# What is a vehicle inventory feed — and what makes yours good
> A plain-English guide to vehicle inventory feeds for used-car dealers: what's in one, why data quality decides your lead quality, feed formats and update frequency, and how to tell a good feed from a broken one.
- Source: https://www.dealervlo.com/blog/what-is-a-vehicle-inventory-feed
- Published: 2026-09-18
- Author: Chris Abouraad
- Tags: listings, syndication, inventory
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Every dealer relies on inventory feeds whether they know the word or not. The moment your cars appear
on CarGurus, Autotrader, or Cars.com without you typing them in one by one, a feed did that. It's the
plumbing underneath modern car listings — invisible when it works, and the quiet reason your leads
dry up when it doesn't.

Worth understanding, then, even if you never touch the file itself. Because the quality of that feed
is the quality of your listings, which is the quality of your leads. Here's what a vehicle inventory
feed actually is, what's in one, and how to tell whether yours is helping you or holding you back.

## What a vehicle inventory feed is

A vehicle inventory feed is a structured, machine-readable file of your current inventory — every
available car, described in a format a marketplace can read — that gets delivered to each channel on
a schedule. Think of it as your lot, translated into a spreadsheet the size of your inventory,
updated as things change, and handed to CarGurus, Autotrader, Cars.com, Facebook, and your own
website so each can build listings from it.

The key thing: it replaces a *person* posting cars with a *system* publishing them. Instead of you
entering the same Silverado into five sites, one feed carries it to all five and keeps them in sync.
That's the difference between listing being a data-entry job and a systems job — the whole premise
of [inventory syndication](/blog/car-listing-sites-for-dealers).

## What's inside one

Per car, a feed carries the facts a shopper and a platform both need:

![What a vehicle inventory feed contains per car: the VIN, year make model and trim, mileage and body style, the price, photo URLs, a description and feature list, and the dealership details and marketplace account IDs that match the feed to you.](/images/post/what-is-a-vehicle-inventory-feed/1)

The VIN is the anchor — decode it and most of the spec fields fill themselves, which is why a clean
feed usually starts with a clean VIN. In [DealerVLO](/used-car-dealer-software), a
[VIN scan at intake](/blog/vin-auto-decoding-used-car-inventory) populates the year, make, model,
trim, and specs the moment a car is entered, so the feed is built on decoded data instead of whatever
someone typed in a hurry. Photos and a real price do the rest of the heavy lifting — a car missing
either one is technically in the feed but effectively invisible, which is the
[number-one reason cars don't show up](/blog/why-cars-not-showing-on-listing-sites).

## Format and frequency (the parts you don't have to love)

Feeds are usually **CSV or XML**, delivered to each marketplace on a schedule — often over SFTP,
sometimes via an API. Every platform wants a slightly different set of columns in a slightly different
shape, which is exactly why hand-building feeds is miserable and why dealers let software emit the
right format per channel from one source. You almost never touch the file; what matters is that the
data behind it is complete.

**Frequency matters more than dealers think.** A feed that refreshes once a day is up to a day stale —
a car you sold this morning can keep pulling calls until tonight's cycle, and a price cut won't reach
shoppers until the next refresh. Closer to real-time is better, because your listings should never be
far behind your actual lot. When your inventory has one source of truth, freshness is automatic: you
change the car once and every channel gets the change on its next pull.

## Good feed, broken feed

Same inventory, wildly different results — it all comes down to the data. This is the checklist I'd
run against any feed, mine or a vendor's:

![What separates a good vehicle inventory feed from a broken one: accurate VIN-decoded specs instead of blank fields, real prices instead of zero or call-for-price, enough photos on every car, sold units removed fast instead of left live, updates that are fresh not day-old, and one source of truth instead of copies drifting apart.](/images/post/what-is-a-vehicle-inventory-feed/2)

Notice that every failure mode on the "broken" side is a *data* problem, and almost all of them come
from the same root: inventory maintained in more than one place. Blank specs, stale prices, sold cars
left live, contradictory listings — those are what happens when there's no single source of truth and
humans are keeping copies in sync by hand. Fix the root and the whole column clears.

## From one record to everywhere

Here's what a healthy feed pipeline looks like end to end — and why, once it's set up, listing stops
being something you *do* and becomes something that *happens*:

![How one inventory record becomes listings everywhere: enter the car once with complete VIN-decoded data, the system formats a feed for each channel, it publishes to your site and the marketplaces on schedule, updates flow out automatically when anything changes, and the car drops off every channel when it sells.](/images/post/what-is-a-vehicle-inventory-feed/3)

That's the model [DealerVLO](/used-car-dealer-software) runs on: enter a car once, VIN-decoded and
complete, and it becomes your website listing plus one feed out to CarGurus, Cars.com, and Autotrader,
staying current on its own and dropping off every channel the moment you mark it sold. You still
enroll with each marketplace for their own account and fees — the feed just means you're never the one
formatting files or chasing stale listings. And once your feed is clean and consistent, you can
finally [measure which channel actually sells cars](/blog/dealership-marketing-cost-per-car-sold),
because you're comparing real listings instead of drifting copies.

## Frequently asked questions

### What is a vehicle inventory feed?

A structured, machine-readable file of your current inventory — every available car with its VIN,
price, specs, and photos — sent to each marketplace and your website on a schedule, so your cars get
listed without you typing them into every site.

### What information is in a car inventory feed?

Per car: VIN, year/make/model/trim, mileage, specs, price, photos, description, and features. Per
dealership: your contact details and the account IDs each marketplace uses to match the feed to you.

### What format is a vehicle inventory feed?

Usually CSV or XML, delivered on a schedule (often over SFTP, sometimes API). Each platform wants a
slightly different layout, which is why software formats it per channel from one source.

### How often should it update?

Daily at minimum, ideally closer to real-time — a stale feed keeps sold cars live and delays price
changes from reaching shoppers.

### What makes a feed good or bad?

Accuracy, completeness, and freshness: VIN-decoded specs, real prices, enough photos, sold cars pulled
fast, and one source of truth. Blank fields, stale prices, and duplicate listings are the marks of a
feed maintained by hand in several places.

## Bottom line

A vehicle inventory feed is just your lot, translated into data and delivered on a schedule — but that
translation is where your listings live or die. Clean, complete, VIN-decoded data with real prices and
photos, refreshed often and drawn from one source of truth, produces listings that get found and
leads that close. Blank, stale, hand-maintained data produces cars that are technically listed and
practically invisible.

You don't have to become a feed engineer to get the good version — you have to keep your inventory in
one place, complete, and let the system handle the rest. That's what [DealerVLO](/used-car-dealer-software)
does: one VIN-decoded record per car, published to your site and syndicated out to the major
marketplaces from a single source, for [$29/month flat](/pricing) with unlimited users and a free
14-day trial that a card starts, no charge until day 14. Get the data right once, and every channel
gets it right for you.

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## FAQ

### What is a vehicle inventory feed?

A vehicle inventory feed is a structured, machine-readable file of your current inventory — every available car with its VIN, price, mileage, specs, photos, and your dealership details — that gets sent to a marketplace or your own website on a schedule. It's how your cars get onto CarGurus, Autotrader, Cars.com, and Facebook Marketplace without you typing each one into each site. Instead of a person posting listings, one feed publishes them and keeps them current as your inventory changes.

### What information is in a car inventory feed?

Per vehicle: the VIN, year/make/model/trim, mileage, body style, color, and drivetrain; the price; a set of photo URLs; and a description and feature list. Per dealership: your name, address, phone, and the account IDs each marketplace uses to match the feed to you. The richer and cleaner that data, the better the car ranks and the more qualified the lead — a listing missing photos or specs gets skipped by shoppers and sometimes by the platform itself.

### What format is a vehicle inventory feed?

Usually a CSV or an XML file, delivered on a schedule to each marketplace — often over SFTP, sometimes via an API. Different platforms want slightly different columns and layouts, which is why formatting a feed by hand is painful and why dealers use software that outputs the right shape for each channel from one source of inventory. As a dealer you rarely touch the file itself; what matters is that the data behind it is complete and current.

### How often should a vehicle inventory feed update?

As close to real-time as the channel allows — daily at minimum, and more often is better. The reason is simple: a feed that updates once a day is up to a day stale, so a car you sold this morning can keep pulling leads until tonight's refresh, and a price you cut won't reach shoppers until the next cycle. The best setups push changes as they happen so your listings are never far behind your actual lot.

### What makes a vehicle inventory feed good or bad?

A good feed is accurate, complete, and fresh: correct VIN-decoded specs, real prices, enough photos, sold cars removed fast, and one source of truth so nothing contradicts itself across sites. A bad feed has blank fields, stale prices, duplicate or sold cars still live, and data that drifts because it's maintained in several places by hand. Feed quality is lead quality — the same inventory can produce great listings or dead ones depending entirely on the data behind them.