Moen, Walmart entered the Home Improvement Fixtures and Materials top ten.
share of answers
Data as of Aug 25, 2026 · Based on 2,775 AI responses · See how Parse measures this
Home Improvement Fixtures and Materials
Parse
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Kohler continues to lead AI recommendations for home fixtures, cited for its blend of design and performance. However, since late 2025, challenger brands like and have surged in mentions, particularly for modern and budget-friendly toilets.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | A top-tier brand consistently recommended for premium, designer-look toilets and fixtures. | 33% | |
| 2 | Frequently cited for compact, budget-friendly toilets perfect for smaller, modern bathrooms. | 26% | |
| 3 | Frequently appears as a top retailer for vanities and budget-friendly house brands. | 24% | |
| 4 | Praised for its modern, minimalist toilet designs offering a balance of value and style. | 22% | |
| 5 | An emerging name for affordable one-piece toilets with dual-flush and skirted designs. | 19% | |
| 6 | 14% | ||
| 7 | 13% | ||
| 8 | 13% | ||
| 9 | 12% | ||
| 10 | A long-established brand recommended for dependable and value-conscious toilets and fixtures. | 12% | |
| 11 | 10% | ||
| 12 | Recognized for high-quality, durable toilets with advanced and powerful flushing systems. | 10% | |
| 13 | Consistently named the best brand for permanent, wall-mounted bathroom grab bars. | 8% | |
| 14 | 8% | ||
| 15 | 7% | ||
| 16 | 6% | ||
| 17 | 6% | ||
| 18 | 6% | ||
| 19 | 6% | ||
| 20 | 5% | ||
| 21 | 5% | ||
| 22 | 5% | ||
| 23 | The go-to brand for DIY roll-on non-slip coatings for bathtubs. | 4% | |
| 24 | 4% | ||
| 25 | 4% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
homedepot.com is the page AI reaches for most here, cited in 29% of analyzed answers.
share of answers
Direct mentions
Became a top-3 cited brand in early 2026 for its space-saving designs.
Emerged in late 2025 to become the #2 most-cited brand by March 2026.
Dropped from #8 to #13 in overall niche mentions between Oct and Mar.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 30% | 21% | ||
| 30% | 7% | ||
| 19% | 20% | ||
| 30% | 11% | ||
| 15% | 18% |
The two models disagree most about Miracle Method (ChatGPT #20, Google #9).
Kohler continues to lead AI recommendations for home fixtures, cited for its blend of design and performance. However, since late 2025, challenger brands like Swiss Madison and HOROW have surged in mentions, particularly for modern and budget-friendly toilets.
Across 2,775 AI responses, Kohler is mentioned most, named in 33% of them, followed by HOROW (26%) and The Home Depot (24%).
Parse measures each brand's mention rate — the share of answers naming it — across 2,775 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
AI responses consistently recommend one-piece or skirted toilets for a minimalist look. While legacy brands like Kohler and
TOTO were early suggestions, newer brands such as
Swiss Madison and
HOROW appeared frequently in early 2026, cited for their contemporary and budget-friendly designs.
Brands mentioned
I'm searching for a toilet with a clean, minimalist aesthetic for my new bathroom remodel.
AI responses consistently recommend one-piece or skirted toilets for a minimalist look. While legacy brands like Kohler and
TOTO were early suggestions, newer brands such as
Swiss Madison and appeared frequently in early 2026, cited for their contemporary and budget-friendly designs.
Brands mentioned
I want to upgrade my bathroom fixtures and I'm looking for a sleek, one-piece toilet.
Throughout the observed period, AI assistants recommend one-piece toilets for their sleek design and easy maintenance. Kohler was the dominant brand until early 2026, when
HOROW and
Deer Valley Bath began to appear more frequently, especially in March, as top-cited options for modern styles.