Pricing breakdown (Mk1)

One of the most frustrating parts of car shopping is that the price you see online is often not quite the price you end up trying to understand.

Sometimes that is totally normal: taxes, title, registration, and a few state-specific fees usually live outside the headline number. But other times, the dealer site has a real pricing story hiding in plain sight: manufacturer incentives, qualified-buyer rebates, dealer discounts, doc fees, protection packages, reconditioning, add-ons, and the (more than) occasional bit of math that does not quite reconcile.

Today, we are starting to show more of the pricing breakdown directly on Visor.

Pricing details, directly from the dealer site

On listings where we have structured pricing information, you will now see a small marker next to the price. Click it, and Visor will take you down to a new Pricing Details section under the current listing history row.

This section shows the line items we found on the dealer website, including things like:

• MSRP or retail price anchors
• dealer discounts
• manufacturer incentives and rebates
• fees
• dealer add-ons
• line-item notes explaining what a fee or incentive appears to mean

We also separate rows that do not appear to contribute to the displayed total, such as qualified-buyer incentives, below the total line. That way a rebate does not quietly look like it is already included when it may only apply to certain shoppers.

When the math does not quite add up

Dealer pricing pages are not always tidy. Sometimes the listed price, the fees, and the discounts do not reconcile cleanly. When the gap is meaningful, Visor will call it out as a possible dealer price gap instead of pretending the math is cleaner than it is.

This is not us saying the dealer is wrong, or that a specific discount is guaranteed. It is a heads-up that the line items we found do not fully explain the price being shown, and that the dealer site is worth checking directly before you treat the number as final.

Why now?

The broader market is clearly moving toward more pricing transparency. Earlier this year, the FTC sent warning letters to 97 auto dealership groups, reminding dealers that advertised prices should reflect the total price consumers are required to pay, including mandatory fees, and should not depend on rebates or discounts that are not available to everyone.

That does not magically make every dealer website clean overnight. But it does point in the right direction: buyers should be able to understand what is included, what is conditional, and what still needs to be verified.

Visor's job here is not to replace the dealer site or guarantee the final out-the-door price. It is to make the online price easier to inspect before you decide whether a listing is worth your time.

Starting small, expanding quickly

This is rolling out with a very small number of listings at first. You will not see it everywhere yet.

That is intentional. We are starting where the data is good enough to show responsibly, then expanding coverage rapidly over the coming weeks as we process more dealer pricing formats.

As always, treat this as another signal in the deal-hunting stack. Check the dealer site, read the fine print, and confirm directly before making any buying decision. But when the data is available, we hope this saves you a few clicks and a lot of squinting.

What's next

• See specific line items on every historical pricing record, including fees or line items that were removed, introduced, or updated (Visor Plus)

• Sort and display only the price you care about, whether that's all-in, without fees, without add-ons, you name it

• Better coverage and support for every wacky "price stack" format under the sun