Study: 61% of Written One-Star Reviews Mentioned Money

Make your prices and fees easy to understand before the truck rolls. In a count Cheers re-ran on Nov. 1, 2026, 61% of written one-star Google reviews on Cheers-connected home-trade profiles mention price, cost, fees or the bill, against about 23% of five-star reviews of the same length. Money is a recurring part of the unhappy customer's account. Meanwhile, ChatGPT is already showing dollar figures for these jobs, and most profiles in our sample leave their service-price fields empty.

Last verified: November 1, 2026.

What written one-star reviews mention

The count covers 1,463 written one-star reviews posted Oct. 1, 2024 to Sept. 30, 2026 on 80 locations in 17 companies. Price words are the headline measure, and every narrower money topic points the same way.

A quote or an estimate comes up in 27.9% of written one-star reviews and 3.0% of five-star ones, or 11.4% of five-star reviews once you match them for length. Overcharging, rip-off and scam words show up in 12.7% of one-star reviews against 0.1% of five-star reviews, and matching for length only lifts that to 0.6%.

We adjusted the comparison for review length. The median one-star review here runs 93 words and the median five-star review runs 22, and since longer reviews mention more of everything, the raw five-star share of 7.3% overstates the gap. So we split both sets into five length bands, and one-star reviews mention price more often in every band. The comparison in the opening weights the five-star bands to the one-star length mix; the bands are in Method.

We tried to break the finding and couldn't. All 11 companies with at least five written one-star reviews mention price more in those reviews than in their five-star ones. The gap holds in each year of the window, without the company that has the most one-star reviews, and with "bill" and "charge" pulled off the list, since a technician named Bill and the phrase "in charge" both trip it. Method has those numbers.

What five-star reviews mention instead

Happy customers write about the work. "Professional" turns up in 29.7% of written five-star reviews (42.1% when matched for length) and in 6.0% of one-star reviews. A fair or reasonable price comes up in just 2.7% of five-star reviews, about the same rate as in one-star ones, so a page of five-star reviews tells the next customer very little about what the job costs.

One-star reviewers are also the ones who name the job: 70.3% of written one-star reviews mention something concrete, like a water heater, a drain, a furnace or a panel, against 36.1% of five-star reviews. On many profiles, then, the longest written account of an actual job is a complaint, and most of those complaints mention money.

Prices are missing from the profile and the schema

Start with Google Business Profiles. Across 126 home-trade profiles connected to Cheers, in 19 companies, 2 of the 9,128 listed services carry a price, and counting prices typed into service descriptions it's still under 0.1%. These are well-tended profiles rather than a sample of the average business, so they can't tell you how often a typical profile lists a price.

Contractor websites show more dollar signs, almost none of them labeled as prices. Of 976 readable homepages of US home-service contractors drawn from Google's local map results, read on Nov. 1, 2026, 23.5% showed some dollar amount, coupons and fees included. A coupon doesn't tell anyone what a water heater costs. Only 3 put a price above zero in Offer markup, the structured data that tells search engines a number on the page is a price.

Homepage links point at deals and payment plans more often than at prices: 18.4% link to specials or coupons and 19.3% to financing, against 6.8% that link to a page about prices.

We read raw homepage HTML only, so treat every share here as a floor for the whole site; contractors may well list prices on deeper pages. Our agent-readiness census of the same sites has the full tables.

ChatGPT prints a dollar figure anyway

The Cheers Market Baseline is our own research panel: every week it asks ChatGPT, Google AI Mode and Gemini the same 32 home-service questions in 100 metro areas across the US and Canada. In October, ChatGPT put a dollar figure in 76.8% of its US answers to our four "strongest reviews and fair pricing" questions, while Gemini did in 35.9% and Google AI Mode in 14.2%.

For an HVAC shop, the split by question is the useful part. Two HVAC questions, on installation deals and replacement quotes, drew a dollar figure in 80.6% of answers, while planned "best company for a job" questions sat at 24.8% and urgent ones at 7.6%.

Pest control shows how fast this moved in one trade. ChatGPT put a dollar figure in 17 of 100 answers to our pest control question in US and Canadian cities from Oct. 2 to 8, then in 64.3% of 300 answers from Oct. 9 to 31 (the pest control playbook).

Perplexity raises cost on its own, too: on the 26 baseline questions that never mention price, 12.6% of the follow-up questions it suggested were about cost.

Check the amounts ChatGPT shows for your own services against your published fees and ranges. ChatGPT's separate quote-request flow was still limited to approved partners as of OpenAI's spec on Oct. 31, 2026 (how ChatGPT Get Quote works). To see what AI answers say about your own company, run our free AI visibility check.

Price questions come by phone, too. TechCrunch reported Google's test of Gemini calls to businesses on Sept. 24, 2026, and Google's help page lists service quotes among those calls for Pixel 11 owners in the US. Google says Gemini opens every call by disclosing that it's an AI assistant from Google on a recorded line, and the call comes from the customer's own number.

Invoca, a call-tracking vendor, reported that from July to November 2025, 26% of the Google AI price calls on its platform went unanswered and 49% of the answered ones got no price, most often at home service businesses like pest control and plumbing. Invoca gave no sample size.

An owner asked us in late October whether to give a quote when an AI calls, and we didn't have a settled answer then. We do now: give an AI caller the same price you'd give a person, the one on your price page.

Where to publish prices on Google

Google's services help, checked November 2, 2026, expressly lets businesses add a price and description to a service. Use that dedicated price field for a fee the branch actually charges, such as a diagnostic visit. Keep ranges and the conditions that change a repair price on your website.

The Maps content policy separately restricts promotional pricing in a listing. Apply the field-specific guidance: keep prices out of custom service names and the business description, use the service-price field for the service price, and put a time-bound offer in an eligible post. Check the live profile after saving the change.

What the complaints say to publish

"Every job is different" is a fair reason to hold back a repair price and a poor reason to hide a trip fee. Start from the jobs your own one-star reviews name, and publish a range for each.

If a fee comes with every job, put it inside the published price or range rather than beside it. California has required all-in advertised prices since July 1, 2024, and Minnesota passed a similar law in 2024. That's general information, not legal advice.

For how to set ranges by location, who signs off, and the FTC's cautions on "starting at" prices, see our playbook on publishing prices.

How to reply to a one-star review about price

The general process (check the facts, acknowledge, move it offline) is in how to respond to negative reviews; here's what changes when the complaint is about the bill.

Before anyone writes a word, match the estimate to the final invoice and the tech's notes, and find where they differ. Then name the gap plainly: the bill ran over the quote, a fee came as a surprise, or the customer felt pushed into a bigger job. Point to the published fee or range instead of arguing the number in public, and leave the invoice details out. If the charge was wrong, fix it; either way, give a manager's direct line, and only promise a callback time the manager will actually keep.

Google's reply tips set the tone: keep it short and conversational, not promotional, apologize where it fits, and leave out anything private.

Two lines don't move. Never tie a refund or a discount to the customer changing or removing the review, because Google prohibits incentives for posting, changing or removing one; a refund settles the bill, and the review stays the customer's to edit or leave alone. And don't threaten the reviewer: the FTC's final rule, announced Aug. 14, 2024, bans groundless legal threats, intimidation and certain false public accusations used to prevent or remove negative reviews (not legal advice).

Here's an invented example, not a real review or reply, for a bill that ran over the quote:

"You're right that the final bill ran above the phone estimate, and we should have explained the extra part before installing it. Our diagnostic fee and repair ranges are on our pricing page. If we charged for work you didn't approve, we'll correct it. Dana, our service manager, will call you tomorrow, or you can reach her directly at [phone]."

What to change this week

• Pull the last 12 months of one-star Google reviews for each location into a spreadsheet and search them for the price words listed in Method. If more than half of yours mention price, a quote or a fee, look at what customers heard about price before the truck rolled, on the booking call and in the confirmation text. Running several brands? Run it per brand over the same months so you compare like with like.
• Before adding prices, make sure each location lists the services it actually performs (which services to list). Then add a price, in Google's price field, only to flat-fee items that location charges every time (a diagnostic visit, a trip fee, drain clearing, a tune-up), at the full price the customer pays, and check the live profile after you save.
• Add the trip or diagnostic fee, and whether it's credited toward the repair, to the booking confirmation text or email, so the customer sees it before the truck rolls.
• Ask your CSRs what they say when a caller, a person or an AI, asks "how much?" Then make that answer match the price page.
• Rewrite the reply template for price complaints around the four steps above, with the refund rule written in, so nobody trades a refund for a review edit on the spot.

Method

Reviews. Google reviews with text posted Oct. 1, 2024 to Sept. 30, 2026 on 126 Cheers-connected Business Profiles whose primary category is a home trade, in 19 companies. Reviews came from 114 of those profiles, and one-star reviews from 80 locations in 17 companies. A location is one profile and a company is a brand's top-level account; every published cell has at least 10 locations behind it. We left out reviews that were removed or replaced by a newer version. Of 1,566 one-star reviews, 1,463 have text, and counting rating-only ones the price share is 57.0%. Of 52,497 five-star reviews, 43,658 have text. Profiles are mostly US.

Topics. Whole-word matches, ignoring case; a stem matches any word that starts with it.

Price words are price, prices, pricing, priced, cost, costs, costly, expensive, charge, charged, charges, fee, fees, bill, billed, invoice, or a dollar sign followed by a digit. Quote or estimate uses the stems "quote" and "estimate". Overcharging uses the stems "overcharg", "scam", "goug" and "outrageous", plus "rip off", "ripoff" and "ripped off". Fair price covers "fair price", "fairly priced", "great price", "good price", and the stems "reasonabl" and "affordabl". Professional is the stem "professional". A concrete job is something like a water heater, drain, furnace, panel, roof, install or repair. The wider money list adds the stems "diagnostic" and "refund", and "trip fee", "trip charge", "service call fee", "service fee" and "dispatch fee", to the price, quote and overcharging terms.

Length. We counted words by the spaces between them. The matched five-star price share, 22.8%, weights each band's five-star rate by the share of one-star reviews in that band, so it adjusts for length and nothing else. By band, one-star (with review count) against five-star: under 30 words, 37.6% (218) against 3.4%; 30 to 59, 46.8% (265) against 9.7%; 60 to 99, 59.9% (292) against 17.7%; 100 to 199, 71.2% (406) against 27.4%; 200 or more, 79.1% (282) against 48.6%.

Robustness (raw shares, one-star against five-star). First year 61.6% against 7.4%, second year 60.5% against 7.2%; company medians 61.5% against 8.2%; without the company with the most one-star reviews, 59.1% against 7.9%; without "bill" and "charge", 58.4% against 6.8%. The wider money list gives 67.8% against 9.7%, though it also picks up diagnostic work with no fee.

Profiles and homepages. Services come from profile snapshots fetched June 30 to Nov. 1, 2026; 94 of the 126 profiles list any. A priced service has an amount in Google's price field; the under-0.1% figure adds prices typed into descriptions. On Nov. 1, 2026 (UTC), we read the raw HTML, without JavaScript, of 1,096 US home-service contractor homepages from Cheers' scans of Google's local map results in markets where 10 Cheers home-service customers operate, Cheers customers removed, so they aren't a national random sample. Of those, 976 were readable (229 showed a dollar amount) and 922 answered a same-day re-fetch, the base for the link shares.

AI answers. ChatGPT, Gemini and Google AI Mode answers from the Cheers Market Baseline's 60 US cities, Oct. 2 to 31, 2026: two HVAC deal and quote questions (540 answers), four fair-pricing questions (about 1,015), 20 planned "best company" questions (about 5,040) and six urgent ones (about 1,620). October mixes ChatGPT answers from before and after its Oct. 9 layout change. A dollar figure is a dollar sign followed by a number, unsorted into ranges, fees or coupons. The Perplexity share covers 105,216 suggested follow-ups in 100 US and Canadian cities, July 2 to Oct. 14, 2026, on the 26 of our 32 questions that don't mention price.

Scope. Word matching counts negated mentions, so a five-star review praising "no hidden fees" counts as a fee mention, and a mention isn't a complaint. These are established, Cheers-connected brands, and smaller shops may get reviewed differently. Nothing here measures whether publishing prices leads to fewer complaints.

Sources

• Google tests letting Gemini call businesses for you, TechCrunch (Sarah Perez), Sept. 24, 2026. The date of the Pixel test.
• Ask Gemini to handle your everyday phone calls, Gemini Apps Help, undated. Gemini calls for service quotes, the disclosure line and the Pixel 11 limit.
• Google's AI Is Calling, Invoca (Blair Symes), Dec. 10, 2025. Unanswered and no-price shares of AI price calls.
• Updated Google Maps Policy: What Merchants Can't Post In Listings Or Posts, Search Engine Roundtable (Barry Schwartz), Oct. 6, 2026. When the listing clause was first reported.
• Maps user contributed content policy, Google, undated. The listing clause's wording and the incentive ban.
• Manage your services on your Business Profile, Google Business Profile Help, undated. A price on each service, none in custom service names.
• Hidden fees (SB 478), California Attorney General, undated. All-in advertised prices since July 1, 2024.
• Minnesota Statutes 325D.44, Minnesota Revisor of Statutes, undated. Minnesota's 2024 hidden-fee rule.
• Tips to get more reviews, Google Business Profile Help, undated. Reply guidance and the incentive ban.
• Federal Trade Commission Announces Final Rule Banning Fake Reviews and Testimonials, US Federal Trade Commission, Aug. 14, 2024. The ban on threats to remove negative reviews.

Sources read November 1, 2026.

Dylan Allen-Arnegård is the CEO & Co-Founder of Cheers, the done-for-you local visibility partner for established home-service companies and PE-backed portfolios.