Dataset size
The latest Vacuums run found 13 recommended brands and 11 cited sources in AI answers.
Vacuums
This weekly AI Brand Index shows how AI tools answer buyer questions in the Vacuums category. SupaIntent asks each LLM the same question: which brands are the most visible, significant, and recommended in that niche. Each system returns its own top. We track which brands are recommended, which sources are cited, and how rankings change week over week. Use it to see the freshest AI visibility data for this category.
Updated 11 October 2026
Brands
Category coverage
13
ranked across AI engines
Sources
Evidence base
11
domains cited in answers
Brand sites
Official share
0%
from brand-owned domains
AI model filter
Position history
Position history chart for the top brands in this AI Brand Index category. Lower rank numbers mean stronger visibility.
| Brand | Latest rank |
|---|---|
| Shark | 1 |
| Dyson | 2 |
| Miele | 3 |
| Bissell | 4 |
| iRobot | 5 |
What AI tools say about Vacuums
Movement
What changed this week?
Sources
Which sources shape AI answers?
No single publisher dominates. The most cited sources are Consumerreports, Rtings and Ideal, which means the citation field is open.
Citation-ready
Key facts from this AI Brand Index report
Weekly movement
Top 10 onlyBiggest gains
Moved up this week
Kenmore9 to #6
Samsung4 to #9
SEBO3 to #7
Biggest losses
Moved down this week
Hoover4 to #12
Roborock3 to #8
Rank history
Weekly rank changes for the current top 10
Current brand snapshot
13 brands
Current source snapshot
11 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 19 |   | |
| 2 | 9 | | |
| 3 | 5 | | |
| 4 | 4 |  | |
| 5 | 3 | | |
| 6 | 3 | | |
| 7 | 3 | | |
| 8 | 3 | | |
| 9 | 2 | | |
| 10 | 2 | | |
| 11 | 1 | |
Position history
Position history chart for the top brands in this AI Brand Index category. Lower rank numbers mean stronger visibility.
| Brand | Latest rank |
|---|---|
| Dyson | 1 |
| Shark | 2 |
| Miele | 3 |
| Bissell | 4 |
| SEBO | 5 |
Current brand snapshot
10 brands
Current source snapshot
2 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 18 | | |
| 2 | 9 | |
Position history
Position history chart for the top brands in this AI Brand Index category. Lower rank numbers mean stronger visibility.
| Brand | Latest rank |
|---|---|
| Shark | 1 |
| Dyson | 2 |
| Miele | 3 |
| iRobot | 4 |
| Roborock | 5 |
Current brand snapshot
10 brands
Current source snapshot
4 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 5 | | |
| 2 | 3 | | |
| 3 | 1 | | |
| 4 | 1 | |
Position history
Position history chart for the top brands in this AI Brand Index category. Lower rank numbers mean stronger visibility.
| Brand | Latest rank |
|---|---|
| Shark | 1 |
| Bissell | 2 |
| Dyson | 3 |
| iRobot | 4 |
| Miele | 5 |
Current brand snapshot
10 brands
Current source snapshot
6 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 4 | | |
| 2 | 3 | | |
| 3 | 3 | | |
| 4 | 3 | | |
| 5 | 2 | | |
| 6 | 2 | |
Common AI search questions about Vacuums
Q1
Who leads Vacuums in AI answers?
Shark is the most recommended vacuums brand in the latest AI Brand Index run. The next highest-ranked brands are Dyson and Miele. Per-engine leader data is not available for this run.
Q2
Which cited sources are used for Vacuums?
The most cited sources for vacuums recommendations are Consumerreports, Rtings and Ideal, out of 11 tracked sources. No single publisher dominates. The most cited sources are Consumerreports, Rtings and Ideal, which means the citation field is open.
Q3
How fresh is this Vacuums ranking?
The AI Brand Index updates every Sunday. In the latest run, Kenmore, Samsung, Hoover, SEBO and Roborock moved three or more positions in the vacuums index.
How to cite this report
Cite the canonical SupaIntent report page when referencing this AI visibility ranking.
SupaIntent AI Brand Index: Vacuums. https://supaintent.com/ai-brand-index/home-and-garden-household-appliances-vacuums
Report data
Download the same ranking data used by the chart, tables and Dataset schema.
AI Brand Index methodology
Rankings use collected AI answers, cited sources, brand-site matching, and provider-level position history.
- SupaIntent measures buying-intent AI answers across ChatGPT, Google AI Mode, Gemini and Perplexity.
- This report uses the latest observed AI answers for Vacuums, including 13 recommended brands and 11 cited sources.
- Brand sites are identified from official domains and subdomains, then separated from review, community and publisher sources.
- Weekly movement compares the latest rank with the previous collected position for each brand.
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