AI Visibility Report

Best Sweaters:
What AI Actually Recommends

We asked ChatGPT, Gemini, and Google AI Overviews a full set of shopping-intent queries about sweaters. Across 19 AI responses, here's which brands actually get named — and how you can make sure yours does too.

What AI recommends

The exact products AI names in sweaters

Not brands — specific products, pulled from 19 AI answers across 1 model. “Avg rank” is where it lands in the list when it is named; a product named less often but ranked first is winning a different fight.

#1
H&M Regular-Fit Fine-Knit Sweater
Named in 3 of 19 answers
#2
Quince Mongolian cashmere crewneck
Named in 2 of 19 answers
1
Avg rank
#3
L.L.Bean Essential Merino Crewneck
Named in 2 of 19 answers
4
Avg rank
#4
Uniqlo Lambswool Sweater
Named in 2 of 19 answers
8
Avg rank
#5
Old Navy SoSoft cardigan
Named in 2 of 19 answers
11
Avg rank
#6
L.L.Bean Essential Merino Wool Crewneck
Named in 2 of 19 answers
#7
L.L.Bean merino crewneck
Named in 1 of 19 answers
1
Avg rank
#8
Vince Classic Cashmere Crewneck
Named in 1 of 19 answers
1
Avg rank
#9
UNIQLO Extra-Fine Merino Sweater
Named in 1 of 19 answers
1
Avg rank
#10
Dale of Norway Setesdal
Named in 1 of 19 answers
1
Avg rank

What AI cites as reasons

Materials, technologies and standards named alongside the recommendations above.

acrylic 1cotton 1viscose 1wool 1

Based on 19 answers so far — fewer than we’d want before reading much into the order.

What AI Says

The 8 brands AI names most often

Ranked by how often each brand appears across the 19 AI answers we analyzed for this category.

#1
Uniqlo
Named in 5 of 19 answers
26%
Mention rate
#2
L.L.Bean
Named in 4 of 19 answers
21%
Mention rate
#3
H&M
Named in 3 of 19 answers
16%
Mention rate
#4
J.Crew
Named in 3 of 19 answers
16%
Mention rate
#5
Quince
Named in 3 of 19 answers
16%
Mention rate
#6
Goodfellow & Co
Named in 2 of 19 answers
11%
Mention rate
#7
Lands' End
Named in 2 of 19 answers
11%
Mention rate
#8
NAADAM
Named in 2 of 19 answers
11%
Mention rate
Real buyer queries

Questions AI is being asked about sweaters

Sourced from what people actually type into Google + Bing autocomplete before they turn to AI. If your brand isn't in the answer to these questions, you're missing the buyer.

  1. “cheap sweaters for kids”
  2. “affordable cashmere sweaters”
  3. “best sweaters for dachshunds”
  4. “affordable wool sweaters”
  5. “best sweaters in norway”
  6. “affordable sweaters for women”
  7. “sweaters top down”
  8. “review of oliver charles sweaters”
  9. “buying sweaters in iceland”
  10. “affordable sweaters for men”

Get your brand in the answer

Foxish tracks recommendations per SKU, not just per brand. Import your Shopify catalog (or CSV upload), pick your category, and see which of your products AI actually names for sweaters queries within minutes. Free plan tracks 5 SKUs — no credit card required.