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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?
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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?
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How can I aggregate data from online sources about a specific topic?
There are so many ways to do it... Do you need this data for yourself, or you are planning to make a product around it? From what I see you can use Twitter API and Facebook Graph API (Are you comfortable programming?) Most of the students are active on social media so you will find lots of data. Facebook graph API will give you a number of likes and comments to all the posts of you competitors. You can analyze all the posts of your competitors. Using Twitter API you can get all the twits that use certain hashtags or mentions. If you are not into coding, but still want to get social media information, you can take a look at tools like IBM Watson ANalytics ($30 for personal use), it natively connects to Twitter API, and you don't have to be a programmer at all. It is intuitive and easy to learn. Analytics Canvas connects to Facebook Graph API (it's free for 30 days of trial). Unfortunately, you would not be able to collect any personal information from social media at large scale (age, income, gender, etc.), because it violates all the laws about privacy on the Internet. You can use census data instead. Google Sheets are a very handy tool if you are planning to use this information for personal research. You can set up a spreadsheet and add some Java script to make it collect all information from competitor's blogs, and also sites like Reddit. Finally, you can try web scraping (it's not the best, but can speed up the process). A tool like OutWitHub will collect information from websites (such as website reviews) based on the structure you provide (select html tags). You can collect thousands of reviews in one day if you automate it (paid version). Very easy to use. Note: not all the websites are open to this method, review their policies to make sure you are not violating their terms of service. Reviews belong to the website where they were published. If you REALLY need personal data (like how much they earn and how much they spend, etc.), just print out 100 questionnaires and go to Student Union Building of Dalhousie University. Most of the students will share any personal data in exchange for a Tim Horton's gift card that gets them a free coffee. It is probably the least technical and fastest way to get all the data you need. Hope this helps.OT
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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
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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
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When starting a rental car company where is the best place to look for insurance?
I am regularly asked questions similar to this by new business owners or business owners expanding to a new venture. Insurance has many niches that exist in the commercial insurance space, this is one of them. A couple of places to start; 1. If you already have a broker who handles commercial insurance this would be your first conversation. 2. Even if you have that, a second opinion is a good place to start. Do a quick search in an area in a different part of your state. Try and find a similar operation. Call and introduce yourself and see who they use. Since you are not competition they are likeley to gladly make a referral. 3.Typically associations have a ready made policy just for you. Give this a shot; https://www.acraorg.com/ 4. if leasing from a larger operation, I bet they have someone ready and willing to speak with you as well. Best of luck. Happy to chat further.BV
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What is the best way to find top engineers for my custom car company?
Try linkedin.HH
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