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Brand index / fashion

Marine Layer

Marine Layer was not named in any of the 64 answers we collected about its own category.

AI visibility

0

Agent readability
56
Tracking
62
Landing page
88

Ranked on AI visibility alone. The other three are reported beside it and are not added together: they measure different things in different units.

Score over time

First measured 2026-08-07. A second run is needed before there is any movement to show, and each brand is re-measured about every three weeks.

What we asked

Built from Marine Layer's own public catalogue, so they are different for every brand. None of them names the brand, because a question that does guarantees a mention.

  1. 1What are the best cotton t-shirts?
  2. 2Best t-shirts for everyday wear
  3. 3What are the best shirts?
  4. 4Who makes the best sweatshirts?
  5. 5Best t-shirts under $60
  6. 6Which brands make the best pants?
  7. 7Best shirts for everyday wear
  8. 8Best sweatshirts for everyday wear
  9. 9Best pants for everyday wear
  10. 10Best shorts for everyday wear
  11. 11Best socks for everyday wear
  12. 12Best shirts under $125
  13. 13Best sweatshirts under $125
  14. 14Best pants under $125
  15. 15Best shorts under $110
  16. 16Best socks under $10

What this run could detect

16 questions across 4 assistants. Because the same question goes to every assistant, those answers are not independent, so we discount them to 25.0 effective observations. The smallest rate we could reliably tell apart from zero is 11%. So a zero here means we can say this brand appears in under 12% of answers to these questions, not that it never appears.

On the list, or only in the answer

63 of the answers to these questions produced an actual shortlist of brands. Marine Layer was on 0 of them.

Who named them

Each assistant, how many answers it gave, and how many named Marine Layer.
AssistantAnsweredNamed Marine Layer
Gemini160
Perplexity160
ChatGPT160
Claude160

Coverage on this run

Measured 2026-08-07. 4 of 4 assistants responded, returning 64 answers across 64 question-and-assistant pairs. Every score on this page is scoped to those conditions, and a run that reaches too few assistants reports no score rather than a lower one.

Against its category

Marine Layer ranks 9 of 11 measured fashion brands. The category median is 5.

This page carries the ranking. The schema, tracking, catalogue and landing-page findings behind the other three scores are on the report itself.

See the full audit for this store