Generative engine optimization: how to get cited by AI search
What generative engine optimization really is, what the research shows, and a step-by-step plan to get your pages cited by AI search.
Your master catalog adapted into ready-to-publish listings for the third-party marketplaces you sell on.
Selling on several marketplaces means rewriting the same product data again and again, each time in a different format with different rules. This build takes your master catalog and adapts it into listings that match each marketplace's own field structure and category rules. Every listing is approved before it is published, so your products appear correctly everywhere you sell.

AI Marketplace Listing adapts your master product catalog into listings for the marketplaces you sell on. These include Walmart, eBay, Etsy, TikTok Shop and Amazon. Each listing follows that marketplace's own fields and category rules. Output goes to the one destination you choose. You approve every listing before publishing.
Marketplaces can open up large new audiences, but poorly formatted listings get suppressed, rejected or simply ignored. Reformatting by hand for each channel is slow and error-prone, which holds back expansion. This build turns one master catalog into listings that fit each marketplace properly, so you can sell in more places without more admin. The written scope sets out the marketplaces covered, the approval step and the output destination before you order.
AI Marketplace Listing adapts your master catalog into listings shaped for each marketplace you sell on. It matches each one's field structure and category rules.
Each listing is formatted to the marketplace's own fields and category rules before you see it. That can mean fewer listings bounced back for fixes after you submit them.
Listings start from your master catalog, in your brand voice from up to 20 reference examples. Output goes to one destination, and you approve every listing before publishing.
Your portal lists these the moment you order. Delivery starts the working day after everything is in and your access is checked.
| Option | Delivery time | Price |
|---|---|---|
| Standard | 20–30 working days | $1,900 |
| Express | 15–25 working days | $2,300 |
| Rush | 10–20 working days | $2,650 |
Before you start: Record how long listing a product takes and how many listings were rejected last month. Note which marketplaces you sell on.
These are things to track, not promised results. Outcomes depend on your data, your team and your market.
The build price is one-time. Running the engine is billed to your own accounts, mostly AI model usage: typically $20 to $150 a month, depending on how many listings you generate.
AI usage during the build and test phase is billed the same way, so your AI provider relationship stays in your own name throughout.
Ask about running costsSelling on more marketplaces than fit one destination and 3 output formats? Add a note at checkout and we return a written Change Quote before that extra scope starts. Larger or bespoke projects go through the Custom AI request form instead.
Request a custom versionOptional monthly maintenance covers monitoring, fixes, model and platform updates, a monthly health report and monthly change hours for changes such as a new marketplace format or a product batch. It starts once the 30 days of included support end and can be cancelled in any month.
$249/mo (the minimum fee, includes 2 change hours)
Optional. Starts after the post-launch support period. Cancel any month.
How maintenance works| Do it yourself with a SaaS tool | Hire a custom agency | Upmark Labs | |
|---|---|---|---|
| Price | A multichannel listing tool charges a monthly fee per connected marketplace | A listings agency quotes per marketplace, per catalog | Ours is one fixed price, shown before you buy |
| Scope | A listing tool syncs the same text everywhere, formatting issues included | An agency agrees scope during the project | Ours is written on the Scope Card before purchase |
| Field mapping | Most tools push raw fields without adapting to each marketplace's rules | An agency build depends on what was agreed | Ours maps each product to the target marketplace's own structure |
| Delivery | A listing tool connects in a day but formatting stays generic | An agency usually takes several weeks, set per project | Ours has a fixed delivery time shown before you buy, with faster options |
| Review step | Most tools publish immediately with no sample stage | An agency build depends on what was agreed | Ours reviews 25 sample outputs with you before the full batch |
Each delivery speed has one fixed price. The price panel shows standard, express and rush side by side before you pay, and the cart confirms your delivery date. Running costs of roughly $20 to $150 a month are separate and paid to your own providers.
Typically $20 to $150 a month in AI model usage, depending on how many listings you generate in a given month. There is no separate platform fee from us. Optional monthly maintenance for ongoing format changes is priced on this page.
It delivers finished, marketplace-formatted listings to the single destination you choose, such as your store, a CMS or a shared drive. Publishing to the marketplace itself happens through your own marketplace account, so you control exactly what goes live and when.
Any marketplace with a documented listing structure, such as Walmart, eBay, Etsy, TikTok Shop, Google Shopping or Amazon. You choose up to three formats during the build. If Amazon is your main channel, AI Amazon Listing Optimization goes deeper on Amazon's own search rules and is the better fit.
Yes. The engine learns from the 10 to 20 reference examples you approve before the full run, and 25 sample outputs are reviewed with you first, so listings read like your brand on every marketplace rather than drifting between formats.
You can move to monthly maintenance, which includes monitoring, fixes and a monthly allowance of change hours. It is optional, bills monthly and can be cancelled in any month. Without it, the pipeline keeps running; you simply lose included changes.
Yes. Every listing delivered to your destination is yours outright, to edit, publish or reuse on any marketplace you choose, this run or a later one. Nothing about ongoing use depends on us staying involved after the 30 days of included support end.
Order AI Marketplace Listing and your master catalog becomes marketplace-ready listings, reviewed with you first, so you can sell in more places without reformatting by hand.

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