Shopping
Shopping metrics
How Echod measures product visibility, win rate and position in AI shopping results.
Shopping metrics are calculated from shopping chats: answers that included product cards. Answers without product cards are not part of these numbers, except in Chats with products.
This tells you how much of your prompt set triggers shopping results at all. A low number usually means your prompts are mostly informational.
Example: 80 answers in the period showed product cards. Your trail shoe appeared in 20 of them, so its visibility is 25%.
Example: your trail shoe appeared 20 times and was the first card 5 times, a 25% win rate.
The first card gets the most attention, so win rate is the closest shopping equivalent of being recommended first.