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02 / AI visibility

When your customers ask ChatGPT, help it describe your products accurately.

Brand Discovery prepares the information your team approved for the moments when your customers research purchases in AI assistants such as ChatGPT, Gemini, Perplexity or Claude.

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A customer question asked in an AI assistant is matched with structured, approved product information
Querytail EngineProduct details

Approved details about each product

Explain relevanceCreate consistency
Help AI assistants like ChatGPT understand your products and the needs they meet.

Illustrative destinations. No platform partnership or guarantee of citation is implied.

For your brand

Give your products a clearer story beyond your site.

When a purchase starts in an AI assistant, a short list of attributes is not enough.

01

Explain relevance

Describe uses, differences and constraints rather than relying on a short attribute list.

02

Create consistency

Work from the same approved information as your own site and teams.

03

Learn from questions

Use the words of your customers' questions to see which product details need work.

Next step

See what Querytail could make possible for your catalog.

Share your store URL and we will prepare a conversation about your products and your customers' questions.

Request a personalized demo