Coilovers
Which brands the models name when a shopper asks which coilovers to buy. Run across ChatGPT, Gemini and Perplexity, refreshed as new checks come in.
Who the models name
Mention rate is the share of the 218 answers that named the brand at all. A brand can be named without being recommended first, which is why the order below is not a ranking of quality.
27 more brands were named in fewer than 5% of answers. Show all 34
The questions behind it
The buying questions shoppers actually put to the models in this category.
Where the answers come from
The sources the models cite for this category, by share of cited answers.
How this page is made
Every free visibility check runs a category's buying questions through ChatGPT, Gemini and Perplexity and records which brands each answer names. This page aggregates those runs. It reports what the models said, not our opinion of any brand, and mention rate is not a measure of product quality.
Individual store scorecards are private. When someone runs a check, the detailed result for their store stays with them. Only the category-level view is published here.
Questions about a figure on this page, or a request to have a brand removed? Get in touch and we will respond within five business days.