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How search worksIntermediateChecked against Google docs · Oct 2026

Google ranking systems, core updates and spam policies

Google ranks pages with many named systems, changes them broadly in core updates several times a year, and enforces spam policies with both algorithms and human reviewers. Knowing which of these touched your site decides what you should do next.

Author: Eugene Serbin, Head of SEO at Semalt Updated: 30 October 2026 Reading time: 17 min Visuals: 4

In short

Google ranks pages with many automated ranking systems, not one algorithm, and several times a year it changes them broadly in a core update. A core update does not target your site; it re-weighs everyone, so a drop usually means other pages now look more useful, not that you were punished. Spam is handled separately: by automated systems and, when a human reviewer confirms a policy violation, by a manual action that you can see in Search Console and lift with a reconsideration request.

How Google ranks: systems, not one algorithm

People say the algorithm as if it were one formula. Google describes something different: a set of automated systems that look at many signals and work together. Its ranking guide says it covers some of “our more notable ranking systems”, and that some of them “are part of our core ranking systems, which are the underlying technologies that produce search results in response to queries.” Others handle specific needs, such as crisis information or local news.

Two points from that guide shape how you should think about any ranking change:

So a strong page on a weak site can still rank, and a weak page on a strong site can still fail. Google does not publish weights for any system, and no single system decides a position on its own. If you want the bigger picture first, the lesson From crawl to ranking: the full pipeline shows where ranking sits after crawling and indexing.

What Google officially says

“Having some good site-wide signals does not mean that all content from a site will always rank highly, just as having some poor site-wide signals does not mean all the content from a site will rank poorly.”

Google Search Central — A guide to Google Search ranking systems

“Several times a year, Google makes significant, broad changes to our search algorithms and systems.”

Google Search Central — Google Search's core updates and your website. Google adds: “These changes are broad in nature, and don't target specific sites or individual web pages.”

“In general, most sites don't need to worry about core updates and may not even realize one has happened.”

Google Search Central — Google Search's core updates and your website

“We detect policy-violating practices both through automated systems and, as needed, human review that can result in a manual action.”

Google Search Central — Spam policies for Google web search. Also: “Sites that violate our policies may rank lower in results or not appear in results at all.”

“Our algorithms are extremely good at detecting spam, and in most cases we automatically discover it and remove it from our search results.”

Search Console Help — Manual actions report

The ranking systems Google names

Google's ranking guide lists the systems below. The list is not complete (Google calls them its “more notable” systems), but it is the official vocabulary. When an article talks about a system that is not on this list, treat it as someone's theory.

Map · Google's named ranking systems, grouped by job
Google's named ranking systems grouped by what they do Understanding language: BERT, neural matching, RankBrain, passage ranking, MUM for limited uses. Quality and reliability: reliable information, reviews, original content, crisis information. Links and domains: link analysis and PageRank, exact match domain. Freshness and local: freshness systems, local news. Results layout: deduplication, site diversity. Spam and demotions: spam detection with SpamBrain, removal-based demotion. Retired and folded into core ranking: helpful content system in March 2024, Panda in 2015, Penguin in 2016, Hummingbird as a 2013 improvement. UNDERSTANDING LANGUAGEQUALITY AND RELIABILITYLINKS AND DOMAINS FRESHNESS AND LOCALRESULTS LAYOUT SPAM AND DEMOTIONS BERTNeural matchingRankBrainPassage ranking systemMUM (limited uses only) Reliable information systemsReviews systemOriginal content systemsCrisis information systems Link analysis systems and PageRankExact match domain system Freshness systemsLocal news systems Deduplication systemsSite diversity system Spam detection systems (SpamBrain)Removal-based demotion systems Current systems (grouping is ours, names are Google's) RETIRED — FOLDED INTO SUCCESSOR OR CORE RANKING SYSTEMS Helpful content systemPandaPenguinHummingbird core ranking, March 2024core ranking, 2015link spam; core, 20162013 improvement
Every name on the map comes from Google's ranking systems guide; the grouping into six jobs is an editorial aid, not Google's own structure.

What each one does, in Google's words where the wording matters:

SystemWhat it does
BERT“is an AI system Google uses that allows us to understand how combinations of words express different meanings and intent.”
Crisis information systemsShow hotlines and trusted information for personal crisis searches, and SOS Alerts during natural disasters and wide-spread crises.
Deduplication systems“our systems show only the most relevant results to avoid unhelpful duplication.” A page shown as a featured snippet is not repeated further down the first page.
Exact match domain system“works to ensure we don't give too much credit for content hosted under domains designed to exactly match particular queries.”
Freshness systemsSeveral “query deserves freshness” systems that show recent content when a search expects it, for example news after an earthquake.
Link analysis systems and PageRankUse how pages link to each other to understand what pages are about. Of PageRank, Google says: “How PageRank works has evolved a lot since then, and it continues to be part of our core ranking systems.”
Local news systemsIdentify and surface local news sources, for example in Top stories and Local news features.
MUMAn AI system that understands and generates language. “It's not currently used for general ranking in Search but rather for some specific applications”.
Neural matching“is an AI system that Google uses to understand representations of concepts in queries and pages and match them to one another.”
Original content systems“We have systems to help ensure we are showing original content prominently in search results, including original reporting, ahead of those who merely cite it.”
Removal-based demotion systemsA significant volume of valid removals against a site (copyright, defamation, counterfeit goods, court orders, personal information) is used to demote other content from that site.
Passage ranking system“is an AI system we use to identify individual sections or "passages" of a web page to better understand how relevant a page is to a search.”
RankBrain“is an AI system that helps us understand how words are related to concepts.” It lets Google return relevant pages that do not contain every word of the query.
Reliable information systemsSurface more authoritative pages, demote low-quality content, elevate quality journalism, and show content advisories when reliable results are lacking.
Reviews system“The reviews system aims to better reward high quality reviews, content that provides insightful analysis and original research, and is written by experts or enthusiasts who know the topic well.”
Site diversity system“we generally won't show more than two web page listings from the same site in our top results”. “Site diversity generally treats subdomains as part of a root domain.”
Spam detection systemsA range of systems, including SpamBrain, that deal with content and behaviour violating the spam policies. “These systems are constantly updated to keep up with the latest ways that the spam threat evolves.”

Retired systems: helpful content, Panda, Penguin, Hummingbird

Google keeps a separate “Retired systems” list and explains it plainly: “The following systems are noted for historical purposes. They've either been incorporated into successor systems or made part of our core ranking systems.” Retired does not mean the idea was dropped. It means the work is now done inside the core systems and no longer has its own name or its own update.

In practice: if someone tells you your site was hit by Panda, or that you need to recover from the helpful content update today, translate it into current terms. The question is how your pages perform in core ranking, and the answer shows up around core updates.

What a core update is

A core update is one of those broad, several-times-a-year changes to Google's systems. Google gives notice when one happens on its list of ranking updates. Google's own explanation is that “As content on the web changes, we assess and update our systems to keep pace, as a whole.”

Google explains it with a restaurant list. You wrote a list of your 20 favourite restaurants years ago; new places have opened, you have changed your mind about others, so the list changes. Google's conclusion: “restaurants that move down aren't necessarily "bad"; there are just other restaurants that make your top 20.”

Three consequences follow:

How an update rolls out and where to see it

An update does not switch on at one moment. It rolls out over a period of days to weeks, and positions can move up and down during that time. Two Google places tell you what is going on:

The history shows that core updates are not the only announced type. You will see spam updates (changes to spam detection), past helpful content and reviews updates (from before those systems were folded in), Discover updates, and occasional incidents where ranking itself had a problem. Rollout lengths vary a lot from one update to the next, so read the dates for the specific update rather than assuming a typical length.

Timeline · A core update, from start to analysis (illustrative)
Illustrative timeline of a core update A baseline week before the start date, then the rollout period while rankings move, then the end date on the Search Status Dashboard, then at least one full week of waiting, then a comparison week that is compared with the baseline week. After that you improve, and effects can take months. Illustrative: real rollout lengths differ for every update Week before Rollout · rankings move Wait ≥ 1 full week Week after Start dateon the dashboard End dateon the dashboard compare these two weeks in Search Console Then improve;effects can takemonths
Analyse only after the end date plus a week, and compare a week after the update with a week before it started.

Spam policies: the full list

Google defines spam as “techniques used to deceive users or manipulate our Search systems into featuring content prominently”, which now explicitly includes “attempting to manipulate generative AI responses in Google Search.” The policies apply to every kind of content Google finds on the web, including Google's own properties. The list is not a loophole map: “Our policies cover common spam practices, but Google may act against any type of spam practices we detect.”

Cheat sheet · Google spam policies, with what is and is not a violation
PolicyViolation, for exampleNot a violation
CloakingDifferent content for Googlebot than for users, to manipulate rankingsA paywall where Google sees the full content and Flexible Sampling guidance is followed
Doorway abuseNear-identical city pages that all funnel to one pageA clear, browsable hierarchy of genuinely different pages
Expired domain abuseA bought charity domain repurposed for casino or affiliate contentBuying a domain and building a real site on it
Hacked contentInjected code, pages, hidden links or redirects added by an attackerThe site owner is a victim; clean up and secure the site
Hidden text and link abuseWhite text on white, text off-screen, font size 0, a link on one hyphenAccordions, tabs, sliders, tooltips, screen-reader-only text
Keyword stuffingBlocks of city names, phone number lists, unnatural repetitionUsing the words your topic naturally needs
Link spamPaid links, excessive link exchanges, automated links, optimised anchors in guest postsPaid or sponsored links marked rel="sponsored" or rel="nofollow"
Machine-generated trafficAutomated queries to Google, including scraping results for rank checking without permissionUsing official, permitted interfaces
Malicious practicesMalware, unwanted software, back button hijackingNormal downloads that do what users expect
Misleading functionalityA fake generator or tool that only leads to adsA tool that really delivers the promised function
Scaled content abuseMany low-value pages from AI, scraping, synonymising or stitching, made to rankProducing content at scale that genuinely helps users, by any method
ScrapingRepublishing others' content with no added value or only synonyms swappedQuoting with attribution and adding your own analysis
Site reputation policyThird-party pages placed on a strong host mainly to borrow its ranking signalsWire services, syndicated news, forums, editorial columns, integrated affiliate content
Sneaky redirectsMobile users sent to a spam domain, desktop users see the normal pageSite moves, merging pages, redirect after login
Thin affiliationProduct descriptions copied from the merchant with affiliate links and nothing elseOriginal reviews, testing, comparisons, price information
User-generated spamSpam posts, comments, profiles or uploads added by usersA moderated community with real user content
Sixteen policies as named on Google's spam policies page; the example wording is a summary, so read the policy itself before making a judgment call.

A few policies deserve a closer look because they catch legitimate sites:

The same page ends with Other practices that can lead to demotion or removal: legal removals (a significant volume of valid copyright, defamation, counterfeit or court-ordered removals), personal information removals (for example sites with exploitative removal practices), policy circumvention (moving violating content to new subdomains, subdirectories or sites) and scam and fraud (impersonating businesses, fake customer support).

Manual actions

A manual action is the one case where a person at Google is directly involved. “Google issues a manual action against a site when a human reviewer at Google has determined that pages on the site are not compliant with Google's spam policies.” It is not a secret: “If your site is affected by a manual action, we will notify you in the Manual actions report and in the Search Console message center.”

The Manual actions report shows a count at the top. “If your site has no manual actions, you'll see a green check mark and an appropriate message.” Each action lists the affected URL patterns, which can be a directory such as https://example.com/real-estate/* or the whole site.

The types Google lists in the report help are: back button hijacking; site abused with third-party spam; user-generated spam; spammy free host; structured data issue; unnatural links to your site; unnatural links from your site; thin content with little or no added value; cloaked images; hidden text and/or keyword stuffing; major spam problems; AMP content mismatch; sneaky mobile redirects; a set of News and Discover policy actions; and site reputation policy.

How a manual action is lifted

  1. Read the action and its affected pages in the report.
  2. Fix every affected page. Google is strict about this: “Fixing the issue on just some pages will not earn you a partial return to search results.” If there are several actions, fix all of them.
  3. Make sure Google can reach the pages: no login, no paywall, not blocked by robots.txt or noindex. Test with URL Inspection.
  4. Request review in the report. A good request “Explains the exact quality issue on your site.” It “Describes the steps you've taken to fix the issue.” And it “Documents the outcome of your efforts.”
  5. Wait for the decision. “Most reconsideration reviews can take several days or weeks”, and link-related requests can take longer. Do not resubmit while a request is pending.

If you bought a site that already had a manual action, fix the issues and say in the request that you recently acquired it. Unnatural-links actions are the case where a disavow file can play a role; the lesson Link audits and disavow covers that.

Manual actions and security issues are separate reports. The Security Issues report “lists indications that your site was hacked, or behavior on your site that could potentially harm a visitor or their computer”. Those pages can show a warning label in results or a browser warning page, which manual actions normally do not.

Algorithmic change or manual action: how to tell

Most traffic drops are algorithmic. A manual action is rarer, always visible in Search Console, and has a clear way out. Knowing which one you face decides everything you do next.

Comparison · Algorithmic change vs manual action
Algorithmic change (core update, spam system, other systems)Manual action
Who decidesAutomated systemsA human reviewer at Google
NotificationNone for your site; at most an announced update on the dashboardManual actions report and Search Console message
ScopeMany sites move at once; inside your site, some pages more than othersYour site: listed URL patterns or the whole site
CauseRelative usefulness, or spam detected automaticallyA confirmed violation of a named spam policy
How to fixImprove the site as a whole for users; remove spam practicesFix all affected pages, then request review
How it endsSystems re-assess over time; often visible at a later core update; no guaranteeGoogle revokes the action after a successful review
If the Manual actions report shows a green check mark, the problem is not a manual action, whatever else it may be.

A quick check, in this order:

  1. Manual actions report. Any action listed? If yes, that is your first job.
  2. Security Issues report. Hacked content can look like a ranking drop.
  3. Search Status Dashboard. Does the start of your drop fall inside an announced update's dates?
  4. Performance report. Compare the right weeks, then split by search type (Web, Images, Video, News), pages and queries.
  5. Your own changes. Releases, migrations, noindex, robots.txt or redirect changes around the same dates.

This is only the triage. The full method is in the lesson Why traffic dropped: a diagnostic method.

What to do and not do after an update

Google's core updates page gives a short, specific procedure. The lesson After a core update walks through it in detail; here is the core of it.

Then set expectations. Google says “some changes can take effect in a few days, but it could take several months for our systems to learn and confirm that the site as a whole is now producing helpful, reliable, people-first content in the long term.” And: “If it's been a few months and you still haven't seen any effect, that could mean waiting until the next core update.” Finally, Google is honest that “there's no guarantee that changes you make to your website will result in noticeable impact in search results”.

Rule out technical causes before blaming an update

OurSEO Tools runs a 69-point checklist and crawls up to 1,000 pages, recording status code, canonical, indexability and load time per URL, so you can check whether a drop has a technical cause on your side.

69-point checklistTechnical crawlContent analysis

Common mistakes

FAQ

Is a core update a penalty?

No. Google says core updates “don't target specific sites or individual web pages.” A drop means your pages were re-assessed against others. A penalty in the strict sense is a manual action, which appears in the Manual actions report.

Where do I see when a core update started and ended?

On the Search Status Dashboard, in the Ranking history. Each announced update has a start date and a rollout length; the old ranking updates list on developers.google.com now redirects there.

Does the helpful content system still exist?

Not as a separate system. Google lists it under retired systems: “In March 2024, it evolved and became part of our core ranking systems”. The same goals are now assessed in core ranking.

How long does recovery take?

Google gives a range, not a number: some changes take effect in a few days, a site-wide re-assessment can take several months, and sometimes you wait for the next core update. There is no guarantee of recovery.

Will Google tell me if an algorithm demoted my site?

No. Algorithmic changes come with no message for your site. Only manual actions and security issues are reported to you in Search Console.

Is AI-generated content against the spam policies?

Not by itself. Scaled content abuse applies “no matter how it's created”: the problem is many low-value pages made mainly to rank, whether written by people, tools or AI.

Sources

Quotes checked against the official pages on 30 October 2026.