Across 8 recorded scans from 21 August 2026 to 4 October 2026, Riley Home's single-scan score moved from 0.4% to 0.0%, down 0.4 percentage points. Latest recorded scan 0.0% on 4 October 2026; combined-window score 0.4%.
View recorded scan history
Individual recorded scans. Each row is one scan on one date. The published combined-window score is 0.4% 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
0.4%
24 August 2026
0.2%
30 August 2026
0.4%
6 September 2026
0.4%
13 September 2026
0.4%
20 September 2026
0.7%
27 September 2026
0.4%
4 October 2026
0.0%
Latest scan = one scan. Overall visibility = all answers in the published window.
Visibility across AI platforms
Share of answers naming this brand
ChatGPT
1.0%
Perplexity
0.2%
AI Overviews
0.0%
21 August 2026 – 4 October 2026 (scans 1–8)
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It appears in 1.0% of collected ChatGPT answers and 0.0% of Google AI Overviews answers: a difference of 1.0 percentage points within the published window. This describes where mentions occur; it does not establish why the platforms differ.
Named across 9 of 150 questions.
Riley Home appears in at least one collected answer to 6.0% of the tracked questions. That is question coverage; the 0.4% visibility score measures its share of individual answers.
Across 8 published scans, visibility ranged from 0.0% to 0.7%. The latest scan was 0.0% 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 bath towels US
Best bathroom linen US
Best luxury towels US
Best quilt for winter US
Best returns policy bedding brand US
Best size guide accuracy bedding brand 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.
Which bedding brands have Black Friday sales US (Saatva, Brooklinen, Leesa)
What bedding brands do Americans actually buy (Brooklinen, Buffy, Cozy Earth)
Best boutique bedding brands US (Matteo, Coyuchi, Sferra)
Best sateen sheets US (Brooklinen, Quince, Sijo)
Best sustainable bedding brands US (Coyuchi, Avocado Green Mattress, Boll & Branch)
Best American bedding brands (Brooklinen, Boll & Branch, Cozy Earth)
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.
ChatGPT
The question asked
Best towels that stay fluffy US
From the recorded answer
Riley Home Spa Towel Collection - $36.00 (Riley Home) …
Read recorded answer
Recorded answer text · ChatGPT · 27 September 2026
If your priority is towels that stay fluffy after lots of washing, I'd focus on long-staple cotton + dense terry loops, rather than simply chasing the highest GSM. Long fibers are softer and more durable, while very heavy towels can take longer to dry. Consumer Reports
- Frontgate Resort Collection - the one I'd look at first for maximum fluff. It's long-staple Turkish cotton, very thick and plush, and Wirecutter's 2026 testing found its original towel still in excellent condition after nearly a decade of use. Douxx Proxy
- Riley Home Spa - softer but somewhat less bulky, with long-staple cotton. Good if you want plushness without a giant, slow-drying towel. Douxx Proxy
- Brooklinen Super-Plush - extremely cushy Aegean Turkish cotton with zero-twist construction. Architectural Digest describes it as exceptionally thick and soft; the newer version is also designed to dry faster. Architectural Digest
- Quince Ultra Plush - great value if you want a heavy, hotel-style towel; it's 800 GSM Turkish cotton and currently sells as a 2-pack.
- Coyuchi Cloud Loom - premium organic long-staple Turkish cotton with a lofty, plush feel.
### If I were buying today
Maximum fluffy/luxury: Frontgate Resort
Best value for very plush: Quince Ultra Plush
Softest-feeling: Riley Plush
Ultra-plush/spa feeling: Brooklinen Super-Plush
One important tip: don't use fabric softener or dryer sheets on fluffy towels-they coat the fibers and can reduce absorbency. Dry on low/medium heat rather than scorching-hot high heat.
If you tell me your budget per towel (e.g. under $20, $30, $50), I can narrow it down to the best 3 current US buys.
Perplexity
The question asked
Best returns policy bedding brand US
From the recorded answer
Riley Home - 60 days for bedding, with return shipping covered in the lower 48 states …
Read recorded answer
Recorded answer text · Perplexity · 20 September 2026
For bedding brands in the US, the strongest return policies in your results are Miracle Made and Parachute, with Miracle Made standing out for the most generous bedding-specific policy: a 60-day return window, full refund, and free return shipping in the US. Parachute is also strong, offering a 60-day return window with free return shipping within the US.
If you want the best overall hassle-free bedding return policy, the most favorable options in the results are:
- Miracle Made - 60 days, full refund, free return shipping
- Parachute - 60 days, free return shipping within the US
- Riley Home - 60 days for bedding, with return shipping covered in the lower 48 states
- Wayfair - 30 days, but bedding must be unused and in original packaging, and you may pay return shipping
For a broader mattress brand comparison, Saatva is the strongest DTC option in these results because it offers a 365-night trial and home pickup, though it charges a $99 processing fee on returns. Nectar is the best fee-free trial in the results, with a 365-night trial and no published dollar return fee.
If you want, I can turn this into a ranked shortlist by “best no-fee return,” “best trial length,” or “best for sheets/comforters/pillows”.
Excerpts from collected AI answers. AI claims are evidence of the response, not verified brand facts.
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Product fit
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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, Riley Home ranks #32 among 39 tracked brands for Homewares & Bedding · United States (21 August 2026 – 4 October 2026). Its visibility is 0.4%. It was named in 14 of 3,600 AI answers across 9 of 150 tracked questions, averaging position 2.3 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 0.4% AI visibility for Riley Home in Homewares & Bedding · United States, measured over 21 August 2026 – 4 October 2026. It ranks #32 among 39 tracked brands.
How often does AI mention this brand?
Riley Home was named in 14 of 3,600 collected AI answers, across 9 of 150 tracked questions, for Homewares & Bedding · 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 Riley Home by all 3,600 answers in the published Homewares & Bedding · 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.
