Across 8 recorded scans from 21 August 2026 to 4 October 2026, L.L.Bean's single-scan score moved from 3.1% to 4.7%, up 1.6 percentage points. Latest recorded scan 4.7% on 4 October 2026; combined-window score 4.2%.
View recorded scan history
Individual recorded scans. Each row is one scan on one date. The published combined-window score is 4.2% over 21 August 2026 – 4 October 2026, measured across every answer in that window — a different sample from any single row below.
Scan date
Single-scan score
21 August 2026
3.1%
24 August 2026
5.3%
30 August 2026
4.2%
6 September 2026
4.4%
13 September 2026
4.4%
20 September 2026
4.0%
27 September 2026
3.1%
4 October 2026
4.7%
Latest scan = one scan. Overall visibility = all answers in the published window.
Visibility across AI platforms
Share of answers naming this brand
ChatGPT
4.2%
Perplexity
5.3%
AI Overviews
2.9%
21 August 2026 – 4 October 2026 (scans 1–8)
See insights from more platforms.
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It appears in 5.3% of collected Perplexity answers and 2.9% of Google AI Overviews answers: a difference of 2.4 percentage points within the published window. This describes where mentions occur; it does not establish why the platforms differ.
Named across 32 of 150 questions.
L.L.Bean appears in at least one collected answer to 21.3% of the tracked questions. That is question coverage; the 4.2% visibility score measures its share of individual answers.
Across 8 published scans, visibility ranged from 3.1% to 5.3%. The latest scan was 4.7% on 4 October 2026. Individual scan scores and the published-window score describe different samples.
The brand is named in at least one collected answer to each of these questions.
Best American camping brands
Best American hiking brands
Best American outdoor brand that ships internationally
Best American outdoor brand vs imported outdoor brand
Best American outdoor brands
Best American owned outdoor brands
Examples from the published question set. A mention on one platform does not mean every platform names the brand.
Other brands in these answers
Prompts that surface other brands
Different shopping needs can bring other brands into view. An absence here does not necessarily signal a problem.
Best American camping brands (Big Agnes, YETI, NEMO Equipment)
Best American outdoor brands (Patagonia, Filson, The North Face)
Cheapest way to buy quality hiking gear US (Patagonia, Osprey Packs, Columbia Sportswear)
Which outdoor brands have Black Friday sales US (The North Face, Columbia Sportswear, Outdoor Research)
Best American outdoor brand vs imported outdoor brand (Patagonia, Outdoor Research, The North Face)
Which American outdoor brands are sold overseas (Columbia Sportswear, The North Face, Patagonia)
Competitor names are shown where they appear in the collected examples.
Recorded AI questions and answers
Recorded examples from the scan. Each card pairs a shopper’s prompt with an excerpt from the AI response.
Google AI Overviews
The question asked
Best outdoor brand for a first time camper US
From the recorded answer
L.L.Bean: …
Read recorded answer
Recorded answer text · Google AI Overviews · 4 October 2026
!What camper brands are best for large families?
REI Co-op is the best overall outdoor brand for a first-time camper in the US because it offers beginner-friendly, high-value gear backed by expert advice and a dependable return policy.
### Top Outdoor Brands for Beginners
- REI Co-op:
- Why it fits: Best for value, durability, and ease of use.
- Top beginner pick: REI Co-op Base Camp 6 tent or their basic camp furniture lines.
- Perks: Staff at physical stores help you test and set up gear before you buy.
- L.L.Bean:
- Why it fits: Known for classic, rugged comfort and weather protection without complex technical setups L.L.Bean.
- Top beginner pick: Traditional canvas sleeping bags, durable camp blankets, and weather-resistant apparel.
- Osprey:
- Why it fits: Makes the most reliable, comfortable backpacks with an industry-leading lifetime warranty Osprey.
- Top beginner pick: An Osprey 55L to 65L pack for anyone transitioning from day hikes to overnight camping.
- Nalgene:
- Why it fits: Essential, indestructible hydration gear that every US camper starts with Nalgene.
- Top beginner pick: 32oz wide-mouth water bottle.
### Brand Comparison
| Brand | Best For | Price Range (USD) | Beginner Friendliness |
|---|---|---|---|
| REI Co-op | Tents, sleeping pads, general gear | $30 - $400 | High (Intuitive setup) |
| L.L.Bean | Camp comfort, blankets, apparel | $40 - $300 | High (Classic designs) |
| Osprey | Backpacks & load-carrying | $140 - $320 | Medium (Requires proper fitting) |
| Nalgene | Water bottles & storage | $15 - $20 | High (Simple & rugged) |
To help narrow down your gear list, tell me:
- Are you planning car camping (driving right up to your tent site) or backpacking (hiking with your gear)?
- How many people are going on the trip?
- What is your estimated budget?
If you're looking for American-founded hiking and outdoor brands, these are among the most respected:
| Brand | Best known for | Based in |
|-------|----------------|-----------|
| Patagonia | Premium hiking apparel, rain shells, insulation, sustainability | California |
| The North Face | Technical hiking, backpacking, mountaineering gear | California |
| Outdoor Research | Rain gear, gloves, gaiters, alpine clothing | Washington |
| Mountain Hardwear | Technical mountain apparel and camping equipment | California |
| Columbia Sportswear | Affordable, reliable hiking clothing and footwear | Oregon |
| Osprey | Industry-leading hiking and backpacking backpacks | Colorado |
| NEMO Equipment | Lightweight tents, sleeping bags, sleeping pads | New Hampshire |
| Sierra Designs | Backpacking tents, sleeping bags, packs | California |
| Kelty | Budget-friendly camping and backpacking gear | Colorado |
| Darn Tough | Merino hiking socks with a lifetime warranty (made in Vermont) | Vermont |
| L.L.Bean | Hiking boots, outdoor clothing, camping gear | Maine |
| KEEN | Comfortable hiking shoes and sandals | Oregon |
| Merrell | Popular hiking boots and trail shoes | Michigan |
| Hyperlite Mountain Gear | Ultralight backpacks and shelters | Maine |
| REI Co-op | Broad selection of quality hiking gear under its house brand | Washington | wildbounds.com
### Best by category
- Best overall apparel: Patagonia
- Best backpacks: Osprey
- Best hiking boots/shoes: KEEN, Merrell
- Best rain gear: Outdoor Research
- Best ultralight gear: Hyperlite Mountain Gear
- Best tents: NEMO Equipment
- Best socks: Darn Tough
- Best value: Columbia, Kelty, REI Co-op flux.agency
### If "Made in USA" matters
Many American brands manufacture globally. Brands with significant U.S. manufacturing include:
- Darn Tough (Vermont socks)
- Hyperlite Mountain Gear (Maine)
- Danner (selected boots made in Oregon)
- Origin USA (selected apparel)
- Western Mountaineering (California sleeping bags) allamerican.org
For a premium hiking kit, a common combination is:
- Clothing: Patagonia + Outdoor Research
- Backpack: Osprey
- Tent: NEMO Equipment
- Socks: Darn Tough
- Boots: KEEN or Danner (if you want more U.S.-made options) wildbounds.comflux.agency
Perplexity
The question asked
Best award winning American outdoor brands
From the recorded answer
L.L.Bean - Best for classic outdoor clothing, boots, and family-oriented outdoor gear; it remains one of Maine's most recognizable outdoor brands.
Read recorded answer
Recorded answer text · Perplexity · 4 October 2026
The best award-winning American outdoor brands depend on the category, but these are strong, widely recognized choices:
- Patagonia - Best overall for technical apparel, environmental leadership, and repairability; a benchmark in American outdoor gear.
- NEMO Equipment - Best for innovative tents, sleeping systems, and camping design; frequently recognized for technical performance.
- Big Agnes - Best for lightweight tents and backpacking sleep systems; its tents have received major outdoor gear awards.
- Sierra Designs - Best for accessible, performance-oriented tents and sleeping bags.
- Forloh - Best for American-made hunting and outdoor apparel; its AllClima system received a best-overall rain-gear award from Field & Stream.
- Osprey - Best for hiking and travel backpacks, with a long-standing reputation for comfort and durability.
- The North Face - Best for broad outdoor use, from climbing and skiing to everyday adventure apparel.
- Mountainsmith - Best for practical packs and camping equipment, with deep roots in Colorado's outdoor industry.
- Topo Designs - Best for durable, design-focused packs and casual outdoor clothing.
- L.L.Bean - Best for classic outdoor clothing, boots, and family-oriented outdoor gear; it remains one of Maine's most recognizable outdoor brands.
### Best picks by use
| Use | Recommended brand |
|---|---|
| Technical clothing | Patagonia |
| Backpacking tents | NEMO Equipment or Big Agnes |
| Hunting apparel | Forloh |
| Hiking backpacks | Osprey |
| Casual outdoor clothing | L.L.Bean or Topo Designs |
| Broad adventure gear | The North Face |
| American-made focus | Forloh |
For the strongest combination of awards, reputation, and product range, start with Patagonia, NEMO Equipment, Big Agnes, Osprey, and Forloh.
Excerpts from collected AI answers. AI claims are evidence of the response, not verified brand facts.
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This is a sample of AI responses. Answers vary by platform and date; visibility does not measure sales or product quality.
Overall visibility combines answers within the published dates. Some market series accumulate scans from launch; others use four-scan cycles. A new cycle changes the scoring window, while individual scan history is retained. Compare the dates and sample sizes before comparing periods.
In the Found by Flux AI Visibility Index, L.L.Bean ranks #17 among 41 tracked brands for Outdoor & Adventure · United States (21 August 2026 – 4 October 2026). Its visibility is 4.2%. It was named in 150 of 3,599 AI answers across 32 of 150 tracked questions, averaging position 3.6 when mentioned.
Source: Found by Flux · ChatGPT, Perplexity and Google AI Overviews. Visibility measures mentions in this sample, not sales or recommendation quality.
The scores, explained.
The scope, scores and comparisons behind this brand profile.
What is this brand’s AI Visibility Score?
Found by Flux records 4.2% AI visibility for L.L.Bean in Outdoor & Adventure · United States, measured over 21 August 2026 – 4 October 2026. It ranks #17 among 41 tracked brands.
How often does AI mention this brand?
L.L.Bean was named in 150 of 3,599 collected AI answers, across 32 of 150 tracked questions, for Outdoor & Adventure · United States (21 August 2026 – 4 October 2026). A mention can include a comparison or qualification; it is not necessarily a recommendation.
How is the AI Visibility Score calculated?
Found divides the number of collected answers naming L.L.Bean by all 3,599 answers in the published Outdoor & Adventure · United States sample, then multiplies by 100. The same question set is used across ChatGPT, Perplexity and Google AI Overviews. See the Found methodology for the scope and limitations.
