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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
1.3
% 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 4, 2026

Updated

October 4, 2026

Latest scan visibility

0.7

October 4, 2026

Overall visibility

1.3

21 August 2026 – 4 October 2026 (scans 1–8)

Industry rank

21

Within this industry and market

Published scan history

Across 8 recorded scans from 21 August 2026 to 4 October 2026, Neighbor's single-scan score moved from 0.9% to 0.7%, down 0.2 percentage points. Latest recorded scan 0.7% on 4 October 2026; combined-window score 1.3%.

View recorded scan history
Individual recorded scans. Each row is one scan on one date. The published combined-window score is 1.3% over 21 August 2026 – 4 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%

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

2.3%

Perplexity Logo

Perplexity

1.4%

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

AI Overviews

0.1%

21 August 2026 – 4 October 2026 (scans 1–8)

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ChatGPT names Neighbor most often.

It appears in 2.3% of collected ChatGPT answers and 0.1% 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 6 of 150 questions.

Neighbor appears in at least one collected answer to 4.0% of the tracked questions. That is question coverage; the 1.3% visibility score measures its share of individual answers.

Across 8 published scans, visibility ranged from 0.7% to 1.6%. The latest scan was 0.7% on 4 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 – 4 October 2026 (scans 1–8)

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 outdoor furniture US
  • Best outdoor furniture brands US
  • Best outdoor furniture for small spaces US
  • Best outdoor sofas US
  • Best sun loungers US
  • Best weatherproof outdoor furniture 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 new American furniture brands (Maiden Home, BenchMade Modern, Sabai)
  • Best independent furniture brands US (Maiden Home, Medley, Sabai)
  • Best sofa brands US (Room & Board, Interior Define, Joybird)
  • Best contemporary furniture US (Rove Concepts, Room & Board, Blu Dot)
  • Best American furniture brands (Room & Board, Thos. Moser, Maiden Home)
  • Best furniture brands for first home buyers US (Article, Castlery, 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 outdoor sofas US

From the recorded answer

Best Teak: [[Neighbor Bluff Sofa]( …
Read recorded answer

Recorded answer text · Google AI Overviews · 6 September 2026

The best outdoor sofas in the US combine weather-resistant frames with plush, indoor-level comfort, featuring top models like the [Chicory Modular Outdoor Washable Three-Seater ]( for overall performance and the Outer Aluminum Outdoor Sofa for durability.[]( Top Outdoor Sofa Picks

- Best Overall: Chicory Modular Outdoor Washable Three-Seater -features a weatherproof steel frame and washable luxury upholstery. - Best Teak: [Neighbor Bluff Sofa ]( or Outer Teak Loveseat -built with sustainable, solid teak wood and fast-dry foam. - Best Modern / Low-Profile: [Article Lubek Sectional Set ]( -offers a solid acacia wood base with a refined industrial design. - Best Value: Wade Logan Caggiano Aluminum Patio Sofa -provides a rust-resistant frame and a clever built-in tray table for around $490.[](

Key Features to Consider

- Frames: Look for powder-coated aluminum, stainless steel, or SVLK-certified teak for rust and rot prevention. - Fabrics: Seek performance fabrics like Sunbrella or specialized machine-washable layers that resist UV fading and moisture. - Cushions: Fast-dry foam cores prevent mold buildup during heavy rain seasons.[](

Explore a detailed breakdown of top-rated models from The New York Times, read design insights via Architectural Digest, or check out expert evaluations at Forbes Vetted.[]( If you'd like to narrow down your choice, please let me know:

- Your budget range - The size of your patio or deck - How exposed your outdoor space is to rain and direct sun

ChatGPT

The question asked

Best outdoor furniture US

From the recorded answer

Best luxury: Neighbor / Outer / Frontgate - Excellent choices if you're building a high-end backyard. HGTV specifically praises Neighbor's sustainably sourced teak and performance fabrics, while Frontgate is positioned as a long-lasting luxury option. www.hgtv.com …
Read recorded answer

Recorded answer text · ChatGPT · 4 October 2026

I searched current 2026 recommendations and live product listings. The strongest U.S. options depend heavily on whether you prioritize durability, design, price, or comfort.

### My top outdoor furniture picks

### Yardbird Langdon Outdoor Large Sectional $3,502.50

### POLYWOOD Lakeside 7-Piece Dining Set $2,049.00

### Cambridge Casual Torrey Teak Dining Set $2,579.00

### Rainshield Ohana 7-Piece Sectional $1,899.00

### Cambridge Casual Colton Teak Dining Set $1,808.00

- Best overall premium seating: Yardbird - The Langdon sectional is modular, highly rated, and built for lounging. Architectural Digest also highlights Yardbird for cohesive outdoor collections and recycled materials. www.architecturaldigest.com - Best for durability / low maintenance: POLYWOOD - HDPE recycled-plastic construction makes it particularly attractive for harsh weather, with fade/crack/splinter resistance. www.wearesalt.org - Best teak value: Cambridge Casual - Solid teak gives you naturally weather-resistant construction without jumping all the way to luxury-brand pricing. - Best luxury: Neighbor / Outer / Frontgate - Excellent choices if you're building a high-end backyard. HGTV specifically praises Neighbor's sustainably sourced teak and performance fabrics, while Frontgate is positioned as a long-lasting luxury option. www.hgtv.com - Best stylish mid-range: Article - Scandi-inspired designs, generally more accessible pricing, and strong designer recommendations. www.hgtv.com - Best budget: IKEA / Wayfair / Target - Best when keeping the initial spend down; IKEA is particularly strong for affordable modern Scandinavian styling. www.architecturaldigest.com

### If I were buying today

$500-$1,500: POLYWOOD, IKEA, Wayfair $1,500-$3,000: Article, Cambridge Casual, Yardbird $3,000-$6,000: Yardbird, Neighbor, Outer $6,000+: Frontgate, Neighbor, premium teak collections

For U.S. weather, I'd generally favor HDPE/POLYWOOD, powder-coated aluminum, or quality teak over inexpensive steel or untreated wood. Performance fabrics and removable/replaceable cushions are also worth paying for. HGTV's 2026 review emphasizes weather resistance, durability, and maintainability as the key criteria. www.hgtv.com

If you tell me your budget (e.g. <$2k, $2-5k, $5k+) and whether you need a sectional, dining set, or both, I can narrow this to the 5 best buys currently available in the U.S.

Perplexity

The question asked

Best outdoor furniture brands US

From the recorded answer

If you want the best outdoor furniture brands in the US, the strongest all-around names in current expert roundups are Polywood, Outer, Neighbor, Loll Designs, Brown Jordan, and Castelle.
Read recorded answer

Recorded answer text · Perplexity · 20 September 2026

If you want the best outdoor furniture brands in the US, the strongest all-around names in current expert roundups are Polywood, Outer, Neighbor, Loll Designs, Brown Jordan, and Castelle.

A practical way to think about the market is:

| Brand | Best for | Why it stands out | |---|---|---| | Polywood | Low-maintenance, weather-resistant pieces | Frequently recommended for durability and recycled-resin construction. | | Outer | Modern, premium patio sets | Commonly included in top brand roundups for design and everyday usability. | | Neighbor | Stylish upscale teak furniture | Highlighted in sustainable and luxury-focused guides. | | Loll Designs | Durable, contemporary outdoor furniture | Often cited for high-performance resin/composite materials. | | Brown Jordan | Luxury, classic high-end outdoor furniture | Repeatedly listed among top patio brands for sophistication and craftsmanship. | | Castelle | Artisan-made luxury furniture | Ranked highly in brand lists focused on craftsmanship. |

Other reputable US-market brands that appear repeatedly in 2026 guides include Serena & Lily, West Elm, Arhaus, Tommy Bahama Home, and Hampton Bay.

If you want the best brand by use case, the usual shortlist is:

- Best overall durability: Polywood - Best modern design: Outer - Best luxury/classic: Brown Jordan or Castelle - Best sustainable choice: Neighbor or Polywood - Best mainstream value: Hampton Bay, West Elm, or Home Depot's broader selection

If you tell me your budget, style (modern, coastal, traditional), and whether you need sofa seating, dining, or lounge chairs, I can narrow this to the 3 best brands for your situation.

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 – 4 October 2026 (scans 1–8)

1.3

%

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

46

Answers naming the brand

3600

Answers collected

1.3

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 #21 among 39 tracked brands for Furniture · United States (21 August 2026 – 4 October 2026). Its visibility is 1.3%. It was named in 46 of 3,600 AI answers across 6 of 150 tracked questions, averaging position 1.4 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 1.3% AI visibility for Neighbor in Furniture · United States, measured over 21 August 2026 – 4 October 2026. It ranks #21 among 39 tracked brands.

How often does AI mention this brand?

Neighbor was named in 46 of 3,600 collected AI answers, across 6 of 150 tracked questions, for Furniture · 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 Neighbor by all 3,600 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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Every shopper question this brand is missing from, the split across ChatGPT, Perplexity and Google AI Overviews, and what is causing the gap.
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