Classic Search
Core Web Vitals
Core Web Vitals are three metrics Google uses to measure a page’s real-user experience: Largest Contentful Paint for loading, Interaction to Next Paint for responsiveness and Cumulative Layout Shift for visual stability. A page passes when it meets each threshold at the 75th percentile of page loads in field data.
- Industry term
By QueryRev ResearchPublished Updated6 min read
Why it matters.
Google describes Core Web Vitals as a set of metrics that measure real-world user experience for loading performance, interactivity and visual stability, and says it highly recommends that site owners achieve good Core Web Vitals for success with Search[1]. web.dev, which sets out Google’s Web Vitals initiative, calls them the subset of Web Vitals that apply to all web pages and should be measured by all site owners[2].
The thresholds are worded a little differently by each source, so quote the one you cite. Google Search Central asks sites to strive for Largest Contentful Paint to occur within the first 2.5 seconds of the page starting to load, an Interaction to Next Paint of less than 200 milliseconds and a Cumulative Layout Shift score of less than 0.1[1]. web.dev writes that pages should have an INP of 200 milliseconds or less and a CLS of 0.1 or less, with LCP within 2.5 seconds, and adds that a good threshold to measure is the 75th percentile of page loads, segmented across mobile and desktop[2]. Search Console’s report writes its Good range as 2.5s or less for LCP, 200ms or less for INP and 0.1 or less for CLS[3].
The set has changed. web.dev announced that Interaction to Next Paint would replace First Input Delay as a Core Web Vital on 12 March 2024, and that First Input Delay would be deprecated[4]. A guide or report that still lists First Input Delay is out of date.
What the metrics do for ranking is stated with care. Google says Core Web Vitals are used by its ranking systems, that there is no single “page experience signal”, and that good results in a report don’t guarantee that pages will rank at the top, because there is more to a great page experience than the scores. It adds that Google Search always seeks to show the most relevant content, even if the page experience is sub-par[5]. Treat the vitals as part of a good experience, not as a lever.
Be clear about the base of any share you quote. Search Console’s report covers only indexed URLs, shows a sample of pages, groups similar URLs and leaves out a group without enough data[3], so “most URLs pass” is a statement about the URLs the report holds. QueryRev’s study states its base beside every figure in the same way: it read the robots.txt of 6,294 of the 9,973 domains of its panel, 63.1%[6]. That study measures robots.txt rules, not page speed.
How it is measured.
The metrics are measured in the field, from real visits, and the number to read is the 75th percentile of page loads: the value that 75 in 100 visits met or beat. Search Console’s report is built from the Chrome UX Report, covers the last 28 days, and gives each URL group the status of its most poorly performing metric[3].
PageSpeed Insights and Lighthouse can run a live test of one URL, which is useful for finding a cause. Search Console warns that the figures of a single URL in PageSpeed Insights might not match its group in the Core Web Vitals report, because an individual URL can be an outlier in its group[3].
Record for each group of similar pages, by device, the three values at the 75th percentile, the status and the number of URLs, with the date. A group that moves to Poor affects every page in it at once, so follow groups and not single addresses.
Measured by
- LCP, INP and CLS at the 75th percentile
- URL groups by status
- Field data coverage
A worked example.
Illustrative: an invented site, to show the method.
A coffee-equipment shop’s product pages form one URL group on mobile. At the 75th percentile their Largest Contentful Paint is 3.1 seconds, their Interaction to Next Paint 180 milliseconds and their Cumulative Layout Shift 0.02. Against Search Console’s ranges, INP and CLS are good and LCP is in the middle band, Need improvement.
The group’s status follows its weakest metric, so LCP alone sets it. The shop does not touch the two metrics that already pass. It finds the largest element on its product pages, a hero image loaded late, fixes the template, and waits for the 28-day window to roll before it reads the status again.
What to do, step by step.
Open the Core Web Vitals report for mobile and desktop and list the URL groups that are not Good.
For each group, note which metric sets its status and how many URLs it holds.
Test an example URL in PageSpeed Insights to find the cause, keeping in mind that its figures can differ from the group’s.
Fix the template or component behind the group, not single URLs.
Start validation in the report, then wait: it is built from the last 28 days of field data, so a fix shows slowly.
Record the three values, the status and the date, and read them again after the window has rolled.
Mistakes to avoid.
Chasing a perfect score. Google says that trying to get a perfect score just for SEO reasons may not be the best use of your time[5]. Fix the group that fails and stop.
Expecting rankings to follow. Google says good results in a report don’t guarantee that pages will rank at the top[5]. Judge the work on the experience, and on clicks and conversions, not on rank alone.
Mixing lab and field data. A lab run is one test. The report is made of real visits, over 28 days, for a group of pages[3]. Use each for what it is.
Still reporting First Input Delay. It was replaced by Interaction to Next Paint in March 2024[4]. Report INP.
Quoting a threshold from memory. Search Central says less than 200 milliseconds for INP[1] while web.dev says 200 milliseconds or less[2]. Quote the page you cite.
How QueryRev treats it.
QueryRev reads page groups’ Core Web Vitals from field data beside their clicks and conversions, as part of the state of the site. A group that moves to Poor opens a typed decision with the pages behind it, the metric that sets the status and the effort of the fix, and the result is checked again once field data has caught up. See Search Integrity and the guide to the SEO audit report.
Questions people ask.
What are the three Core Web Vitals?
Largest Contentful Paint measures loading, Interaction to Next Paint measures responsiveness and Cumulative Layout Shift measures visual stability. Interaction to Next Paint replaced First Input Delay in March 2024.
Are Core Web Vitals a ranking factor?
Google says Core Web Vitals are used by its ranking systems, and also that there is no single page experience signal and that good scores do not guarantee a top position. Treat them as part of a good page experience, not as a lever on their own.
Why does PageSpeed Insights show different numbers from Search Console?
Search Console groups similar URLs and reports field data from real visits over 28 days. PageSpeed Insights generally shows data for one URL, and a single URL can be an outlier in its group, so the two need not match.
Sources and citation.
Primary sources only: the search engines, the AI vendors, standards bodies and QueryRev’s own research. Each is cited in the text by its number.
Understanding Core Web Vitals and Google search resultsGoogle Search Central ·
Web Vitalsweb.dev ·
Core Web Vitals reportGoogle Search Console Help ·
Interaction to Next Paint becomes a Core Web Vital on March 12web.dev ·
Understanding page experience in Google Search resultsGoogle Search Central ·
State of AI crawler access, October 2026QueryRev Research ·
Cite this definition
A suggested citation. Its link goes to the definition, whose anchor does not change.
QueryRev Research. “Core Web Vitals.” QueryRev AI glossary, 24 October 2026. https://queryrev.com/glossary/core-web-vitals#definition
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