Loading...
Answers
MenuHow can I assess the value of my data assets?
I collect purchase and claims data for tires and auto repairs across all 50 states and parts of Canada. Includes auto and auto aftermarket and online purchases. Do I have data assets that can be converted to useful information for those in and outside of my industry?
Answers
I have been helping clients design, build, and deploy data platforms for many years. Initially on premise, but now in the cloud. This is a really good question. My immediate thought is, yes, there is value in this data. The more difficult one to answer is where and how? The obviously answer is monetisation i.e. what would people or organisations be willing to pay for this data. More importantly, is this my data (vs. customer data) to sell? The data may also represent your intellectual property or be your "secret sauce" so you might not necessarily want to sell it. It is then worth asking questions like "what would the impact on my organisation be if I did not have this data?" or "what would the impact on my organisation be if my competitors had this data?". Hopefully this has given you some ideas. Feel free to book in a call if you have any questions or would like to delve into the detail.
Not sure how you're collecting, aggregating your data; however, in general sense, there is value re: not only data collection, but also the storage and analysis.
Some data areas which we specialize, relevant to consumer, commercial, defense vehicles include condition-based maintenance and predictive health management.
If I understood it correctly, you certainly have collected some useful data that can be valuable.
Organizations like Kelly Blue Book, J.D. Power and Associates and Consumer Reports are possible buyers.
Another thing that comes to mind is creating a consumer website where prospective car buyers can research which make and model are better from the cost of ownership perspective.
Same applies to people looking to buy new tires. Moneyball for tires?
Related Questions
-
What is a good way to scale an automotive wholesaling business?
Hello! I am a former automobile dealer, and I had an auto repair shop, body shop, and licensed vehicle inspection station in central Missouri. I am very familiar with this industry. I entered this market at the wrong time, grew quickly, and hit the Great Recession at the wrong time. My goal was similar to yours, to wholesale vehicles, but also to export classic cars to the middle East. Canada is a great source for people here, because the prices are in fact lower for US buyers. I am still somewhat involved in the automotive niche, and I even recently purchased a replacement engine on a Scion from Canada because it was about one third of the price that I would have paid anywhere close. One thing you mentioned that stuck out in my mind is focusing on SUVs and trucks. When you specialize, you create your biggest potential. If you can create a name for yourself for supplying a particular size of truck, say a 1/4 ton pickup with an extended cab, you might be able to connect with volume buyers who are looking for low cost alternatives to buying new. This could be municipalities with tight budgets, small transport companies, service industry companies, etc. Once you find a hot niche, word could spread fast, and if you've mastered the supply side, you will be able to move vehicles super fast. And if you have the capability of doing some mechanical upgrades on the vehicles before you sell them, you'll make a greater return on your investment. One example of a hot niche is Jeep Cherokees in Colorado. Cherokees sell for 20% to 30% higher in Colorado than what they go for in the Midwest. I know of a person who did nothing but purchase Cherokees and fix them up for selling in Colorado. He had a very solid business. The advantage to focusing down on a very tight selection of vehicle models is knowing what to expect. You'll know what parts are likely to be worn out at a particular mileage, where these vehicles tend to rust first, what mechanical issues are common, or electrical problems that you can run into. When you are wholesaling and buying anything and everything, you'll heighten your chances of getting burned. I've been there myself, and learned some hard lessons. At the end of my run in the business, I wish I could have hit the rewind button and only scoped out a narrow variety of vehicles that I had the most knowledge on. I plan on re-entering the business soon. I've got a particular car in mind, the 1995 Ford Mustang. I rebuilt one of these, and I know all of the gory details for this car. Right now, they are a dime a dozen, and you can find them everywhere. My plan is to restore them and sell them, because this body style and the Fox body are the next ones which will become "nostalgic". Drill down and find out which pickup truck is your best prospect. Factor in common problems, cost of repair, and demand out on the market. Then stick with that model within a certain range of years, and make a name for yourself in that niche. You are guaranteed to have better success if you take that approach!CF
-
How do I find the Total Addressable Market for a Big Data product like Datameer?
As someone who has built TAM models for various industries - I can attest this isn;t always easy. Many analyst firms (former analyst here) typically do some surveys and research among public company revenue reports for the year and then do some pixie dust extrapolating. The hard thing about a market where startups like Datameer play is that it is a) a nascent market and b) not a "zero sum" game. This makes it difficult to a) fully understand WHICH companies actually are in the market for this flavor of BI and b) know how the space is developing in terms of white space AND disrupting the entrenched BI giants. You might want to look at the press published versions (read: free) of analyst market share reports, and extrapolate from their. Also, back-channel gossip may give you some revenue numbers on these players - and if you assume pipeline is 3-4x revenue, build a model from there. Hope this helps.MS
-
Social roadside assistance! What should I know before I proceed with this idea?
Ian's answer is great. He outlines how you can begin determining the potential customer interest in this which is very helpful. But even if customers respond favourably to this idea, I think you have to be really confident in the economics of the business which, just thinking quickly, I'm not. The measure of a healthy business like this this is a much higher LTV (life time value of the customer) then your CAC (customer acquisition cost). Uber has the advantage of knowing that once they acquire a customer, that person is likely to use their service many many times over the course of years. By contrast, how many people will need your service more than a handful of times over the course of 3 years? There are other even more practical concerns around the marketplace economics and behaviours that I'd be happy to address in a call. I think that social roadside assistance is likely a feature of a bigger opportunity.TW
-
What is the best way to find top engineers for my custom car company?
Try linkedin.HH
-
Can you build a used car valuation product from Autotrader (or any other online classifieds) data?
Hmm .. Interesting that you say your sector isn't being addressed. Wonder why ... But if so, then that's an opportunity. I've spent the past 4 years specializing in probably THE hardest market for making accurate appraisals: the domain name industry. For me as an engineer, that has meant crunching numbers. So I'm intimately familiar with the issues involved in making inferences about value from partial list-price and sale-price data. In fact, I spend much of each day compiling raw data and building database-driven tools to organize and analyze it. So I don't know the auto industry at all, but I know a thing or 2 about figuring out the value of assets in obscure areas. Certainly a model can be constructed for extrapolating value from list prices. It only remains to be determined how wide the margin of error would be and what kind of latent bias might exist. If you'd like my help, just ask.JP
the startups.com platform
Copyright © 2025 Startups.com. All rights reserved.