Looking for honest feedback on an idea. Turns car snaps into professional car listing photos.
- By joe.pistell
- Vendor Announcements
- 5 Replies
if a dealer adds 5,000 new VDPs
I hadn't thought of this new form of AI slop.
if a dealer adds 5,000 new VDPs
The ultimate goal is detecting mechanical failures that OBD scanners, visual inspections, and appraisal software miss. Ultimate goal: a more robust way of finding hidden mechanical problems before they hit the bottom line.
Great write up Alex...I'm only 1/3 of the way through reading it all. I still can't believe the difference in gross is only $1000.....Quick thought would it would be more gross on the cars bought in the lane versus auction but then as I type this I'm thinking I'd have zero issues stepping up on a car in my lane, especially if I have a multi-point inspection knowing exactly what I have to deal with as far as recon goes, and if it helps me be aggressive to get a deal now.
I just wish it wasn't so hard to find salespeople willing to put in the busy work to work the lane. It's easy to get people to start but keeping them going is the tough part (and that's with a good comp plan and incentivizing the writers for the referrals).![]()

Love the visuals!
I see lease returns breakout, any chance to look at other sourcing? Service acquisition as a stand alone would be very interesting.
I just wish it wasn't so hard to find salespeople willing to put in the busy work to work the lane. It's easy to get people to start but keeping them going is the tough part (and that's with a good comp plan and incentivizing the writers for the referrals)

The part I would want to see next is total net after acquisition cost, recon, holding cost and wholesale loss. That would tell the whole story.
Acquiring from your Customers vs. Buying from the Auction - VehicleLyfeAlex, this is where the real advantage of buying from your own customers shows up.Did a little digging in a few years of DMS data. I wanted to see the dollar difference between auction-sourced cars and trades/street buys/lease captures.
Customer-sourced cars grossed $3,102 and sat 23 days. The auction cars grossed $2,100 and sat 36 days.
Take an interactive tour of how it all adds up. Build yourself an argument for why your store should invest in better ways to pull great used cars from your own database (+ service drive). Acquiring from your Customers vs. Buying from the Auction - VehicleLyfe
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on "theys" end but makes me 



Alex, IDEA.
If the AI reply is sophisticated and delivers insights, it usually points to a well constructed prompt. Share that too -if- u think it'll help readers be more AI powerful.
This post was written by Perplexity.
In the B2B side of the world, many of us are on the verge of building custom CRMs for our own teams. If I had stock in Salesforce or HubSpot, I'd be dumping it tomorrow.My overall point was the landscape for crm in automotive is extremely grim, otherwise

This is what the dealer gets on the other end:
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give it the VIN and the finished photo set, order the photos how you want them, and it packages them into consistently named files alongside the window sticker and a draft Buyers Guide. Once you’re done, it creates one link you can hand back to the dealership with the vehicle files in one place.
Dan - the only man who knows where our smilies came from
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and I won't tell....they look pixelated just like they are still from that era too 
Dan - the only man who knows where our smilies came from 
@Jeff Kershner , wow, the OG's are poppin'!
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After all of these years, It's frickin' amazing how sticky DR is.
DealerRefresh, tt's the Reddit of Car ppl.
I found this place from that PrezSkroob guy that's on here from our S2000 days
and we both worked for Toyota too then he said there's "Some Other Guy On Here In Hagerstown" jump on and check it out since we're all internet sales gluttons for punishment 