Slide and stage claims that name it, the ones Google’s documentation does not cover first.
Not in docs 8
Google sometimes picks a canonical that looks unrelated because it recognised a URL pattern: if /buy/fax, /buy/typewriter and /office-equipment show the same content, its systems may assume any /buy/ URL, even /buy/seo-service, shows that same office-equipment content without looking at the page.
Day 2 · Handling web duplication
Google picks the canonical from a variety of criteria and uses some kind of machine learning to decide how much weight each criterion gets; the weighting changes from time to time.
Day 2 · Handling web duplication
Google's speaker said that pointing rel=canonical from the pages of a paginated set to the first page can sometimes make sense depending on the goal, for example to make a category page more visible, but that it affects canonicalization and deduplication.
Day 2 · Handling web duplication
Canonical chains can run through canonical links alone, through a server-side redirect between members, or through a client-side redirect between members.
Tobias Schwarz · Day 2 · Lightning session E: Managing Duplicates and Site Moves
Canonical loops, such as two HTML pages whose canonical tags point to each other, are a structural conflict: the group has no canonical leader, so its canonical information cannot be used.
Tobias Schwarz · Day 2 · Lightning session E: Managing Duplicates and Site Moves
Canonical loops can also run through server-side or client-side redirects, not only through canonical tags.
Tobias Schwarz · Day 2 · Lightning session E: Managing Duplicates and Site Moves
A community speaker said that at best a search engine's heuristic would treat a canonical loop through redirects as self-referencing canonicals, and doubted that this is often done when the loop runs through a client-side redirect.
Tobias Schwarz · Day 2 · Lightning session E: Managing Duplicates and Site Moves
A community speaker said pages carry different link equity, and a canonical leader that is not the strongest page in its group is technically valid but most likely suboptimal for ranking, so the strongest page should be the leader.
Tobias Schwarz · Day 2 · Lightning session E: Managing Duplicates and Site Moves
Consistent with docs 18
Google's duplication talk described three related parts of deduplication: building clusters, localization, and selecting the representative URL, which is the canonicalization site owners see in Search Console.
Day 2 · Handling web duplication
Whether a redirect is permanent or temporary matters only for choosing the canonical, not for clustering the URLs together.
Day 2 · Handling web duplication
rel=canonical is probably the most common way site owners signal duplicates, but it is very often wrong, for example a tag whose value reads 'canonical target' instead of a real URL (the example is partly unclear in the recording), so Google can only sometimes trust it.
Day 2 · Handling web duplication
Google watches for canonical hijacking, where several domains try to be canonical for the same content, whether accidentally across a site owner's own domains (such as a staging copy) or through third-party domains, maliciously or not, and asks site owners to report cases it gets wrong.
Day 2 · Handling web duplication
Whether a page can load is really important for canonical selection: a broken certificate, failing JavaScript or a page that cannot be loaded counts against a URL, and the slide also listed meta refresh and security.
Day 2 · Handling web duplication
Clear site-owner signals about which URL should be canonical make a big difference to Google's choice; the speaker named redirects, listing only the preferred URL in sitemaps, and rel=canonical, which the speaker said also helps a bit.
Day 2 · Handling web duplication
Google's closing suggestions on duplication: use redirects for site migrations, use HTTP result codes, don't block agents, check your rel=canonical links, use hreflang links to help Google localize, report weird canonicals in the forums, make secure pages that work, and keep canonical signals clear.
Day 2 · Handling web duplication
When all canonical signals point to the same URL, Google follows what the site owner says; when they point in different directions, Google cannot tell what the owner wants.
Day 2 · Handling web duplication
Multiple canonical declarations on one page conflict and are invalid, so the search engine applies its own heuristic and picks the canonical for the site owner; a page should declare only one canonical.
Tobias Schwarz · Day 2 · Lightning session E: Managing Duplicates and Site Moves
Canonical chains, where a page's canonical target leads on to yet another URL, are named as improper use in the canonical link specification, according to a community speaker.
Tobias Schwarz · Day 2 · Lightning session E: Managing Duplicates and Site Moves
The crawler report shown on screen flagged a canonical chain as a problem: canonical links that form a chain instead of all pointing directly to the group's canonical leader.
Tobias Schwarz · Day 2 · Lightning session E: Managing Duplicates and Site Moves
When internal links point only to page A and the canonical leader is reached only through A's canonical link, the leader is reachable by machines but not by human visitors, a signal conflict that asks the search engine to index a page users cannot reach.
Tobias Schwarz · Day 2 · Lightning session E: Managing Duplicates and Site Moves
For a canonical leader that users cannot reach through links, a community speaker suggested revisiting the canonical graph and probably making the internally linked page the leader instead.
Tobias Schwarz · Day 2 · Lightning session E: Managing Duplicates and Site Moves
The canonical leader of a group should be indexable: it should carry no noindex robots directive, return no error status code and not be blocked in robots.txt.
Tobias Schwarz · Day 2 · Lightning session E: Managing Duplicates and Site Moves
Canonical links between different language versions of a page are a misuse: if a search engine accepted such a canonical group, only one language version would rank.
Tobias Schwarz · Day 2 · Lightning session E: Managing Duplicates and Site Moves
A change of canonical URL usually takes one to three weeks to show, though it can happen in seconds because Google allocates enough resources to canonicalization.
Gary Illyes · Day 3 · How long does it take to..?
Gary Illyes said he had updated Google's documentation about canonicalization changes about a month before the event (around early September 2026).
Gary Illyes · Day 3 · How long does it take to..?
Google treats a site move as a complex canonicalization process in which every signal of the old site is recalculated and moved to the new one, and every indexing process has to run.
Gary Illyes · Day 3 · How long does it take to..?
Confirmed by docs 5
Google clusters duplicate pages and selects one page per cluster as its representative, the canonical URL, so that users are not shown duplicates.
Cherry Prommawin · Day 1 · How Search works and where's AI?
Google extracts the rel=canonical link, through which site owners state their preferred canonical URL, and uses it in deduplication and in canonical selection.
Day 2 · How is HTML interpreted
Google's speaker said what SEOs call the canonical is, for Google, the representative of a cluster of duplicate pages: the URL Google would ideally show.
Day 2 · Handling web duplication
Many SEOs assume Google must follow their rel=canonical, but because people sometimes get it wrong, Google has to make its own judgment about the canonical.
Day 2 · Handling web duplication
A community speaker advised fixing canonical chains by cleaning up the canonical graph so that every canonical link points directly to the canonical leader.
Tobias Schwarz · Day 2 · Lightning session E: Managing Duplicates and Site Moves
Nothing to verify 9
Checking canonicals pairwise (page A has a canonical to page B, page B a self-referencing canonical) is common but, in a community speaker's experience, misses the bigger picture, such as other links pointing to A or B.
Tobias Schwarz · Day 2 · Lightning session E: Managing Duplicates and Site Moves
In a community speaker's terms, a canonical group is the set of all URLs connected through canonical links, and its canonical leader is the page that all the group's canonical links ultimately point to.
Tobias Schwarz · Day 2 · Lightning session E: Managing Duplicates and Site Moves
A community speaker advised auditing canonicals as whole canonical groups rather than pair by pair, paying special attention to each group's canonical leader.
Tobias Schwarz · Day 2 · Lightning session E: Managing Duplicates and Site Moves
A community speaker said it helps to view small canonical groups as a graph that shows any redirects between members, together with the indexability of each member page.
Tobias Schwarz · Day 2 · Lightning session E: Managing Duplicates and Site Moves
A crawler report shown on screen drew one canonical group of five URLs as a link graph with the leader marked by a crown, and listed each member's HTTP status, indexability, document language, leader flag, incoming and outgoing links, and hints.
Tobias Schwarz · Day 2 · Lightning session E: Managing Duplicates and Site Moves
The crawler report shown on screen ran group-level checks on each canonical group: an overall group status, whether the leader has self links, whether languages are consistent across members, and whether the group contains a chain.
Tobias Schwarz · Day 2 · Lightning session E: Managing Duplicates and Site Moves
In the real-world canonical group shown on screen (a German-language travel magazine section, site not named), a feed URL's canonical pointed to a URL on another subdomain that 301-redirected to the leader, a canonical chain through a server-side redirect.
Tobias Schwarz · Day 2 · Lightning session E: Managing Duplicates and Site Moves
The crawler report shown on screen rated a canonical group member that issues a redirect instead of displaying content as an error, and flagged canonical links whose target returns a non-200 status or is itself a redirect.
Tobias Schwarz · Day 2 · Lightning session E: Managing Duplicates and Site Moves
In a community speaker's experience, real-world canonical graphs are far more complex than the isolated examples in the talk and commonly mix several canonical problems at once.
Tobias Schwarz · Day 2 · Lightning session E: Managing Duplicates and Site Moves