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.
Every WooCommerce product gets a long description and a short description in your voice, written into the right fields.
Many WooCommerce stores have products with a missing short description, a thin long description, or both. This edition drafts both in your brand voice from each product's name, attributes and categories, learning your tone from reference examples you approve. Once you sign off, the copy is written back to the right WooCommerce fields through the REST API.

AI Product Description Engine for WooCommerce drafts on-brand product copy for your WooCommerce store and writes it back through the REST API once you approve it. It reads product names, attributes and categories, learns your tone from up to 20 reference examples, and fills up to 3 mapped fields per product. Every sample is approved by you first.
Product copy is often the last thing a busy store owner gets to, and it shows in conversion and search rankings. Writing both a long and a short description for every WooCommerce product by hand is tedious, so many stores never finish. This edition does it consistently, in your voice, and saves it where it belongs. The documented field mapping and written scope tell you exactly what is read and written before you order.
The engine reads product names, attributes and categories from WooCommerce and drafts on-brand copy. It learns your tone from up to 20 reference examples you choose and approve.
Up to three mapped fields can be filled per product, such as the short description and the main description. Every page carries complete copy in each field.
Approved copy is written back through the WooCommerce REST API. You approve every sample first, and the field mapping is documented for your records and future changes.
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 | $2,900 |
| Express | 15–25 working days | $3,400 |
| Rush | 10–20 working days | $3,900 |
Before you start: Export your WooCommerce products and count empty or thin description fields. Record current Search Console clicks to product pages.
These are things to track, not promised results. Outcomes depend on your data, your team and your market.
You pay once for the build. Afterwards, AI model usage runs roughly $20 to $150 a month in your own accounts, rising in months when you push large batches through. WordPress hosting and any WooCommerce licenses sit outside this build and are billed as they are now.
Build and test usage is charged to your accounts too.
Ask about running costsWriting to custom WooCommerce fields or objects beyond the mapping, covering a second language, or adding a fourth format is priced as a Change Quote. Note it at checkout for a written quote. Larger or bespoke projects go through the Custom AI request form instead.
Request a custom versionMonthly maintenance covers monitoring, fixes and a monthly allowance of change hours, such as running a new category or refreshing copy after attribute changes. Bigger changes go through a Change Quote.
$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 content plugin sells credits or a yearly license | A copywriter quotes per product | Ours is one fixed price, shown before you buy |
| Short and long copy | Often one block of text | Both, written by hand | Ours writes each format to its own mapped field |
| Product facts | Whatever you type into a prompt | Gathered manually | Ours reads WooCommerce attributes and categories directly |
| Delivery | Install today, prompt product by product | Set per project | Ours has a fixed delivery time shown before you buy, with faster options |
Yes, if you choose them as two of the three output formats. Each format is tied to its own WooCommerce field in the documented mapping, so the long and short descriptions are written separately rather than one being trimmed from the other. The third format can be bullet highlights or similar.
It reads the attributes and categories already set on each product, such as size, material or color, and treats them as facts the copy must respect. If an attribute is missing or contradictory, the product is set aside for a person rather than filled with an invented detail.
Yes. The 25 sample outputs can be written to test records or a staging copy of your store, so you see them on real product pages before approving. Live products are only updated after you sign off and the two rounds of changes are complete.
Read and write access to products, created by your WooCommerce admin and shared securely in the way we agree at intake, never by email. The field mapping then limits which product fields are actually written. You can revoke the keys in WooCommerce settings at any time to end access.
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. Each includes the WooCommerce field mapping, 25 approved samples, two rounds of changes and a recorded forty-five-minute handoff session. Running costs of roughly $20 to $150 a month are separate and paid to your own providers.
No. The mapping limits writes to the description fields you choose, so prices, stock and other commercial data stay untouched. The list of writable fields is agreed in writing on the 30-minute call before the build begins, and testing confirms nothing else changes.
Order AI Product Description Engine for WooCommerce and long and short descriptions are drafted in your voice and written to WooCommerce only after you approve them.


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Recommends products on site and in email based on behavior and purchase history.