• This thread is just the tip of the iceberg.The people ahead of the curve aren't Googling for answers — they're already in here, having the conversations you haven't found yet. DealerRefresh is free.Get the full picture →

You guys roasted our first build. Here’s the latest.

CarsonWhite

Rust & Dust
Nov 21, 2025
25
12
Awards
3
First Name
Carson
Earlier this year, we posted an early version of Carvia here and DealerRefresh did what DealerRefresh does best: told us exactly what you liked, what was confusing, and what you thought would get us kicked off a dealer’s website

Without a doubt, useful. Since then, we’ve been heads down putting Carvia in front of real shoppers and measuring its impact at scale.

For those who may have forgotten: Carvia solves a stupid-simple problem: shoppers leave VDPs to research the car. They leave to figure out whether the price is fair, what owners say, how trims compare, what equipment matters, what it costs to own, and whether there’s anything in the vehicle’s history they should know about.

When they leave to answer those questions, they land on Google, Reddit, YouTube, ChatGPT, marketplaces and competing dealer inventory. Every other retailer bids on these ultra high intent queries. More often than not, they snipe a customer who was originally on your site.

We build that research around the specific VIN and put it directly on the VDP.

Why does it matter? Here's one of our more recent new customers:

One rooftop went live August 6. In its first 12 days, shoppers generated 16,586 Carvia sessions. 94.1% of shoppers who encountered it engaged with it, and GA4 showed average VDP session duration up 37% compared to pre-launch.

Across the dealers running Carvia, we’re now seeing roughly ~20-30% more leads.

The product has evolved quite a bit too. Shoppers and salespeople can text or email a VIN-specific Carvia Report directly from the VDP, with the store getting visibility when that shopper comes back to continue researching. We’ve added ASC-compliant GA4 event tagging, expanded website-provider support, and rebuilt a lot of the UX and theming so it actually feels like part of the dealer’s site. We're debating if there should even be a Carvia logo on the app altogether.

The interesting part for us is that we’re starting to get a real answer to the question people here asked us early on: Does giving shoppers more useful information on the VDP actually help the dealer sell more cars?

So far, yes. They stay longer, engage more, and convert more.

DealerRefresh gave us some of the earliest and least sugar-coated feedback we got, so it felt right to bring the current version back here.

If anyone wants to dig into it again, I’ll drop a couple live dealer examples in the thread.

Same rules as last time. Tell us what sucks.
 
  • Like
Reactions: Zhendrix
Here are some SRP's... VDP links will 404 after the car is sold/taken down



 
  • Like
Reactions: Zhendrix
Earlier this year, we posted an early version of Carvia here and DealerRefresh did what DealerRefresh does best: told us exactly what you liked, what was confusing, and what you thought would get us kicked off a dealer’s website

Without a doubt, useful. Since then, we’ve been heads down putting Carvia in front of real shoppers and measuring its impact at scale.

For those who may have forgotten: Carvia solves a stupid-simple problem: shoppers leave VDPs to research the car. They leave to figure out whether the price is fair, what owners say, how trims compare, what equipment matters, what it costs to own, and whether there’s anything in the vehicle’s history they should know about.

When they leave to answer those questions, they land on Google, Reddit, YouTube, ChatGPT, marketplaces and competing dealer inventory. Every other retailer bids on these ultra high intent queries. More often than not, they snipe a customer who was originally on your site.

We build that research around the specific VIN and put it directly on the VDP.

Why does it matter? Here's one of our more recent new customers:

One rooftop went live August 6. In its first 12 days, shoppers generated 16,586 Carvia sessions. 94.1% of shoppers who encountered it engaged with it, and GA4 showed average VDP session duration up 37% compared to pre-launch.

Across the dealers running Carvia, we’re now seeing roughly ~20-30% more leads.

The product has evolved quite a bit too. Shoppers and salespeople can text or email a VIN-specific Carvia Report directly from the VDP, with the store getting visibility when that shopper comes back to continue researching. We’ve added ASC-compliant GA4 event tagging, expanded website-provider support, and rebuilt a lot of the UX and theming so it actually feels like part of the dealer’s site. We're debating if there should even be a Carvia logo on the app altogether.

The interesting part for us is that we’re starting to get a real answer to the question people here asked us early on: Does giving shoppers more useful information on the VDP actually help the dealer sell more cars?

So far, yes. They stay longer, engage more, and convert more.

DealerRefresh gave us some of the earliest and least sugar-coated feedback we got, so it felt right to bring the current version back here.

If anyone wants to dig into it again, I’ll drop a couple live dealer examples in the thread.

Same rules as last time. Tell us what sucks.
Try running the Taste Skill on your repo, AI tools tend to generate a lot of similar-looking interfaces, but the Taste Skill does a great job of breaking out of that and really elevating the design.

 
Try running the Taste Skill on your repo, AI tools tend to generate a lot of similar-looking interfaces, but the Taste Skill does a great job of breaking out of that and really elevating the design.

Awesome, any spot in particular you think we could benefit from this?
 

✨ AI Highlights

CarsonWhite returns to DealerRefresh to share an updated version of Carvia after the community gave candid critical feedback on an earlier build. Carvia is designed to keep shoppers on dealer VDPs by answering research questions—pricing fairness, owner reviews, trim comparisons, ownership costs, and vehicle history—that typically drive them to Google, Reddit, or competitors. The post includes live SRP examples from dealer partners to demonstrate the product in action.

Replies Views 4 280 Started Last Reply