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What 320 cleaning services on Google get right, and miss

Daylight cleaning services visibility study, November 2026. By the Daylight Editorial Team, collected .

of ChatGPT's picks weren't in Google's top 3 for the same search
94%
of ChatGPT's picks weren't in Google's top 3 for the same search
as many Google reviews for the businesses in Maps' top 3 as for the ones below them
1.8×
as many Google reviews for the businesses in Maps' top 3 as for the ones below them
of websites have no phone number you can tap to call
18%
of websites have no phone number you can tap to call
of websites don't take a booking or a quote on the home page
9%
of websites don't take a booking or a quote on the home page

How we checked

Daylight looked at the 320 businesses Google Maps showed for "cleaning company" in 16 US metro areas (New York, Los Angeles, Chicago, Houston, Phoenix, Philadelphia, San Diego, Dallas, Austin, Denver, Seattle, Boston, Atlanta, Minneapolis, Portland, Nashville), up to 20 per city, and read what each Google listing shows. We then read the home page and robots.txt of the 213 websites those listings link to that we could open. Then we asked ChatGPT, with web search on, "What are the best cleaning services in [city]?" for each city (16 answers), and noted who it recommended and which websites it cited. Each figure is a share or a median across the businesses it could be judged for, with that number beside it. Maps results change by the hour and by where you stand, and the sample is what Google shows first, so it leans towards businesses already doing well.

What it means, and what to do about it: Cleaning company marketing statistics: what 320 Google Maps results show

Google Maps

4.9
Median Google rating (stars, of businesses with reviews) (n = 286)
31
Median number of Google reviews (n = 320)
26
Median number of photos on the Google listing (n = 311)
  • Link a website from their Google listing (n = 320)83%
  • Have claimed their Google listing (n = 320)97%
  • Show opening hours on their Google listing (n = 320)97%
  • Offer online booking from their Google listing (n = 320)9%
  • Have fewer than 10 Google reviews (n = 320)29%
  • Use more than one Google category (n = 320)46%

Top 3 in Maps against the rest

51.5
Median Google reviews, businesses ranked 1-3 in Maps (n = 48)
29
Median Google reviews, businesses ranked 4-20 in Maps (n = 272)
4.9
Median Google rating, businesses ranked 1-3 in Maps (n = 47)
4.9
Median Google rating, businesses ranked 4-20 in Maps (n = 239)
36
Median listing photos, businesses ranked 1-3 in Maps (n = 48)
25
Median listing photos, businesses ranked 4-20 in Maps (n = 263)
  • Businesses ranked 1-3 in Maps that link a website (n = 48)88%
  • Businesses ranked 4-20 in Maps that link a website (n = 272)83%

Websites

  • Websites with a phone number you can tap to call (n = 213)82%
  • Websites that take a booking or a quote request on the home page (n = 213)91%
  • Websites that show a price on the home page (n = 213)32%
  • Websites that show reviews or testimonials on the home page (n = 213)75%
  • Websites whose page title names their city (n = 213)63%
  • Websites whose page title names what they do (n = 213)86%
  • Websites with a search-result description of a useful length (n = 213)62%
  • Websites that describe the business in structured data (schema.org LocalBusiness) (n = 213)73%
  • Websites with FAQ structured data (n = 213)21%
  • Websites built to fit a phone screen (n = 213)99%
  • Websites whose copyright line is 2024 or older (n = 148)13%
  • Websites that shut out at least one AI assistant's crawler in robots.txt (n = 202)4%
  • Websites with an llms.txt file (n = 219)32%

ChatGPT's recommendations

287
Median Google reviews, businesses ChatGPT recommended (n = 53)
20
Median Google reviews, businesses ChatGPT didn't recommend (n = 267)
  • Of the first 15 businesses each ChatGPT answer recommended, ranked in Google's Maps top 3 for the same search (n = 210)6%
  • Of the first 15 businesses each ChatGPT answer recommended, found anywhere in Google's Maps top 20 for the same search (n = 210)29%
  • Businesses ranked 1-3 in Maps that ChatGPT also recommended (n = 48)23%
  • ChatGPT answers that cited at least one business's own website (n = 16)6%
  • ChatGPT answers that cited expertise.com (n = 16)75%
  • ChatGPT answers that cited bestinhood.com (n = 16)56%
  • ChatGPT answers that cited ratingsnearme.com (n = 16)38%
  • ChatGPT answers that cited reddit.com (n = 16)38%
  • ChatGPT answers that cited tenbestfind.com (n = 16)38%

Every figure

Each figure, and how many businesses it could be judged for. Download every figure as a CSV.

See every figure (41)
Every figure in the study, with how many businesses it could be judged for
MeasureValueCounted
Link a website from their Google listing83.4%320
Have claimed their Google listing97.2%320
Show opening hours on their Google listing97.2%320
Offer online booking from their Google listing8.8%320
Have fewer than 10 Google reviews29.1%320
Use more than one Google category46.3%320
Median Google rating (stars, of businesses with reviews)4.9 stars286
Median number of Google reviews31 reviews320
Median number of photos on the Google listing26 photos311
Median Google reviews, businesses ranked 1-3 in Maps51.5 reviews48
Median Google reviews, businesses ranked 4-20 in Maps29 reviews272
Median Google rating, businesses ranked 1-3 in Maps4.9 stars47
Median Google rating, businesses ranked 4-20 in Maps4.9 stars239
Median listing photos, businesses ranked 1-3 in Maps36 photos48
Median listing photos, businesses ranked 4-20 in Maps25 photos263
Businesses ranked 1-3 in Maps that link a website87.5%48
Businesses ranked 4-20 in Maps that link a website82.7%272
Websites with a phone number you can tap to call81.7%213
Websites that take a booking or a quote request on the home page90.6%213
Websites that show a price on the home page31.9%213
Websites that show reviews or testimonials on the home page75.1%213
Websites whose page title names their city63.4%213
Websites whose page title names what they do86.4%213
Websites with a search-result description of a useful length62%213
Websites that describe the business in structured data (schema.org LocalBusiness)72.8%213
Websites with FAQ structured data21.1%213
Websites built to fit a phone screen98.6%213
Websites whose copyright line is 2024 or older12.8%148
Websites that shut out at least one AI assistant's crawler in robots.txt4%202
Websites with an llms.txt file31.5%219
Of the first 15 businesses each ChatGPT answer recommended, ranked in Google's Maps top 3 for the same search6.2%210
Of the first 15 businesses each ChatGPT answer recommended, found anywhere in Google's Maps top 20 for the same search28.6%210
Businesses ranked 1-3 in Maps that ChatGPT also recommended22.9%48
Median Google reviews, businesses ChatGPT recommended287 reviews53
Median Google reviews, businesses ChatGPT didn't recommend20 reviews267
ChatGPT answers that cited at least one business's own website6.3%16
ChatGPT answers that cited expertise.com75%16
ChatGPT answers that cited bestinhood.com56.3%16
ChatGPT answers that cited ratingsnearme.com37.5%16
ChatGPT answers that cited reddit.com37.5%16
ChatGPT answers that cited tenbestfind.com37.5%16

You're welcome to quote these figures with a link to this page. We only report totals across businesses; no business is named or identifiable. Questions about the method go to the editorial team via our editorial standards page.

How to cite: Daylight (2026). Daylight cleaning services visibility study, November 2026. https://dylt.ai/blog/research/cleaning-services-visibility-2026-11-13

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