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.
Get your product feeds and pages ready for AI shopping answers, then measure where your products appear.
Shoppers now ask ChatGPT, Google AI Mode, Microsoft Copilot and Perplexity what to buy. Those answers draw on product feeds, page schema and crawler access, and small errors can leave your products out or wrong. AI Shopping Channel Setup fixes those inputs. We clean up your feeds and schema, connect the ChatGPT shopping channel where eligible, and test 30 shopping prompts before and after.

AI Shopping Channel Setup fixes the product data that AI assistants use for shopping answers. We review and fix Google and Microsoft Merchant Center feeds for up to 500 products, fix product schema on up to 3 templates, check AI crawler access and test 30 shopping prompts before and after.
AI assistants are becoming another place people shop, but they rely on the data your store gives them. Feed errors, mismatched prices, missing schema or blocked crawlers can all keep products out of answers. Most store owners never see these problems, because nothing breaks on the store itself. This setup checks and fixes those inputs across Google and Microsoft Merchant Center, your product templates and crawler settings. It then measures where your products appear in four assistants, before and after. Each assistant decides its own answers, so we improve your eligibility but never promise placement.
We fix the inputs AI shopping answers use: Merchant Center feeds for up to 500 products, product schema and crawler access. Thirty prompts are tested before and after.
Google Merchant Center feed errors are reviewed and fixed, and a Microsoft Merchant Center feed is set up or fixed. Your products reach both with cleaner data.
A feed-to-page parity check compares prices and stock, and schema is fixed on up to three product templates. Assistants then see the same details shoppers find on your store.
We set up an AI referral channel in GA4. Visits from assistants show separately from other traffic, so you can track them month by month.
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 | 10–20 working days | $1,625 |
Before you start: Export Merchant Center diagnostics and note your current monthly sessions and sales by channel in GA4. The starting prompt test records AI appearances.
These are things to track, not promised results. Outcomes depend on your data, your team and your market.
There are no running costs unless you choose a paid feed app. If your platform charges for its ChatGPT shopping channel, that fee is billed to you by the platform, and we check it with you before connecting. Merchant Center accounts and GA4 stay in your name.
Ask about running costsAdd a note at checkout if you need something specific. If it fits within the Scope Card it is simply included. If it goes beyond it, you get a written Change Quote within two working days, and that work starts only once you accept it, with its time added to your delivery date.
Request a custom versionThis is a one-time setup with 30 days of post-launch support and a re-test. After that, keep feeds clean as you add products, using the fixes we hand over as a guide. On WordPress stores, speed and hosting care is handled by webcare24, our WordPress care brand. Larger catalogs are quoted through a Change Quote.
| Do it yourself | Hire a traditional agency | Upmark Labs | |
|---|---|---|---|
| Cost | Your time, plus trial and error across several dashboards | Often bundled into a larger retainer | One fixed price for a written scope |
| Feeds | Errors fixed when you find time | Depends on the package | Google and Microsoft feeds fixed for up to 500 products |
| Page data | Schema left as the theme set it | May or may not be checked | Schema fixed on up to three templates, with price and stock parity checked |
| AI assistants | You guess whether products appear | Rarely measured | 30 prompts tested in four assistants, before and after |
| Tracking | AI visits hidden in other traffic | Varies by agency | An AI referral channel set up in GA4 |
No one can promise that. Each AI assistant decides which products to show. What we can do is fix the feeds, schema and settings those assistants read, so your products are eligible and accurate. We then test 30 shopping prompts before and after, so you can see what changed across four assistants.
It is a way for some stores to share product data directly with ChatGPT shopping answers. Eligibility depends on your platform and changes over time, so we check it when you order. Where your store is eligible, we connect the channel or feed. Approval for Instant Checkout is decided by OpenAI, not by us.
Yes. It works for Shopify and WooCommerce stores with 20 to 500 products, and the feed, schema and crawler checks apply to both. On WooCommerce, speed and hosting fixes are not part of this setup. Those are handled by webcare24, our WordPress care brand, if you need them.
No. This setup fixes feed data, schema and settings, not product copy. If titles or descriptions are thin, we note it in the handover. For rewrites, see the Product Descriptions Pack, which you can order separately. Clean data and clear copy work well together for AI shopping answers.
With 30 shopping prompts a buyer might use, such as asking for the best product of your type. We run them in ChatGPT, Google AI Mode, Microsoft Copilot and Perplexity before any changes, then again 30 days later. The re-test report shows where your products appeared each time. AI answers vary, so treat it as a snapshot.
Larger catalogs are quoted through a Change Quote. Add a 'Custom requirements' note at checkout with your product count, and we send a written quote. A second store or a second market is quoted the same way. The core setup still covers your first 500 products.
No. If you do not have one yet, you open it in your business's name and invite us, and we set up the feed during the work. If you already have an account, we review and fix the existing feed instead. Either way, the account stays yours.
Order AI Shopping Channel Setup to fix your feeds, schema and crawler settings, then see where your products appear in four AI assistants.

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