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Neighbor

Neighbor

AI visibility and ranking for Furniture: United States

Furniture [US]
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Direct-to-consumer modular furniture system designed by Yves Behar.

Neighbor
appears in
1.5
% of measured AI answers in this industry and market.

Found score

Track Neighbor’s AI visibility weekly →

AI visibility scores and ranking

Data through

October 25, 2026

Updated

October 25, 2026

Latest scan visibility

1.6

October 25, 2026

Overall visibility

1.5

21 August 2026 – 25 October 2026 (scans 1–11)

Industry rank

20

Within this industry and market

Published scan history

Across 11 recorded scans from 21 August 2026 to 25 October 2026, Neighbor's single-scan score moved from 0.9% to 1.6%, up 0.7 percentage points. Latest recorded scan 1.6% on 25 October 2026; combined-window score 1.5%.

View recorded scan history
Individual recorded scans. Each row is one scan on one date. The published combined-window score is 1.5% over 21 August 2026 – 25 October 2026, measured across every answer in that window — a different sample from any single row below.
Scan dateSingle-scan score
21 August 20260.9%
24 August 20261.3%
30 August 20261.1%
6 September 20261.6%
13 September 20261.6%
20 September 20261.6%
27 September 20261.6%
4 October 20260.7%
11 October 20262.0%
18 October 20262.7%
25 October 20261.6%

Latest scan = one scan. Overall visibility = all answers in the published window.

Visibility across AI platforms

Share of answers naming this brand

Chat GPT logo

ChatGPT

2.4%

Perplexity Logo

Perplexity

1.9%

Google logo with a multicolored capital G in blue, red, yellow, and green.

AI Overviews

0.2%

21 August 2026 – 25 October 2026 (scans 1–11)

Claude LogoDeep Seek LogoGrok Logo

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ChatGPT names Neighbor most often.

It appears in 2.4% of collected ChatGPT answers and 0.2% of Google AI Overviews answers: a difference of 2.2 percentage points within the published window. This describes where mentions occur; it does not establish why the platforms differ.

Named across 10 of 150 questions.

Neighbor appears in at least one collected answer to 6.7% of the tracked questions. That is question coverage; the 1.5% visibility score measures its share of individual answers.

Across 11 published scans, visibility ranged from 0.7% to 2.7%. The latest scan was 1.6% on 25 October 2026. Individual scan scores and the published-window score describe different samples.

How this brand compares.

View the full industry list

Industry list

In the same market.

Compare brands using the same question set and published window.

21 August 2026 – 25 October 2026 (scans 1–11)

Share of collected answers naming each brand

Named in the sample

Prompts that surface this brand

The brand is named in at least one collected answer to each of these questions.

  • Best furniture for a coastal home US
  • Best outdoor furniture US
  • Best outdoor furniture brands US
  • Best outdoor furniture for small spaces US
  • Best outdoor lounge settings US
  • Best outdoor sofas US

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 made furniture (Medley, BenchMade Modern, Maiden Home)
  • Best furniture brands US (Article, Maiden Home, Thos. Moser)
  • Best independent furniture brands US (Maiden Home, Vermont Woods Studios, Thos. Moser)
  • Best furniture for a new home US (Article, Burrow, Room & Board)
  • Best pet friendly sofas US (Burrow, Maiden Home, Cozey)
  • Best American owned furniture brands (Vermont Woods Studios, Thos. Moser, Room & Board)

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 weatherproof outdoor furniture US

From the recorded answer

Top Picks: **[Neighbor Terra Loveseat ]( …
Read recorded answer

Recorded answer text · Google AI Overviews · 25 October 2026

The best weatherproof outdoor furniture depends heavily on your climate and material needs, combining durability against rain, sun, and wind with low maintenance.

### Top Weatherproof Materials & Recommendations

- Poly Lumber / High-Density Polyethylene (HDPE): - Why it's great: Solidly constructed, colored all the way through, won't crack or rot, and resists moisture, salt, and insects. - Top Picks: Polywood Lakeside 4-Piece Deep Seating Set or **[Polywood Grant Park Modern Adirondack Chair ]( (priced around $499-$799) as highlighted by Forbes Vetted and Crate & Barrel. - Teak & Thermally Modified Wood: - Why it's great: Teak is a dense hardwood packed with natural oils that naturally fend off moisture, rot, and pests, aging gracefully to a silver-gray. Thermally modified ash is non-porous and sustainably sourced from U.S. or urban forests. - Top Picks: [Pottery Barn Woodside Eucalyptus Outdoor Sofa ]( or [Yardbird Winnie Grade-A Teak ]( collections. - Powder-Coated Aluminum & Stainless Steel: - Why it's great: Naturally rust-resistant, lightweight, and modern. Stainless steel handles high winds and heavy wear well. - Top Picks: [Neighbor Terra Loveseat ]( (aluminum frame with Sunbrella cushions) or [Hampton Bay Crystal Ridge Wicker Outdoor 4-Piece Modular Sectional Set ]( featuring CushionGuard water-resistant fabrics (around $798 at Home Depot). - Synthetic HDPE Wicker & Rope: - Why it's great: Replaces fragile natural wicker with UV-stabilized, solution-dyed synthetic weaves that resist fading and sagging. - Top Picks: Yardbird or Castlery US modular and deep-seating wicker sets.

---

### Best Choices by Climate | Climate Type | Recommended Material | Why It Works | |---|---|---| | Coastal / High Humidity | Powder-coated aluminum, poly lumber, or Grade-A teak | Resists salt-air corrosion, moisture, and mold better than untreated iron or cheap steel. | | High Wind / Open Areas | HDPE poly lumber or heavy iron/aluminum | Heavier builds keep pieces from blowing around during storms. | | Intense Sun / Desert | Teak, thermally modified wood, or high-grade synthetic wicker | Withstands harsh UV rays without warping or scorching like low-grade plastics. |

To help narrow down the best set for your space, let me know:

- What type of space are you furnishing (small balcony, large deck, poolside)? - What is your approximate budget? - What kind of weather (heavy rain, intense sun, or snow/freezing winters) hits your area the hardest?

ChatGPT

The question asked

Best outdoor furniture US

From the recorded answer

!Haven Collection by Neighbor - Outdoor Furniture …
Read recorded answer

Recorded answer text · ChatGPT · 25 October 2026

# Best outdoor furniture brands in the US

If you're shopping for outdoor furniture in the United States, I'd compare brands based on weather resistance, comfort, design, durability, and price\. The best choice depends on whether you're furnishing a patio, a poolside lounge, a deck, or a covered porch.

Here are the brands I'd start with, from premium designer furniture to more budget-friendly options.

## 7 brands worth comparing

!Vineyard Curveback Upright Adirondack Chair

1\. POLYWOOD - Best for durability

(Best low-maintenance pick)

Made from recycled plastic lumber, with classic Adirondack chairs, dining sets and deep-seating collections. A strong choice for rain, humidity and sunny patios.

Price: \$\$-\$\$\$

Shop POLYWOOD

---

!Isola 3-pc. Sofa Set in Natural Teak & Driftwood Wicker with Open Weave & Teak Frame

2\. Frontgate - Best premium all-around option

Excellent starting point for polished lounge seating, coordinated conversation sets, umbrellas and resort-style patios.

Price: \$\$\$-\$\$\$\$

Shop Frontgate

---

!Malibu Metal 4-Piece Outdoor Sectional (85") | Pottery Barn

3\. Pottery Barn - Best timeless style

Traditional and transitional designs, attractive sectionals, dining sets and outdoor accessories. A good choice for a coordinated, upscale home aesthetic.

Price: \$\$-\$\$\$\$

Shop Pottery Barn

---

!Acacia Wood & Dravite Ivory Outdoor Sectional | Lubek | Article

4\. Article - Best contemporary value

Clean, modern silhouettes and stylish outdoor sofas, lounge chairs and sectionals. Worth comparing if you want a designer look without spending at the luxury end.

Price: \$\$-\$\$\$

Shop Article

---

!Haven Collection by Neighbor - Outdoor Furniture

5\. Neighbor - Best teak and comfortable lounging

Modern teak frames, generous cushions and performance fabrics. Particularly appealing for a sophisticated outdoor living room.

Price: \$\$\$-\$\$\$\$

Shop Neighbor

---

!Venice Silver Oak Outdoor Wicker with Cushions 7 Piece Sectional + 59 x 32 in. Woven Top Lounge Table - Fortunoff Backyard Store

6\. Yardbird - Best for complete patio sets

A specialist in coordinated outdoor seating and dining furniture. Compare its all-weather designs if you want a cohesive setup rather than buying individual pieces.

Price: \$\$-\$\$\$

Shop Yardbird

---

!NÄMMARÖ table+4 chairs w armrests, outdoor, light brown stained/Kuddarna light grey-beige, 140x75 cm - IKEA UK

7\. IKEA - Best budget option

Affordable bistro sets, compact patio furniture, outdoor tables and chairs. Ideal for smaller patios or furnishing a space on a tighter budget.

Price: \$-\$\$

Shop IKEA

These recommendations reflect the brands' typical strengths and current editorial buying guides, rather than a laboratory-tested ranking. www.hgtv.comwww.architecturaldigest.comtollbit.forbes.com

## What material should you buy?

!POLYWOOD Grant Park Slate Grey 5-Piece Recycled Plastic Outdoor Dining Arm Chair Set PWS2713-1-GY - The Home Depot

Recycled plastic lumber

Best for low maintenance and year-round outdoor exposure. Heavier, quality-made pieces can be a good long-term investment.

!Discovering the Benefits of Wayfair's Teak Outdoor Dining Tables

Teak wood

Best for a natural, premium look. It can weather to a silver-gray patina; periodic cleaning and optional oiling help maintain its appearance.

!Portside Aluminum Outdoor 3-Piece Chaise Sectional (116") | West Elm

Powder-coated aluminum

Best for sleek, lightweight furniture that resists rust. Check the coating quality and protect it from scratches.

!Aiho 6-Piece Outdoor Furniture Set, PE Wicker, Grey, Cushions, Adjustable Feet, U-Shape - Walmart.com

All-weather synthetic wicker

Best for a cozy, traditional patio look. Choose a UV-resistant weave over a sturdy frame and check cushion fabric specifications.

For most homes in the southeastern US, I'd prioritize aluminum, quality synthetic wicker or recycled plastic, with quick-drying cushions and removable covers. These materials are practical for humid summers and frequent rain. www.hgtv.comwww.homesandgardens.com

## Let me narrow it down for you

1\. What's your total budget?

Under \$750

\$750-\$1,500

\$1,500-\$3,000

\$3,000-\$6,000

\$6,000+

---

2\. What are you furnishing?

Patio or backyard

Covered porch

Poolside lounge

Outdoor dining area

---

3\. Which style do you prefer?

Modern luxury

Classic or traditional

Coastal / Hamptons

Natural wood / teak

Contemporary wicker

---

4\. What's most important?

Long-lasting durability

Comfort and cushions

High-end design

Best value for money

[Find my best options]

Perplexity

The question asked

Best outdoor sofas US

From the recorded answer

Best overall: Neighbor Terra Loveseat - sleek aluminum frame, deep plush cushions, and modular options; a strong all-around choice for comfort and durability.
Read recorded answer

Recorded answer text · Perplexity · 25 October 2026

Here are strong US outdoor-sofa picks for 2026, organized by use case:

- Best overall: Neighbor Terra Loveseat - sleek aluminum frame, deep plush cushions, and modular options; a strong all-around choice for comfort and durability. - Best for durability and built-in weather protection: Outer Teak Outdoor Loveseat - solid teak, thick cushions with integrated covers, and a 10-year warranty. - Best modular sofa: Room & Board Breeze Sofa - recycled-plastic construction, many configuration and color choices, and a compact footprint. - Best sectional: Yardbird Langdon - a spacious L-shaped design suited to entertaining. - Best value: Vongrasig 5-Piece Patio Furniture Set - an affordable set option for furnishing a patio rather than buying a standalone sofa. - Best teak sofa: Joss & Main Melrose or Castlery Rio - good choices if you prefer a traditional wood look. - Best for small spaces: Room & Board Breeze Sofa or Birch Lane Daphne - compact options for balconies and smaller patios. - Best statement piece: Frontgate Pasadena II - a curved, design-forward outdoor sofa. - Best budget loveseat: Crestlive Products Patio Loveseat - inexpensive, highly rated, and available in weather-resistant rattan styles. - Best daybed/sofa hybrid: Sand & Stable Jacqueline Outdoor Daybed - adjustable ends allow it to function as a loveseat, daybed, or wider lounge.

### What to prioritize

- Frame: Powder-coated aluminum is lightweight and rust-resistant; teak is heavier and naturally weather-resistant. - Cushions: Look for quick-dry foam and solution-dyed acrylic fabrics such as Sunbrella. - Cover storage: Integrated covers or a dedicated storage solution substantially reduce maintenance. - Climate: In wet or humid areas, prioritize aluminum, teak, quick-dry cushions, and removable washable covers. - Price: Quality standalone sofas commonly range from roughly $900 to $3,000+, while larger sectionals and premium modular designs can cost more.

Best default choice: choose the Neighbor Terra for modern comfort, the Outer Teak for long-term durability, or the Room & Board Breeze for a smaller, low-maintenance patio.

Excerpts from collected AI answers. AI claims are evidence of the response, not verified brand facts.

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Found / Brand snapshot

Neighbor

Furniture

21 August 2026 – 25 October 2026 (scans 1–11)

1.5

%

AI visibility

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A clear measure.
An open method.

Visibility is the share of collected answers that name the brand. Brands in the same industry and market are measured against the same question set.

Published window

74

Answers naming the brand

4946

Answers collected

1.5

AI visibility

Answers naming the brand ÷ all collected answers × 100

01

Ask consistently

The same industry questions across ChatGPT, Perplexity and Google AI Overviews.

02

Record each response

Track brand mentions and positions across the published scans.

03

Compare the same scope

Use the same market, category and measurement window for every comparison.

Read the methodology

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, Neighbor ranks #20 among 39 tracked brands for Furniture · United States (21 August 2026 – 25 October 2026). Its visibility is 1.5%. It was named in 74 of 4,946 AI answers across 10 of 150 tracked questions, averaging position 1.5 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 1.5% AI visibility for Neighbor in Furniture · United States, measured over 21 August 2026 – 25 October 2026. It ranks #20 among 39 tracked brands.

How often does AI mention this brand?

Neighbor was named in 74 of 4,946 collected AI answers, across 10 of 150 tracked questions, for Furniture · United States (21 August 2026 – 25 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 Neighbor by all 4,946 answers in the published Furniture · 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.

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