

x' = x - min(x)max(x) - min(x)

The main advantages of this approach are that all the volume metrics can be mapped to a value between 0 and 1 and the relative difference between dealership volumes can still be preserved. 

Below we see an example of this where we have 9 dealerships with differing lifetime volumes, which we then scale. Notice that the relative distance between the actual volumes and the scaled versions is the same. 

Below we have an example of ten dealerships, their review volume, and the adjusted relative volume. We can calculate the relative volume by sorting the dealers by review volume and determining the percentage of dealers that have fewer reviews. Here we see that dealer D had the most reviews and so they get a score of 1.  

Lifetime Volume

Scaled Volume

4619

1

4065

0.88

3922

0.85

1783

0.38

1001

0.21

810

0.17

164

0.03

101

0.02

22

0

 

The Ranking Formula

(adjusted rating / 5) * 0.3 + (response rate) * 0.3 + (lifetime volume) * 0.15 + (avg monthly volume) * 0.25

Weighting Rational

We chose to weigh each feature as follows: adjusted rating accounts for 30% of the overall score, response rate also accounts for 30%, and review volume is 40%, which is further broken down into lifetime volume (15%) and average monthly volume (25%).

Weight selection is based on Widewail’s depth of expertise in the industry and we believe is a fair representation of what should be considered a standout reputation. 

We’ve broken the weighs into three categories:

Activity (40%)

We believe the amount of review activity is the most important indicator of reputation health for a business, and is a leading driver of local search rankings. We’ve broken this category into two components: lifetime volume (15%) and frequency (25%). Lifetime volume is our “popularity” metric. 

Engagement (30%)

Engaging with customers by responding to reviews is a key component of a healthy reputation.

Quality (30%)

Rating has a substantial impact on if a business shows up in local searches and if that business is entered into a prospect’s consideration set. Rating is a key identifier of business health.

Calculation Details

If a company has an adjusted rating of 4.2, responds to 10% of their reviews and has an adjusted lifetime volume of 0.90 in their city and 0.87 for their scaled average monthly review volume, then we would calculate their overall rating as follows

(4.2 / 5) * 0.3 + (0.1)*0.3 + (0.9)*0.15 + (0.87)*0.25 = 0.252 + 0.03 + 0.135 + 0.2175 = 0.6345 * 100 = 63.45

Note: Since response rate accounts for 30% of the overall ranking, if a dealer doesn’t respond to any reviews that automatically caps the max value they can receive to 70.

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