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 Glassware

Depression glass alone has over 100 documented patterns, and misidentifying a piece of Adam for Sierra can mean a tenfold price difference. Gavelist cross-references glass color, pattern geometry, and form against known production lines from Anchor Hocking, Hazel-Atlas, Federal, and Indiana Glass. For art glass, it distinguishes Fenton carnival glass from modern reproductions and identifies Blenko, Murano, and Lalique by form and technique.

Avg. lots per estate: 10-30Cost: $0.15/lot

Last updated: April 2026

Why Glassware Cataloging Is Time-Consuming

Depression glass patterns are extremely similar — Cherry Blossom vs Dogwood requires precise pattern matching
Carnival glass reproductions from the 1960s-80s flood the market and are commonly mistaken for early pieces
Unmarked art glass (Murano, Czech) must be identified by technique — latticino, millefiori, sommerso
Pressed glass vs cut glass distinction affects value by 10x or more
Color names are manufacturer-specific — 'pink' Depression glass was marketed under dozens of proprietary names

What Gavelist Identifies from Photos

Depression glass pattern identification — American Sweetheart, Cherry Blossom, Royal Lace, Cameo
Glass type classification — pressed, cut, blown, art glass, carnival, milk glass
Color identification using collector terminology — vaseline, jadite, cobalt, amberina
Maker attribution — Fenton, Fostoria, Heisey, Cambridge, Blenko, Steuben
Form identification — goblet, compote, cake stand, candy dish, water pitcher

Common Glassware in Estate Auctions

Depression glass table sets and serving pieces

Carnival glass bowls and vases

Cut crystal stemware and decanters

Milk glass hobnail vases and dishes

Fenton art glass — cranberry, burmese, opalescent

Pyrex and Fire-King vintage kitchenware

Oil lamps and chimney glass

Stained glass panels and sun catchers

Photography Tips for Better AI Results

1Backlight translucent glass to reveal color, pattern detail, and any hidden damage
2Photograph maker marks on the base — many are subtle acid-etched logos
3Include a shot showing the pattern repeat clearly, especially for Depression glass identification
4Use a dark background for clear glass and a light background for colored glass for best contrast

Related Categories

Ceramics & Pottery Kitchenware

Try AI cataloging for glassware

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

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