I built a listing scraper to find my perfect spec under MSRP, happy to share it!

Cruzer1010

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Sep 26, 2026
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Austin, TX
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26 LC250
I found the inventory search that Toyota provides to be quite underwhelming with the 500 mile search limitation when I was trying to find a reasonably priced LC around my area; they were typically over sticker or bloated with options into the 78k+ range. Since i'm a programmer by profession I immediately thought about how I can automate this search πŸ˜‚.

I built a little app that would search a batch of zip codes that overlapped the entire US and then it would then de-dupe results into a local (SQLite) database so that I could filter by packages, color, sticker vs msrp, etc... I ended up finding a blue/gray/mocha premium LC with the only option of rubber floor mats and 20" wheels... almost perfect (swapping to 17" soon). The dealer was selling for 4k under msrp and the extended warranty was ~50% of the cost compared to Texas so I saved quite a bit by getting it out of state, and gained a fun road trip for my wife and I.

One thing that I noticed is that vehicles in the NE USA tend to sell much cheaper and often list under sticker, white and trail dust tend to be the cheapest colors, while trail dust can sit on the lot the longest of all colors (which opens up a negotiation opportunity).

Anyhow if anyone is interested in using the app for their search, I can push up the code to Github so you can use/modify it. I could also do a few ad-hoc searches for non technical folks if they're serious, just PM me.

Also shout out to Greentree Toyota in CT, their family owned dealership made my 2000 mile trip a breeze.
 
Maybe you could put it in the Apple App Store?

I’m not willing to jail break my iPhone.
 
Maybe you could put it in the Apple App Store?

I would but this app is a web server that has to be run on a local laptop/desktop or server. Apple charges a yearly fee just to post a free app so I stopped doing any mobile work.

I do have a personal server that I could host it on though, where it could be accessed with a web url as a web app. If there's enough interest I could spend a weekend and host it on my server and then create logins for any members that want to use it (I couldn't support a public version but the members here would be perfectly fine)
 
I would but this app is a web server that has to be run on a local laptop/desktop or server. Apple charges a yearly fee just to post a free app so I stopped doing any mobile work.
Well that just plain sucks dirty pond water.
 
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