Stop losing sales to badautomotivepowersportsapplianceheavy-dutyHVACparts data

ChatGPT is a great generalist, but in parts, “pretty close” is a return or an abandoned cart. General models are trained on the whole internet, so they sound confident about everything and are precise about very little. We once watched someone ask an AI to copy an image exactly, 74 times in a row. It never produced an exact copy, and each try drifted further from the original. Here’s why “prompt magic” isn’t real.

We spend about half our time building the parts that aren’t AI: industry rules, standards like ACES and PIES, and validation checks every record passes before you see it. AI gives you creativity; guardrails give you confidence. And Versable works across your whole catalog at once, not one pasted row at a time. If you’re comparing vendors, these are the questions we’d ask any AI tool, including us.

No, and we wouldn’t want it to. A catalog manager’s job is a bundle of tasks. Some are strategic: knowing your product lines, your customers, where your coverage has gaps. Others are repetitive: copying attributes off vendor sites, reformatting files, cleaning up HTML. Versable takes the repetitive work, so your team can spend its time on the decisions only they can make. Our founder’s thoughts on where the catalog manager role is headed.

Not at all. Versable can be your full parts data platform if you want it to be, from your system of record to AI enrichment to sending listings out to every channel. But it’s built in modules, so you can also plug in just the piece you need. Many teams start with one problem, like filling in missing attributes or getting listings ready for a marketplace, and keep everything else exactly as it is. Getting set up takes about 30 minutes.

That’s what we’re for. When JEGS started with us, 60–70% of new brands sent data that needed heavy manual cleanup, and some sent nothing but a part number and a product name. The missing information usually already exists somewhere: on the supplier’s website, in a PDF catalog, on similar listings. The aftermarket never had a data shortage; it had an access problem. Versable gathers it from across the web and turns it into one clean record. How our web scraping module works.

Anyone selling parts where specs and attributes are a must, not a nice-to-have. That includes retailers onboarding hundreds of brands, manufacturers sending data to their retailers, and marketplace sellers. Most of our customers are in auto parts, and we also work with companies selling HVAC, powersports and heavy-duty parts.

AI agents are starting to shop on people’s behalf: searching, comparing, and buying with no human checking the listing before checkout. That means bad data no longer just loses a sale. It creates a confident wrong purchase and a return. Walmart learned this the hard way: it pulled its in-ChatGPT shopping experience about five months after launch, citing wrong items in carts. An agent reasoning over bad data is just a faster way of being wrong. Versable makes sure your data is ready for both kinds of shoppers, agents and humans. Why agentic commerce has a blind spot.

It’s a simple monthly subscription that scales with how much data you run through Versable. Plans start at $1,000 a month. On a demo, we’ll look at your catalog together and point you to the plan that fits, with no guesswork.

Usually faster than you’d expect. Most jobs take anywhere from minutes to a couple of days, depending on how complete your files are and how much needs to change. At JEGS, onboarding a brand used to take anywhere from a few days to over a week. Now it takes one to two days. One brand they had to turn away went live in about 36 hours with more than 1,000 new parts. Read the full JEGS story.

Yes, and the bigger the catalog, the more there is to gain. Some of our customers have millions of SKUs on Versable.

Your product data is the backbone of your business, and we treat it that way. We never use it to train our models, and no other Versable customer can see anything you share with us. If your security team has questions, we’re happy to walk them through how we handle your data.