Data as of Aug 25, 2026 · Based on 3,743 AI responses · See how Parse measures this
Household Cleaning Products
Parse
https://parse.gl
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | Recommended for heavy-duty mineral removal and cookware stains. | 20% | |
| 2 | Positioned as the standard daily polish for stainless steel appliances. | 15% | |
| 3 | 12% | ||
| 4 | Cited as the primary grease-cutting dish soap for laundry prep. | 12% | |
| 5 | Suggested for dissolving severe calcium and lime buildup on fixtures. | 11% | |
| 6 | 8% | ||
| 7 | Recommended for preventing future hard water spots on shower glass. | 8% | |
| 8 | Mentioned as a budget-friendly alternative for at-home dry cleaning. | 6% | |
| 9 | 5% | ||
| 10 | Highlighted for plant-based, pet-safe stainless steel maintenance. | 5% | |
| 11 | Noted as a high-value alternative for heavy-duty glass cooktop cleaning. | 5% | |
| 12 | 5% | ||
| 13 | 5% | ||
| 14 | 5% | ||
| 15 | 4% | ||
| 16 | 4% | ||
| 17 | 4% | ||
| 18 | 4% | ||
| 19 | 4% | ||
| 20 | 4% | ||
| 21 | 4% | ||
| 22 | 4% | ||
| 23 | 3% | ||
| 24 | 3% | ||
| 25 | 3% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
youtube.com is the page AI reaches for most here, cited in 45% of analyzed answers.
“General stainless steel cleaner” → “Specific daily maintenance and streak-free polish”
Gaining traction in April 2026 for severe hard water stain restoration on glass.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 17% | 24% | ||
| 13% | 12% | ||
| 0% | 19% | ||
| 6% | 14% | ||
| 7% | 4% |
The two models disagree most about The Hope Company (ChatGPT #11, Google #22) and Zep (ChatGPT #24, Google #13).
Bar Keepers Friend currently leads the household cleaning products leaderboard with a 4.17% mention rate across AI platforms. AI assistants consistently recommend its abrasive and acidic formulas for tackling tough mineral deposits and baked-on kitchen grime.
Across 3,743 AI responses, Bar Keepers Friend is mentioned most, named in 20% of them, followed by Weiman (15%) and Alphabet (12%).
Parse measures each brand's mention rate — the share of answers naming it — across 3,743 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 assistants emphasize low-moisture methods, recommending microfiber cloths and 70% isopropyl alcohol while warning against ammonia-based sprays. Responses from April 2026 across ChatGPT and Google AI Overviews consistently prioritize protecting screen coatings over deep degreasing.
View promptWhat's the best way to clean my greasy keyboard and computer screen?
AI assistants emphasize low-moisture methods, recommending microfiber cloths and 70% isopropyl alcohol while warning against ammonia-based sprays. Responses from April 2026 across ChatGPT and Google AI Overviews consistently prioritize protecting screen coatings over deep degreasing.
What is the best product for removing hard water stains from glass shower doors?
Models recommend acid-based descalers and mild abrasives, frequently citing Bar Keepers Friend,
CLR Brands, and
Rain-X. Google AI Overviews and ChatGPT responses in April 2026 differentiate between light vinegar soaks and heavy-duty commercial pastes for etched glass.
Brands mentioned