What counts as a lot?

A lot is a single auction item, regardless of how many photos it has. One lot with 10 photos counts the same as one lot with 1 photo.

How does Pay as You Go work?

No monthly fee. Add a payment method and pay $0.15 per lot only when you run descriptions. Perfect for seasonal auctioneers or occasional sales.

What happens if I go over my lot limit?

On subscription plans, additional lots are billed at $0.12 per lot — automatically metered and added to your monthly invoice. No surprises.

Can I change plans at any time?

Yes. Upgrade instantly and we'll prorate the difference. Downgrade at the end of your billing cycle. Switch between Pay as You Go and subscriptions anytime.

How are your descriptions better?

Most tools analyze a single photo. Gavelist examines every photo in the lot — front, back, backstamps, labels, maker marks, detail shots. More photos means more accurate descriptions, correct brand attribution, and fewer misidentifications.

What's a voice profile?

Gavelist learns your description style from examples you provide. The AI then writes new descriptions that sound like you — your vocabulary, your structure, your voice. Available on every plan.

How does Gavelist compare to other cataloging tools?

Most tools charge more for less — single-photo analysis, limited export options, and email-only support. Gavelist gives you proprietary sorting assistance, truly automatic CSV and filename generation, and unbeatable description quality from painstakingly trained AI. Plus, you always have direct access to Ben, the founder.

What is AI auction cataloging?

AI auction cataloging uses artificial intelligence to generate lot descriptions from photos of auction items. Instead of manually typing descriptions for each lot — which takes 4-7 minutes per item — AI cataloging tools like Gavelist analyze photos and produce titles, descriptions, condition assessments, and category assignments in seconds, reducing cataloging time by 80-90%.

Does Gavelist work with HiBid?

Yes. Gavelist exports catalogs in HiBid-compatible CSV format. Process your photos in Gavelist, then export and import directly into your HiBid account. The export includes titles, descriptions, categories, and lot sequencing formatted for HiBid's import requirements.

How do I speed up auction cataloging?

The fastest way to catalog any auction is to use AI-powered cataloging software. Take photos of all items, upload them in bulk to Gavelist, and let AI generate descriptions. This reduces days of manual cataloging to hours. Gavelist processes hundreds of lots per session and exports directly to your auction platform.

What types of items can Gavelist identify?

Gavelist has specialized AI prompts for 18 categories: furniture, jewelry, fine art, ceramics, glassware, tools, collectibles, vintage electronics, toys, textiles, kitchenware, sporting goods, musical instruments, books, coins, stamps, vehicles, and general items. Each category uses domain-specific identification trained on thousands of real auction lots.

What auction platforms does Gavelist export to?

Gavelist exports to all major auction platforms including HiBid, AuctionFlex, LiveAuctioneers, Proxibid, and any platform that accepts CSV or XLS spreadsheet imports. Export formats include lot titles, descriptions, categories, condition notes, and photo references.

Is Gavelist only for estate auctions?

No. Gavelist works for any auction that needs lot descriptions — estate auctions, consignment auctions, business liquidations, charity auctions, government surplus, and more. Any auction with high lot volume benefits most because AI cataloging scales linearly while manual labor does not. Estate auctioneers are our primary users, but the tool works for all auction types.

Home

AI CatalogingMedium Difficulty

AI Cataloging for Vehicles & Automotive

Estate vehicles range from barn-find project cars to daily drivers with 200,000 miles. Gavelist identifies make, model, year, trim level, and visible features from exterior and interior photos, producing a description framework you can supplement with mileage, VIN verification, and title status. The AI catches details like factory options, aftermarket modifications, and body condition that help set bidder expectations accurately.

Avg. lots per estate: 1-5Cost: $0.15/lot

Last updated: April 2026

Why Vehicles & Automotive Cataloging Is Time-Consuming

VIN verification and title status must be confirmed independently — photos cannot verify legal ownership
Mileage must be manually verified and cannot be determined from photos
Trim level identification affects value significantly — a base model vs a limited edition of the same car
Barn finds and project vehicles need honest condition disclosure that avoids both overpromising and underselling
Motorcycle and small vehicle identification requires brand-specific knowledge of model year changes

What Gavelist Identifies from Photos

Make, model, and approximate year from body style, grille, and badge identification
Trim level and package indicators — emblems, wheel styles, interior materials
Body condition assessment — visible rust, dents, paint condition, tire state
Interior condition — seat wear, dashboard condition, aftermarket modifications
Engine bay identification when photographed — engine type, visible modifications
Aftermarket additions — wheels, exhaust, audio systems, lift kits

Common Vehicles & Automotive in Estate Auctions

Cars and trucks — running and project condition

Motorcycles — cruisers, sport bikes, vintage

Tractors and farm equipment

Boats and marine equipment

ATVs, UTVs, and recreational vehicles

Trailers — utility, enclosed, flatbed

Riding mowers and zero-turn mowers

Golf carts and low-speed vehicles

Photography Tips for Better AI Results

1Photograph all four corners plus front and rear straight-on for complete exterior documentation
2Capture the odometer, VIN plate, and dashboard for mileage and identification verification
3Include engine bay photos for mechanically inclined buyers — they reveal maintenance history
4Show any rust, damage, or modifications honestly — vehicle buyers inspect in person and penalize surprises

Related Categories

Tools & Hardware Sporting Goods

Try AI cataloging for vehicles & automotive

$0.15 per lot, no monthly commitment. Upload vehicles & automotive photos and get descriptions in seconds. Or call Ben at (412) 580-7398

Start Cataloging Free Calculate Your Savings