Which Seattle House Cleaners Does AI Recommend? A 2026 Study

A snapshot of the names ChatGPT, Google AI Overview and Perplexity gave when we asked 22 everyday questions about house cleaning in Seattle.

Study date: October 16, 2026 · Engines: ChatGPT, Google AI Overview, Perplexity · Location: Seattle, Washington · Questions: 22 · Names that came up: 34 as written (25 after combining variants of the same name)

Key findings

• 34 names came up across 22 questions and three AI engines, for 313 mentions in total. After we combined variants of the same business’s name, that is 25 distinct names. None of the questions named a business.
• Simply Clean was mentioned most, with 60 mentions (19.2%). The Dazzle Cleaning Company followed with 48 (15.3%). Together the two drew 108 of 313 mentions (34.5%).
• The Dazzle Cleaning Company was named first most often: 11 times, ahead of Simply Clean (7). Being mentioned most and being named first are not the same thing.
• NW Maids (25 mentions) and Rain City Maids (22) completed the top four. The top four took 155 of 313 mentions (49.5%).
• The other 21 names shared 158 mentions, between 2 and 19 each.
• The engines cited 376 sources. Seven of the ten most-cited domains were cleaning companies’ own websites; the other three were thumbtack.com (16), yelp.com (11) and bbb.org (10).

This is the data the AI engines returned on October 16, 2026. It is not Beket AI’s opinion, and it is not a ranking of cleaning quality. AI answers change over time, so treat this as a snapshot.

Contents

1. Key findings
2. Context: why AI answers matter for cleaning companies
3. Methodology
4. Results: the names AI mentioned most
5. How concentrated the answers are
6. Differences by engine
7. Sources the engines cited
8. What this means for local cleaning companies
9. Limitations
10. Appendix: questions we asked
11. Request a re-run

Key findings

When we asked AI about house cleaning in Seattle, two names came up far more than the rest.

Across 22 questions and three engines, 25 distinct names came up. Simply Clean and The Dazzle Cleaning Company together drew more than a third of all mentions. Two more companies, NW Maids and Rain City Maids, brought the top four to about half.

These answers were more concentrated than in our Seattle dentist study, where the most-mentioned clinic drew 9.8% of all mentions. There was still a long tail: twenty-one other names shared the remaining 158 mentions.

Context: why AI answers matter for cleaning companies

The figures in this section come from independent public sources, not from our audit. They show why the answers above are worth a look.

• About half of U.S. adults now use AI chatbots. In a February 2026 survey of 5,119 U.S. adults, Pew Research Center found that 49% say they ever use AI chatbots, and 44% say they use ChatGPT, up from 34% in 2025. The same survey found that 60% say they read AI summaries at the top of search results.
• People are asking AI for local businesses. In BrightLocal’s 2026 Local Consumer Review Survey of 1,002 U.S. adults, 45% said they had used AI tools for local business recommendations in the past 12 months, up from 6% the year before. Among those AI users, 97% said they sometimes double-check AI recommendations against real reviews.
• AI summaries change what people click. Pew Research Center’s 2025 analysis of March 2025 browsing data found that Google users clicked a traditional search result in 8% of visits when an AI summary appeared, versus 15% when it did not. They clicked a link inside the summary in just 1% of visits.
• Housework is a weekend job for many. The American Time Use Survey from the U.S. Bureau of Labor Statistics found that in 2025, 40% of people did housework on an average weekend day, compared with 35% on weekdays.
• Seattle has a sizable cleaning workforce. The BLS Occupational Employment and Wage Statistics estimates 9,030 maids and housekeeping cleaners worked in the Seattle-Tacoma-Bellevue metro area in May 2025, with a median annual wage of $44,900 ($21.59 an hour). This occupation also includes hotel and other non-residential housekeepers.

Put together: many people now meet a summary before they meet a website. Which cleaning companies that summary names matters.

Methodology

We ran a market audit with Beket AI. It completed on October 16, 2026 at 7:01 PM PT. The subject was “residential cleaning services in Seattle,” with the service area set to Seattle, Washington, United States.

• Engines: ChatGPT, Google AI Overview and Perplexity.
• Questions: 22 English-language questions a Seattle resident might type, such as “best house cleaning service Seattle,” “move out cleaning Seattle” and “house cleaning in Ballard Seattle.” None of them named a business. The full list is in the appendix.
• What we counted: a mention is a name given in an answer. Share is that name’s mentions divided by all 313 mentions. Times named first counts answers where the name came first.
• Combining name variants. The engines wrote some businesses’ names in more than one way. We combined variants that are clearly the same name, such as one name with and without “The,” “Company,” “LLC,” “of Seattle” or a location suffix, or a company’s name and its website address. Seven names were written in two to four ways, which takes the 34 names as written down to 25. For example, “Dazzle,” “Dazzle Cleaning,” “Dazzle Cleaning Company” and “The Dazzle Cleaning Company” count as one name. Different names that only share common words were kept separate.
• One non-cleaning name. One of the 25 names was a review site, not a cleaning company. It came up twice and is counted in the totals.
• Sources: we also logged the URLs the engines cited.

We report what the engines returned. We did not rate, verify or rank the businesses ourselves.

Results: the names AI mentioned most

Four names stood out. Together they collected 155 of the 313 mentions.

Rank	Name	Mentions	Share of all mentions	Times named first
1	Simply Clean	60	19.2%	7
2	The Dazzle Cleaning Company	48	15.3%	11
3	NW Maids	25	8.0%	3
4	Rain City Maids	22	7.0%	1
	21 other names	158	50.5%	20
	All 25 names	313	100%	42

Source: Beket AI audit, October 16, 2026.

Being named first tells a slightly different story. The 42 first-place slots went to 14 different names. The Dazzle Cleaning Company took 11 of them, more than any other name, even though Simply Clean was mentioned more often overall. One name outside the top four was named first 4 times.

How concentrated the answers are

These answers leaned on a few companies more than our dentist answers did, but no single company dominated.

• The #1 name took 19.2% of all mentions.
• The top two took 108 of 313 (34.5%).
• The top four took 155 (49.5%).
• The top ten took 241 (77.0%).
• The 15 lowest-ranked names shared 72 mentions, between 2 and 11 each. Eight names were mentioned 4 times or fewer.

Source: Beket AI audit, October 16, 2026.

For a household, that means a handful of names come up again and again, and specific questions can surface others. For a cleaning company outside the top four, it means there is room to show up, especially for specific services and neighborhoods.

Differences by engine

We ran every question on all three engines. The audit data available to us does not split mentions or first picks by engine. The citation detail we could pull covers only part of the 376 citations. So we do not compare engines here rather than guess.

Sources the engines cited

The engines cited 376 sources in total. The ten most-cited domains drew 179 of them.

Domain	Type	Times cited
seattlesimplyclean.com	Cleaning company website	32
dazzlecompany.com	Cleaning company website	22
nwmaids.com	Cleaning company website	19
raincitymaids.com	Cleaning company website	9
3 other cleaning-company websites	Cleaning company websites	60
thumbtack.com	Services marketplace	16
yelp.com	Review site	11
bbb.org	Business ratings and accreditation site	10

Source: Beket AI audit, October 16, 2026.

Two patterns stand out. First, cleaning companies’ own websites made up seven of the ten most-cited domains, and each of the top four names had its own site in that list. Second, being cited and being named are not the same. One of the two most-cited domains, with 32 citations, belongs to a company outside the top four names.

What this means for local cleaning companies

AI engines can only repeat what they can find and trust. A few practical steps help any cleaning company, whether or not it shows up today.

• Give each service its own clear page. Deep cleaning, move-out cleaning, recurring service, post-construction cleaning, short-term rental turnovers, same-day cleaning and eco-friendly cleaning each had their own question.
• Name your neighborhoods. Seven of the 22 questions asked about a specific part of Seattle. Say which areas you serve.
• Spell out what a cleaning includes. One question asked what professional house cleaning in Seattle includes. A plain checklist answers that directly.
• Be clear about pricing and booking. Two questions asked for affordable or same-day service. State how pricing works and how soon you can book, and keep it current.
• Keep marketplace, review and directory listings accurate. Thumbtack, Yelp and BBB were among the most-cited sources. Use the same name and address everywhere, and use one consistent version of your business name.
• Check again later. Answers change. A single check is a snapshot, not a verdict.

Limitations

• One day, one run. This reflects answers returned on October 16, 2026. Results can differ from day to day and from user to user.
• Combined names. We combined variants of the same name. If any variant actually refers to a different business, its count would be lower. Names that differ by more than wording were kept separate, which can split one business’s mentions.
• Neighborhood questions. Seven questions named a part of the city, such as Ballard, Fremont or West Seattle. Businesses based in or naming those areas may be favored for those questions.
• Three engines only. Other AI tools were not included, and we could not compare the three engines with each other.
• Mentions, not quality. A mention means the engine gave a name. It says nothing about the quality of the service, and it is not a recommendation from Beket AI.

Appendix: questions we asked

All 22 questions, as sent to each engine:

1. Best home cleaning services for Seattle busy professionals
2. What does professional house cleaning in Seattle include?
3. Top residential cleaning services in Seattle
4. Best residential cleaning services in Seattle for renters
5. same day house cleaning Seattle
6. best house cleaning service Seattle
7. eco friendly house cleaning Seattle
8. reputable local home cleaning companies Seattle
9. short term rental turnover cleaning Seattle
10. post construction cleaning Seattle
11. deep cleaning service Seattle
12. affordable house cleaners Seattle
13. house cleaning in Fremont Seattle
14. recurring maid service Seattle
15. move out cleaning Seattle
16. house cleaning in Ballard Seattle
17. apartment cleaning service Seattle
18. house cleaning in West Seattle
19. house cleaning in Northgate Seattle
20. house cleaning in University District Seattle
21. house cleaning in Capitol Hill Seattle
22. house cleaning in Queen Anne Seattle

Request a re-run

AI answers move. We plan to repeat this study to see whether the list changes.

Want a re-run for your business? Request one at beket.ai. A free Beket AI audit covers 25 prompts across 3 engines.