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AI answers snapshot for Ludlow MillsAs of November 3, 2026Sample: fictional brands
We asked each question three times in each assistant. Here is who gets named, where the answers come from, and what to change.
Answers naming each brand, of 45.
| Brand | Named in |
|---|---|
| Kettle & Co | 31 |
| Strider | 24 |
| Ludlow MillsYou | 2 |
Sources the assistants cited, by answers citing them.
| Source | Cited in |
|---|---|
| A review site's “best dress socks” list | 18 |
| Kettle & Co's own product pages | 14 |
| A men's style magazine gift guide | 11 |
| Reddit threads | 9 |
| Your website | 0 |
Get onto the lists the answers cite. A review site's “best dress socks” list is cited in 18 answers. You're not on it; Kettle & Co and Strider are.
Say what you make, in plain text, on your own pages. Fabric, weight and price sit in images on your product pages, where assistants can't read them. Kettle & Co's pages state them in text.
Answer the gift question. Gift questions named Kettle & Co's gift box in 7 of 9 answers. You sell a gift set, but no page says so.
How many of the three runs in each assistant named Ludlow Mills.
| Question | ChatGPT | Perplexity | Gemini |
|---|---|---|---|
| What are the best men's dress socks? | |||
| Colourful dress socks that last? | |||
| Merino dress socks under $25? | |||
| Gift socks for a man who has everything? | |||
| Is a sock subscription worth it? |
Example data for a design mock: fictional brands, questions and answers. A real check asks each question three times in each assistant, signed out, in US English, on the date shown. Assistants change their answers often; this shows what they said then, and nothing here can make an assistant name a brand.
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