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.

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AI Cataloging for Furniture

Estate furniture is the backbone of most auctions — and the hardest category to catalog consistently. Gavelist identifies wood species, construction methods, period styles from Queen Anne to Mid-Century Modern, and known maker marks from a single photo set. Instead of spending 5 minutes per lot researching dovetail joints and finish types, get accurate, sale-ready descriptions in seconds.

Avg. lots per estate: 40-80Cost: $0.15/lot

Last updated: April 2026

Why Furniture Cataloging Is Challenging

Distinguishing solid hardwood from veneer requires close-up photos of edges and drawer interiors
Period attribution is nuanced — a 1920s Colonial Revival piece is not the same as an 18th-century original
Maker marks are often hidden on drawer bottoms, back panels, or inside cabinet doors
Condition reporting for upholstered pieces must note fabric state without overpromising on frame integrity
Large pieces like armoires and dining sets need dimensions that photos alone cannot provide

What Gavelist Identifies from Photos

Wood species identification — oak, walnut, mahogany, cherry, maple, pine
Period and style classification — Victorian, Eastlake, Art Deco, Danish Modern, MCM
Construction indicators — dovetail type, mortise-and-tenon, machine vs hand-cut joints
Maker marks and labels from Henredon, Drexel, Ethan Allen, Stickley, Herman Miller
Hardware style and era — batwing pulls, wooden knobs, Bakelite handles
Finish type and condition — original lacquer, shellac, later polyurethane coats

Common Furniture in Estate Auctions

Dining table and chair sets

Dressers and chest of drawers

Curio cabinets and china hutches

Upholstered armchairs and sofas

Desks — roll-top, secretary, kneehole

Bedroom suites — bed frame, nightstands, vanity

Bookcases and display shelving

Cedar chests and blanket boxes

Photography Tips for Better AI Results

1Photograph drawer interiors to show dovetail construction and any maker labels
2Include a shot of the back panel — plywood backs indicate post-1940s production
3Capture hardware close-ups; original hardware significantly affects value
4Shoot at eye level for proportions, then close-ups of any damage, repairs, or unique details

Related Categories

Kitchenware Textiles & Clothing General Household

Try AI cataloging for furniture

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

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