How Often Do AI Overviews Appear for Pricing Searches? What an Overseas Study Means for Pricing Pages

A New Zealand study found Google AI Overviews on 96% of the cost and pricing searches it tested. The queries were preselected and collected with Google New Zealand desktop settings. The figure does not describe Japan, the US or your own business.[1]

AI Overviews are AI-generated explanations with supporting links shown above Google search results.

If people researching prices read an AI summary first, what should your pricing page answer? This article explains what the study measured, which conditions a pricing page should cover and how to check visibility after publishing. Information was checked on September 23, 2026.

The overseas study measuring AI Overviews on pricing searches

The 96% is the share of the study’s selected cost and pricing queries that showed an AI Overview. It is not the share of answers citing a particular business, and it is not a change in inquiries.

The study was published by AI Search Marketing Agency, an Auckland search consultancy. Its announcement, dated September 18, 2026, covers 1,000 commercial searches across 20 industries.[1]

Data was collected on September 8 through DataForSEO, a search-results data service, using Google New Zealand desktop settings. The queries were chosen in advance across five intent categories.[1]

Results varied sharply by intent.

Search intent	AI Overview appearance
Advice searches	96.5%
Cost and pricing searches	96%
Comparison and transactional searches	About 80%
Providers in a named city	16.5%
Overall (1,000 searches)	73.9%

Source: our table based on the announcement [1]

Questions such as “how much?” and “which one?” showed AI explanations far more often than searches for a provider in a specific city.

When results were weighted by search volume, the rate across 275 queries with available volume fell to 27%. The study attributes this mainly to high-volume local and booking searches being less likely to show AI answers.[1]

So the study does not show that 96% of people searching for prices saw an AI answer. The announcement also does not state how many pricing queries were in the sample.

Google says AI Overviews appear only when its systems judge them additive to classic Search, and often do not trigger.[2] Whether they appear for your questions has to be checked under your own conditions.

Checking the information pricing answers tend to use

The study does not show which pages were cited in pricing answers. Search your own questions and read which conditions are explained and which are missing.

Across the whole study, 80% of cited sources were New Zealand domains. The comparison site MoneyHub was cited in 19% of AI Overviews, YouTube in 18% and Reddit in 15%.[1]

These are overall figures, not pricing-specific ones. They do not prove that comparison sites are chosen for pricing answers.

Check your own questions instead. Here is an illustrative cleaning-service example; it does not describe a real company’s prices.

1. Choose three pricing questions from sales notes or inquiry emails, such as “store cleaning night work extra cost.”
2. Open Google Search and search that phrase without your company name.
3. If an AI Overview appears, note which costs it explains and which conditions are missing. Open the supporting links too.
4. If none appears, record that and read the pages chosen in the ordinary results.

AI Mode and AI Overviews can show different answers and links.[2] A single search shows the current state only. Repeat the check with the same question, location and device.

A general price range with no mention of night surcharges or parking costs is a gap your company can fill from its own terms. Do not reuse another company’s figures as your prices.

What your pricing page should answer

Even without a single fixed price, you can explain what changes the price, what is included, when extra costs apply and what is needed for a quote.

Google says no special AI files or markup are needed to appear in AI Overviews and recommends making important content available as text.[2] Put pricing explanations in the page text, not only in images or PDFs.

Open your pricing page and check whether the text alone answers the items below.

Item to check	Example content (fictional cleaning service)
What determines the price	Area, type of work, start time
What the base price includes	Floor cleaning, waste removal
When extra costs apply	Night starts, parking fees where no parking is available
Calculation example	An illustrative example with stated assumptions
Information needed for a quote	Floor area, preferred time, photos of the spaces

“Night cleaning available. Contact us for pricing” does not say whether the price changes. A sentence such as “Night-cleaning prices depend on the area, type of work and start time. Quotes show standard work and night surcharges separately” is easier to act on.

If you include a calculation example, do not present it as a real customer’s bill. Make clear that it is illustrative.

If you use structured data, keep it consistent with the prices visible on the page. Google says not to add structured data about information users cannot see.[3]

Before creating another pricing article, consider adding to your existing pricing page. Conflicting answers on several pages confuse readers and editors. See five questions your pricing page should answer for a broader checklist, and how to turn customer inquiries into article ideas if you need to collect questions first.

Checking your visibility for pricing queries

Use the generative AI performance report in Search Console to see impressions for your pricing page, and count inquiries and quote requests separately.

Search Console is Google’s free tool for site owners to see how their site performs in Google Search. It works for properties you have verified.

In June 2026, Google announced reports showing visibility in generative AI features. On August 31, it added a note that the reports had rolled out to all websites worldwide.[4]

The report shows how often links to your pages appeared in AI Overviews and AI Mode. You can group the data by page, country, date and device.[5]

1. Open Search Console and select your property.
2. Open the generative AI performance report for Search. Sites without enough impressions may not see the report.[5]
3. In the Pages view, find your pricing page URL and review its impressions over time.
4. Record the date you edited the page and compare the trend before and after.

This shows how often links to your pricing page appeared in AI features. Whether people visited or sent an inquiry needs to be checked separately in your analytics and inquiry records.

Google AI-feature appearances are also included in Search Console’s overall web search data.[2] Do not treat the whole search total as AI results.

The overseas 96% does not need to become your target. Start by choosing one pricing question, answering it on your pricing page and tracking visibility and inquiries separately after publishing.