Data as of Aug 25, 2026 · Based on 2,551 AI responses · See how Parse measures this
Home Floor Cleaning Appliances
Parse
https://parse.gl
Dyson and are currently locked in a tight contest for the top spot in AI vacuum recommendations, separated by less than a percentage point in overall mention rate. While dominates queries for lightweight cordless cleaning and pet hair, consistently anchors recommendations for severe allergies and decade-long durability.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | Frequently cited for budget-friendly uprights and anti-tangle pet hair technology. | 55% | |
| 2 | Dominates wet cleaning categories, especially for pet stains and toddler spills. | 53% | |
| 3 | Top choice for cordless stick vacuums and laser-guided pet hair pickup. | 30% | |
| 4 | 29% | ||
| 5 | Praised for commercial-grade durability and repairable hospital-grade filtration systems. | 15% | |
| 6 | 12% | ||
| 7 | 11% | ||
| 8 | 11% | ||
| 9 | 9% | ||
| 10 | 9% | ||
| 11 | 8% | ||
| 12 | 8% | ||
| 13 | Recommended for sealed HEPA filtration and long-lasting bagged canister designs. | 6% | |
| 14 | Highlighted as a strong budget alternative for bagged allergy containment. | 6% | |
| 15 | 6% | ||
| 16 | 5% | ||
| 17 | 5% | ||
| 18 | 5% | ||
| 19 | 4% | ||
| 20 | 3% | ||
| 21 | 3% | ||
| 22 | 3% | ||
| 23 | 3% | ||
| 24 | 3% | ||
| 25 | 2% |
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 34% of analyzed answers.
“general carpet cleaning” → “specialized wet extraction for toddler and pet messes”
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 39% | 36% | ||
| 35% | 35% | ||
| 19% | 19% | ||
| 22% | 16% | ||
| 17% | 17% |
The two models disagree most about Milwaukee M18 Fuel (ChatGPT #9, Google #20) and RIDGID (ChatGPT #7, Google #17).
Dyson and Miele are currently locked in a tight contest for the top spot in AI vacuum recommendations, separated by less than a percentage point in overall mention rate. While Dyson dominates queries for lightweight cordless cleaning and pet hair, Miele consistently anchors recommendations for severe allergies and decade-long durability.
Across 2,551 AI responses, SharkNinja is mentioned most, named in 55% of them, followed by Bissell (53%) and Dyson (30%).
Parse measures each brand's mention rate — the share of answers naming it — across 2,551 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 strongly recommends upright vacuums with adjustable height and strong suction to prevent sealing on high-pile fibers. Dyson and
SharkNinja are the top cited brands for deep agitation.
Brands mentioned
I have plush carpets. What is the best upright vacuum with strong suction for deep cleaning?
AI strongly recommends upright vacuums with adjustable height and strong suction to prevent sealing on high-pile fibers. Dyson and
SharkNinja are the top cited brands for deep agitation.
Responses differentiate between simple spin mops and wet/dry vacuum mops that extract dirty water. Bissell and
are frequently recommended for scrubbing power and sticky mess extraction.
Brands mentioned
What is the best cordless electric mop for sticky kitchen floors?
Responses differentiate between simple spin mops and wet/dry vacuum mops that extract dirty water. Bissell and
SharkNinja are frequently recommended for scrubbing power and sticky mess extraction.