Comparison

Pobo LLM vs. ChatGPT and Claude

ChatGPT and Claude write a text. Pobo LLM takes the data from your e-shop, builds the whole product page and deploys it back to the shop.

ChatGPT / Claude

A universal AI assistant

  • Writes a good text for one product
  • Helps with the prompt and with analysis
  • You copy the content into the e-shop by hand
  • Does not know the structure or data of your catalogue
Best for: writing individual texts and coming up with ideas
Pobo LLM

A platform for product content

  • Generates content for thousands of products at once
  • Places it into a graphic template built from widgets
  • Deploys it straight back to the e-shop
  • Works with your parameters, EANs and categories
Best for: e-shops that need to handle the whole catalogue

In short: ChatGPT or Claude is a tool for writing a text. Pobo LLM runs the whole life cycle of product content, from data through AI to the finished page on your e-shop.

One description takes a similar time everywhere. An hour does not.

We gave the same product to all three and measured it. The first column is almost a tie. The second one is where the difference lives.

Per descriptionPer hour
Pobo LLM61 s1 340
ChatGPT or Claude in a chat window75 s48
Your own connection to the API90 s40

Pobo LLM works on eight products at once, the other two do one at a time. A catalogue of 5,000 products is therefore a matter of hours with Pobo LLM, and roughly 103 hours of writing in a chat window.

And the photos are still missing

Neither a chat window nor the API can draw a product photo. Pobo LLM adds them to the description right away, cropped to one format.

How the content is actually made

A chat window is one model with one knowledge base. Pobo LLM is a team of agents, each on a different job, running at the same time.

ChatGPT / ClaudeIts own knowledge baseOne modelA block of text

One model, one knowledge base, one output.

Pobo LLMPobo LLM1 agent writes the text8 agents draw icons for benefits andparameters4 agents generate the product photos4 agents look the product upGeminiPerplexityOpenAIGoogle1 agent writes translations, product names,short descriptions and SEO fields

Agents running at the same time, each on a different job.

Feature comparison

ChatGPT / ClaudePobo LLM
Text for a single product✓✓
Your prompt saved and reused across the whole catalogue✕✓
Research across Gemini, Perplexity, OpenAI and Google✕✓
Agents that read supplier and manufacturer websites✕✓
Generates product photos✕✓
Draws icons for parameters and benefits✕✓
Product name and SEO fields written into the e-shop✕✓
Translations into other languages in the same run✕✓
Bulk generating for thousands of products✕✓
Uploads the content back to the e-shop✕✓

How it works in practice

Pobo LLM writes the content on our own machine, and the output always lands in your real templates and structure, not in a plain block of text.

Claude or ChatGPT on their own
  1. Write a good text and help with the prompt.
  2. Reach directly into the HTML and CSS, so the structure of the code changes.
  3. One badly placed image or a changed structure and the page breaks.
  4. With a large number of products the follow-up checking is very demanding.
Pobo LLM
  1. Generates the content on Pobo LLM, our own model.
  2. Takes the data from the e-shop and creates content by the rules you set.
  3. Places the content into a ready-made graphic template built from Pobo LLM's own widgets.
  4. Never touches the HTML or CSS itself, AI only fills content into widgets whose structure stays the same.

Templates ready for your e-shop

AI can generate templates tailored to your products.
Browse all templates

Frequently asked questions

What is the main difference between Pobo LLM and ChatGPT?

ChatGPT writes a text for one product. Pobo LLM takes the data from your e-shop, generates content for the whole catalogue, places it into a graphic template and uploads it back to the shop.

I already write descriptions in ChatGPT. Is it worth switching?

For a single product a chat window is fine. The moment you have a whole catalogue to fill it stops being fine, because you write the prompt again for every product and someone has to place every text by hand. Pobo LLM writes the content and puts it straight into your template and on the e-shop.

Do I have to know how to write prompts?

You do not. You set the prompt once, you can start from a prepared template, and Pobo LLM then applies it to every product the same way.

What if I do not like the generated content?

Nothing is uploaded without your approval. You go through the content in the approval tab, edit it by hand and only then send it to the e-shop.

Does AI touch the code of my e-shop?

No. AI fills content into widgets whose structure it never changes. It does not touch the HTML or CSS, so the output does not break even across thousands of products.

Let us show you AI on your own products

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.

  • We show AI generating content on your own products
  • Space for your questions
  • No obligation, no sales pitch
Lenka