Marine Layer
Marine Layer carries no score for AI visibility: 3 of the 4 assistants in the published panel answered, and a ranked score is only reported when the whole panel does.
That is a gap in our measurement, not a finding about Marine Layer, and it is why the row is absent from the ranking rather than sitting at the bottom of it. The answers we did collect are below, and they are worth reading even though they do not add up to a score.
Score over time
First measured 2026-08-20. A second run is needed before there is any movement to show, and no brand is re-measured inside 6 days.
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.
- 1What are the best cotton t-shirts?
- 2Best t-shirts for everyday wear
- 3What are the best shirts?
- 4Who makes the best pants?
- 5Best t-shirts under $60
- 6Which brands make the best sweatshirts?
- 7Best shirts for everyday wear
- 8Best pants for everyday wear
- 9Best sweatshirts for everyday wear
- 10Best shorts for everyday wear
- 11Best shirts under $125
- 12Best pants under $125
- 13Best sweatshirts under $125
- 14Best shorts under $110
What this run could detect
14 questions across 3 assistants. Because the same question goes to every assistant, those answers are not independent, so we discount them to 16.4 effective observations. The smallest rate we could reliably tell apart from zero is 17%. So a zero here means we can say this brand appears in under 18% of answers to these questions, not that it never appears.
On the list, or only in the answer
41 of the answers to these questions produced an actual shortlist of brands. Marine Layer was on 0 of them.
Who named them
| Assistant | Answered | Named Marine Layer |
|---|---|---|
| Gemini | 14 | 0 |
| Claude | 14 | 0 |
| Perplexity | 13 | 0 |
| ChatGPT | Not reached on this run | - |
Coverage on this run
Measured 2026-08-27. 3 of 4 assistants responded, returning 41 answers across 56 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
Not enough brands measured in fashion yet. A standing needs at least 3 measured brands in a category, and this one has 1.
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