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Brand index / fashion

Universal Works

Universal Works was not named in any of the 65 answers we collected about its own category.

AI visibility

0

Agent readability
84
Tracking
94
Landing page
HTML only

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 2026-08-25. 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 Universal Works' 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 shirts?
  2. 2Best shirts for work
  3. 3Which brands make organic shirts?
  4. 4Best shirts for hot weather
  5. 5What are the best pants?
  6. 6Who makes the best jackets?
  7. 7Best shirts under $110
  8. 8Which brands make the best shorts?
  9. 9Best pants for work
  10. 10What are the best linen shirts?
  11. 11What are the best nylon shirts?
  12. 12What are the best merino wool shirts?
  13. 13Best pants for hot weather
  14. 14Best jackets for work
  15. 15Best jackets for hot weather
  16. 16Best shorts for work
  17. 17Best shorts for hot weather
  18. 18Best t-shirts for work
  19. 19Best t-shirts for hot weather
  20. 20Best pants under $150

What this run could detect

20 questions across 4 assistants. Because the same question goes to every assistant, those answers are not independent, so we discount them to 31.3 effective observations. The smallest rate we could reliably tell apart from zero is 9%. So a zero here means we can say this brand appears in under 10% of answers to these questions, not that it never appears.

On the list, or only in the answer

64 of the answers to these questions produced an actual shortlist of brands. Universal Works was on 0 of them.

Who named them

Each assistant, how many answers it gave, and how many named Universal Works.
AssistantAnsweredNamed Universal Works
Gemini200
ChatGPT60
Claude200
Perplexity190

Coverage on this run

Measured 2026-08-25. 4 of 4 assistants responded, returning 65 answers across 80 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 2.

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