Product categorisation
Thousands of products sorted overnight
Sorting products into categories and filling in parameters across the whole catalogue. Exactly the kind of job that is unaffordable on a foreign API and routine on our own machine.
It finds and verifies the product information, fills in what is missing and writes the descriptions from what it has checked. It runs on our own computers in Europe, so we know what it does with your data.


Hundreds of e-shops already run on Pobo







The machine is running and this is the work we are moving onto it.
Thousands of products sorted overnight
Sorting products into categories and filling in parameters across the whole catalogue. Exactly the kind of job that is unaffordable on a foreign API and routine on our own machine.
Facts that at least two sources agree on
Pobo LLM looks up missing parameters, images and other product details on supplier and manufacturer sites, compares the sources and fills in only what checks out.
Rich content in the look of your shop
Descriptions written from verified information and placed into your design template, FAQ and galleries included. Thousands of products without paying a foreign API for each one.
Without retyping a single row
A supplier file becomes finished product pages. Reading the file, matching the columns and filling in what is missing moves onto our own model.
One step fails, not the whole job
Instead of one big request, the work is split into steps that the system runs, checks and repeats when one of them fails. You see which step a job is on, not just a spinner.
You find out whether the assistants name you
Pobo LLM asks the assistants people actually use, watches whether your shop comes up in the answers, and fills the facts that are missing into your descriptions.
Want one of these first? Tell us on a demo. Book a personal demo →
Three of them up close, each with a different shape of work.
From a supplier file to finished product pages
The file goes round once. Pobo LLM reads it, matches the columns to your catalogue, looks up what is missing, writes the descriptions, checks the result and hands over finished product pages.
From choosing products to exporting to your shop
You choose the products, the prompt and the design template. Pobo LLM writes the descriptions and the missing product images and icons are added alongside. You approve the result and it goes to your shop.
How description generation works →Measures whether the assistants name you and fills in what is missing
Pobo LLM measures your visibility in AI assistants, works the findings into the descriptions and measures again.

In Pobo we do not just generate text. Complete content comes out of it, FAQ, galleries and videos included, and all of it holds the look of your shop.
Three things a rented AI cannot give you, no matter how much you pay for it.
Supplier price lists, catalogues and internal documents are processed on our own hardware. They never travel to a foreign cloud, so when a legal department asks where the data sits, there is one concrete answer.
Our own machine does not count requests. A job that goes through your entire catalogue can run overnight, and if the result is not good enough, you run it again without paying anything extra.
Rate limits, price changes and models being switched off somewhere else do not concern us. What runs here keeps running.
The model itself is the easy part. What makes the result usable is everything around it.
What if one model gets expensive or disappears?
For every task we pick what suits it. Our own model handles the data and writes the product descriptions, the best available models take care of translations and articles. That choice is ours to make, not something a contract dictates.
What if the model makes up a price?
Where a mistake costs money, a fixed rule decides, not the model's guess. A price has to be a number, an EAN has to have eight or thirteen digits. No model talks its way past that.
How do you know the information is true?
When we look something up about a product, we compare several independent sources and use only what at least two of them agree on. One model makes things up. Three do not make up the same thing.
Agents bring the data in, Pobo LLM decides what gets through. Nothing lands in your shop without passing the check.
Think of Pobo LLM as a copywriter without the keys to your shop. It gets the source material, hands back finished text, and that is where its job ends. Saving the text into your shop is done by our system, and only where it belongs.
For every generated text we keep the prompt that produced it, the model that wrote it and the moment it happened. When something comes out wrong, it can be traced back.

A supplier file, text from the web, an image someone uploads. We treat all of it as unverified. It reaches your shop only after it has passed our checks.
A plain list, so you can forward it to whoever asks.
High volume, sensitive input, and a result that goes through a check before anyone acts on it.
Text your customer reads. We are not going to make it worse just to have a nicer marketing claim.
The answers procurement and IT ask for, not marketing.
On our own hardware in Europe. It is not a rented slice of somebody else's cloud.
For the tasks that run on Pobo LLM, yes, and writing product descriptions is one of them. Translations, blog articles and looking things up on the web still go through external models, and we would rather say so than promise something we cannot keep. The list above shows exactly which is which.
We will name the price of each feature when it is finished. What we can say now: jobs that go through an entire catalogue are the most expensive thing a foreign API charges for, and exactly what our own machine handles overnight for the price of electricity. That is why we are building on it.
Now. Pobo LLM is in operation on our own hardware and runs underneath what you already use. Tell us you are interested and we will go through your catalogue together.
No. It runs underneath what you already use. You will notice it as things getting faster and fewer mistakes left to fix by hand.
In thirty minutes Lenka goes through your catalogue with you and shows you what the descriptions would look like. If you would rather look around on your own, you can start right away.
