AI Descriptions for Wavebid Auction Catalogs
Wavebid manages your auction workflow. Gavelist adds the missing piece — AI-powered descriptions generated from your lot photos across 18 categories. Catalog in Wavebid, describe with Gavelist, import back. From $0.15 per lot.
Wavebid was the first cloud-based auction management software — cataloging, clerking, accounting, and marketing in one system. It handles the operational side of running an auction, and it integrates with BidWrangler for online bidding. What Wavebid doesn't do is write lot descriptions from photos using AI. That's the gap Gavelist fills. According to ZipRecruiter, auction catalogers earn $14–$28 per hour. Circuit Auction AI's research shows that manual cataloging of a 200-lot auction takes 3–4 weeks of specialist time. Gavelist cuts that to minutes: upload your lot photos, the AI analyzes every image per lot — not just one — and generates auction-ready descriptions across 18 category-specific models. Export to Wavebid format, or to HiBid, Proxibid, or any other platform.
Wavebid Manages the Auction. Descriptions Are Still on You.
Wavebid handles cataloging workflow, clerking, accounting, and marketing — everything an auction house needs to run a sale. But when it comes to the actual lot descriptions, you are still typing them one at a time. Wavebid's template-based cataloging speeds up data entry, but it cannot look at a photo and tell you who made it, what condition it is in, or what it is worth.
For a 200 to 400 lot auction, writing detailed descriptions means identifying makers from backstamps and signatures, noting condition issues from every angle, and composing professional catalog copy for each lot. At 8 to 10 minutes per lot, that is 25 to 65 hours of writing before your clerking and accounting workflow even begins.
According to ZipRecruiter, auction catalogers earn $14–$28 per hour. Circuit Auction AI's research shows that manual cataloging of a 200-lot auction takes 3–4 weeks of specialist time.
Your Wavebid workflow is efficient everywhere except the one place that takes the most time. Description writing is the bottleneck, and templates alone cannot solve it because every lot is different.
Gavelist Adds the Missing Piece to Wavebid
Gavelist is an AI description engine that generates professional catalog content from your auction photos. It fills the one gap in your Wavebid workflow — turning photos into detailed, buyer-ready descriptions with maker identification, condition reports, and value estimates.
The AI does not look at a single thumbnail and guess. It examines every photo attached to each lot — the front, back, bottom, maker's mark, label, and detail shots. It identifies manufacturers, reads signatures and hallmarks, notes chips and repairs, estimates value ranges, and writes descriptions that give buyers the information they need to bid with confidence. In Gavelist's the 2026 ONE WARE benchmark found that multi-image AI achieved an F1 score of 93.2% compared to 56.0% for single-image analysis — a 37 percentage point improvement in object detection.
Set up a voice profile and the AI writes in your house's style. Whether you prefer formal catalog language for fine art and antiques or straightforward listings for commercial equipment, the output matches your brand. Across 18 category-specific models, the AI knows the terminology, condition factors, and value drivers for each type of lot.
Wavebid Photos In, AI Descriptions Back
Catalog in Wavebid
Use Wavebid's mobile or desktop cataloging to capture photos and organize lots. Your existing workflow stays the same — lot numbers, categories, and photos all set up in Wavebid.
Export Photos to Gavelist
Upload your lot photos to Gavelist. Pre-numbered files get detected automatically. The conveyor belt interface lets you drag, split, and merge lots if needed.
AI Generates Descriptions
Gavelist's AI analyzes every photo per lot — backstamps, signatures, condition, dimensions. Complete catalog descriptions generate in minutes, not days.
Import Back to Wavebid
Download your descriptions as a CSV and import the content back into Wavebid. Lot numbers stay matched. Your clerking, accounting, and marketing workflow picks up right where cataloging left off.
Also Export to Every Platform
Catalog once in Gavelist, export descriptions for Wavebid and every other major auction platform. Your descriptions, titles, and lot data formatted for each platform's native import.
Plus generic CSV export for any platform that accepts spreadsheet imports.
The AI Layer for Wavebid Auctioneers
Every feature designed to add professional AI descriptions to your Wavebid cataloging workflow — automatically.
More Lots, Less Money
Every plan includes all export formats. No add-on fees, no premium tiers.
No monthly commitment
- $0.15 per lot — pay only when you use it
- Multi-photo AI — every angle analyzed
- Voice profile — AI matches your style
- All export formats included
- No monthly commitment
$0.08/lot included
- Up to 1,000 lots per month
- Multi-photo AI — every angle analyzed
- Voice profile — AI matches your style
- All export formats included
- Review queue with smart flagging
- Direct access to the founder
$0.06/lot included
- Up to 2,500 lots per month
- Everything in Auctioneer
- Advanced voice profile tools
Need more lots? Just $0.09 per additional lot — automatically metered.
Common Questions About Wavebid + Gavelist
How does Gavelist fit into my Wavebid workflow?
Gavelist adds AI description generation to the cataloging step that Wavebid leaves manual. Export your lot photos from Wavebid, run them through Gavelist's AI to generate detailed descriptions with maker identification, condition reports, and value estimates, then import the descriptions back into Wavebid. The rest of your Wavebid workflow — clerking, accounting, marketing — stays exactly the same.
Can I use Gavelist alongside Wavebid's mobile cataloging?
Yes. Use Wavebid's mobile app to capture photos and organize lots on-site, then export those photos to Gavelist for AI description generation. Gavelist handles the writing — the most time-consuming part — while Wavebid handles the field workflow you already have set up.
Does Gavelist replace Wavebid?
No. Wavebid is your auction management platform — cataloging, clerking, accounting, and marketing. Gavelist is an AI description engine that fills the one gap Wavebid does not cover: writing detailed lot descriptions from photos. The two tools work together, each handling what it does best.
How many lots can Gavelist describe for a Wavebid auction?
Gavelist processes approximately 300 lots in 8 minutes using 6 concurrent AI workers. A typical 200-lot auction goes from photos to export-ready descriptions in under 30 minutes including review time. There is no lot limit per job — auctioneers regularly run 400 to 750 lot auctions through the system.
What does it cost to add AI descriptions to my Wavebid catalogs?
Pay As You Go is $0.15 per lot with no monthly fee. The Auctioneer plan is $79/month for 1,000 lots, Pro is $160/month for 2,500 lots, and Enterprise is $250/month for 5,000 lots. All plans include the same AI engine and all export formats. No extra charge for Wavebid-compatible output.
Gavelist also works with HiBid · LiveAuctioneers · Proxibid · AuctionZip · BidWrangler · AuctionFlex · AuctionMethod · Why platform-independent cataloging matters
Add AI Descriptions to Your Wavebid Workflow
Try Gavelist free, or call Ben directly to see how it handles your next catalog. No demo request forms. No waiting.