Gain deeper insights into product visibility in AI-generated shopping results with the new fields added to the ChatGPT Products element in LLM Scraper API. These additions provide richer product metadata and merchant-level information.
What’s new
The following fields are now available in the chat_gpt_products element:
merchants– displays the merchant name along with additional sellers when available (e.g., “Walmart + others”).id_to_token_map– a Base64-encoded token containing Google Shopping product identifiers associated with the product.product_ids– a new array that contains detailed information on Google Shopping product IDs associated with the product as well as the search query used by ChatGPT to retrieve the product from Google Shopping. You can use some of the IDs from this array to obtain more product information with Google Shopping Merchant API.
How it works
These fields are already available in API responses when you use ChatGPT LLM Scraper Advanced Task GET and Live endpoints; no extra configuration is required to start using them.
Why it matters
The new product details in ChatGPT LLM Scraper API make it easier to analyze how products appear in AI-driven shopping results and how they are connected to Google Shopping data. With this information, you can:
➤ Monitor competitor product visibility in ChatGPT results.
➤ Identify which merchants and products are returned for specific queries.
➤ Compare product results from AI-powered vs traditional search.
Check our docs to learn more about the new fields and start using them for more product search insights.