A marketplace seller agent
that answers buyers and guards your margin
Selling across marketplaces means answering the same buyer questions: stock, shipping time, specs. That happens dozens of times a day, across however many listings and platforms you run. It also means repricing fast enough to stay competitive, without ever dropping below cost. We build an agent that answers buyers from your real catalog, and guards every price change against your actual margin before it goes live.
Where the volume multiplies
Selling on marketplaces means answering a steady stream of buyer questions that already have a factual answer sitting in your system. Is this in stock. How long does shipping take. Does this fit a specific use case. Answering them slowly, or inconsistently, costs sales, and sometimes a platform’s own response-time rating. The volume multiplies with every marketplace and every listing a seller runs.
Pricing has the opposite problem. It needs to move fast to stay competitive. But a fast price change made without checking real cost data is exactly how a seller ends up filling orders at a loss. That often goes unnoticed until a margin report, weeks later, shows the damage already done across dozens of orders.
What it answers, and what it blocks
The agent answers buyer questions from your real catalog, stock and shipping data, across every marketplace you sell on. A buyer gets a correct, immediate answer, instead of waiting for someone to check and reply. Order and delivery status questions get answered the same way, from real order data, without a manual lookup each time.
On pricing, every proposed change, whether from a repricing rule, a competitor signal or a manual adjustment, runs through a margin guard. It checks the change against your actual cost data, and blocks anything that would sell at a loss. That is the same guard logic we verified in a pre-launch run on our own marketplace: zero orders cleared below cost, out of 864 checked. A price change that passes the guard syncs across every marketplace where that listing exists, so pricing stays consistent without a seller updating each platform separately.
Anything outside the standard flow, a dispute, a return request, a question that needs judgment beyond the catalog, alerts your team with full context. It is never guessed at. That matters most exactly where a wrong answer costs real money, or a platform penalty.
What strategy stays yours
Actual fulfillment, dispute resolution, and any pricing strategy decision beyond the margin floor itself stay with your team. The agent answers correctly and fast, and refuses to let a price go below cost. Strategy and judgment calls on exceptions are yours.
What blocks a bad price before it ships
The margin guard is a hard block, not a warning, on any price change that would sell below your real cost. Every buyer answer is checked against live catalog and order data. Disputes and anything outside the standard flow alert a human immediately. A kill switch pauses automated pricing or messaging in one message.
Price and timeline
| Option | Price | What it covers | Timeline |
|---|---|---|---|
| Agency runs it | from $2,200 + support plan | Buyer Q&A, margin guard, one marketplace | 3 to 5 weeks |
| Full control, handover-ready | from $3,200 | Source, prompts and margin logic handed to your team, multi-marketplace setup | 3 to 5 weeks |
Related
Full package breakdown on the AI agents service page and ecommerce services. Within this group, pair it with the upsell and renewal agent for repeat marketplace buyers. See multi-marketplace repricing automation and pricing rules and margin guards for the automation-only version of this logic. Real builds: a catalog of 25,746 listings with pricing and delivery guards is in the digital goods marketplace automation case study. A margin guard verified on 864 orders with zero below cost is in the ProBay AI agent team case study.
Want buyer questions answered instantly and your margin protected on every price change? Get in touch and we will look at your listings on the first call.
FAQ
How much does a marketplace seller agent cost?
From $2,200 for buyer Q&A and a margin guard on one marketplace, live in 3 to 5 weeks. A multi-marketplace version with synced repricing usually starts at $4,200.
What is a margin guard, specifically?
A hard check against your real cost data, that blocks any price change which would sell below cost. It's the same guard we verified in a pre-launch run on our own marketplace: zero orders cleared below cost, out of 864 checked.
Can it answer questions on more than one marketplace at once?
Yes. Each marketplace's messaging system connects separately. The catalog and margin logic stay consistent across all of them, so a buyer gets the same correct answer, no matter which platform they are on.
What happens with a question outside the standard flow?
It alerts your team with the full context rather than guessing, which matters most for disputes, returns and anything involving a buyer's money.
Does it handle order fulfillment too?
It answers order and delivery status questions from your real order data. Actual fulfillment, whether automated separately or manual, stays whatever process you already run.