EEAT Mechanics

If a link is a citation rather than a vote, what is a backlink actually claiming — and does choosing your own sources say anything about your expertise?

What Backlinks Are Actually For

A link is not a vote. It says what a page is about — and authority runs on a different axis entirely.

This is a thesis, not a documented system: it puts a claim up for discussion and weighs it against the evidence, and it leans mostly on [C] our assessment rather than [A]/[B]/[O] documentation.

By Thomas Wawra· Published · Updated · Version 1.3· Systems referenced: Anchor-Spam (Penguin legacy)

01The link was a citation, not a vote

Every account of what backlinks are for starts with the claim that a link is a vote, and that claim is not in the founding documents of PageRank, Google's original link-based ranking method. The vote is the founding metaphor of the whole discipline. Three documents were searched in full text: the 1998 Anatomy paper by Sergey Brin and Lawrence Page, the PageRank Citation Ranking technical report by Page, Brin, Rajeev Motwani and Terry Winograd, and US6285999B1. That patent names Lawrence Page as its sole inventor and assigns the invention to the Board of Trustees of the Leland Stanford Junior University, not to Google. The name in the algorithm and the sole inventor on the patent are the same person. The argument behind it is four people's work, and the property was a university's. The word "vote" appears in none of the three. What does appear is a pair of models that are not votes either: a citation whose weight depends on who is doing the citing, and a reader clicking links at random, whose visit probability is the score itself — "the probability that the random surfer visits a page is its PageRank". Section four returns to what Google later did to the second model.

The papers say "citation" instead, and that changes what a link is for. Page and Brin were not inventing a democracy. They were carrying academic bibliometrics, the counting of who cites whom, onto the web, where a link plays the part a footnote plays in a journal. The distinction matters because the two metaphors license different behaviour. A vote is something you cast, and more of them are better. A citation is something you owe, and it is only worth anything if it is honest.

The vote language comes from Google's own product marketing, not from the research. The 2004 Google Technology page states it plainly, and that page is where the industry got it. Read today, the sentence is a simplification of a citation model for a lay audience. The industry took it as a specification.

Source per claim (4)
W
PageRank's stated basis is academic citation analysis: "Academic citation literature has been applied to the web, largely by counting citations or backlinks to a given page."[1]
P
The original PageRank patent argues from citation weight, not from counting: "A citation from an important document is more important than a citation from a relatively unimportant document."[2]
W
The word "vote" occurs in neither PageRank paper nor in Page's patent — the metaphor has no scientific source.[3]
O
Google itself introduced the vote metaphor in product marketing: "Google interprets a link from page A to page B as a vote, by page A, for page B."[4]

02What a link does: it says what a page is about

Google's own testimony says what the three basic ranking signals are, and anchors are one of them. In February 2025, Google engineer Hyung-Jin Kim described the ranking stack to the Department of Justice. The resulting exhibit names three fundamental signals and calls them ABC. Anchors are the A, and the exhibit defines them in five words: a source page pointing to a target page.

The three signals measure relevance, not quality. The exhibit does not describe them as quality measures. They are "the key components of topicality" — Google's determination of how relevant a document is to a query. Links sit in the relevance machinery, next to the terms in the document and the clicks on the result.

Read that way, a link says first what a page is about, and only after that what it is worth. The linking page asserts that the target belongs to a topic. The anchor text, the visible words of the link, and its surroundings say which topic. That is a much smaller claim than a vote, and a much more checkable one — which is presumably why it survived twenty-five years of people trying to forge it.

One sworn statement from Google contradicts this reading. Three weeks before Kim, Pandu Nayak described the same signal differently: the anchor signal, he said, identified a document's quality in part by how many other documents linked to it. Quality, by count — the exact reading this piece argues against. Both statements are sworn material from the same proceeding.

Read together, the two statements describe a shift, not a disagreement. Nayak is speaking in the past tense, about the era of content farms, sites that mass-produced thin pages for search traffic. His next sentence supplies the ending: the abuse of that proxy is what forced Google to develop separate quality signals. What was once a quality count became a topical statement once counting it stopped working. That reading is ours, not theirs, and the contradiction is left standing rather than explained away.

Source per claim (6)
A
The DOJ exhibit defines the anchor signal as "a source page pointing to a target page (links)".[5]
A
Links serve relevance, not quality: "ABC signals are the key components of topicality (or a base score), which is Google's determination of how the document is relevant to the query."[6]
A
Anchors are one of three fundamental signals, alongside body terms and clicks, all three hand-crafted by engineers.[7]
C
A link is therefore first an assertion about subject matter — this target belongs to this topic — and only derivatively an assertion about worth.[8]
A
A second Google engineer describes the same signal the other way: "Google signal Anchor identified a document's quality in part by how many other documents linked to it."[9]
C
The two accounts are best read as a shift rather than a conflict: the abuse of the link count by content farms is what forced quality into separate signals.[10]

03Authority runs on a different axis

Authority is carried by a different signal than links-as-relevance, on a separate axis. If links carry relevance, the same exhibit answers what carries authority. PageRank is described in one sentence as a measure of distance from a known good source. It feeds the Quality score, not the topicality score, the score for how well a page matches a query.

What the industry calls authority is the Quality score, and it is not PageRank. Q* is glossed in the exhibit as page quality in the sense of trustworthiness. It is described as largely static across queries and largely a property of the site rather than the page. PageRank feeds it, but it is not PageRank, and it does not live where the anchors live.

Outbound links cannot build authority this way, and that cuts against a comfortable assumption. Distance from a known good source is measured along paths that run toward a page. Linking out does not move you closer to anything. Whatever outbound links do — and the next section argues they do something — they do not do it here.

Source per claim (4)
A
PageRank is defined as proximity, not popularity: "This is a single signal relating to distance from a known good source, and it is used as an input to the Quality score."[6]
A
Quality is trustworthiness: "Q* (page quality (i.e., the notion of trustworthiness)) is incredibly important."[6]
A
Quality is generally static across queries and largely a property of the site, unlike topicality which is computed per query.[11]
C
Because that distance is measured along inbound paths, an outbound link cannot shorten the linking page's own distance to a good source.[12]

04The other direction: what linking out is worth

The thesis this piece started from runs the other way: choosing and showing your sources demonstrates expertise. If I choose the sources I build an argument on, and I show them, I have demonstrated that I read them. That is a claim about expertise, made by the act of linking rather than by the receipt of a link. Does anything support it?

Yes, and the support comes from an unexpectedly old and unexpectedly direct source. In 2009 Matt Cutts, then head of Google's webspam team, answered the question on his own blog. The answer is careful in a way the industry has mostly discarded: linking out does not help PageRank, and other parts of the system encourage it anyway. Two different mechanisms, and only one of them is the one everybody optimises for.

Google's current guidance endorses the idea but never names the mechanism. It points the same way without naming links. The helpful-content self-assessment, Google's checklist for site owners, asks whether content presents information in a way that makes you want to trust it, "such as clear sourcing". The Quality Rater Guidelines, the handbook for the human raters who evaluate search results, go further on the concept and stop short on the mechanism. Their worked examples say citations support a page's E-E-A-T, and a full-text search of the current edition finds no passage that treats an outbound hyperlink as a quality signal. The idea is endorsed; the implementation is never named.

The idea has been formalised in exactly one place: Hilltop, a 2000 search algorithm. Hilltop defines an expert document as a page linking to many non-affiliated pages on a topic. Non-affiliated means, concretely, different IP neighbourhoods and different hostnames. That is this hypothesis, stated as an algorithm in 2000. Two caveats belong with it. Hilltop uses expert documents to rank their targets rather than to reward the expert. And despite the common claim, Google never owned the patent (US7346604B1 ran DEC → Compaq → HP → HPE → Valtrus).

Source per claim (6)
O
Google's then webspam lead: "In the same way that Google trusts sites less when they link to spammy sites or bad neighborhoods, parts of our system encourage links to good sites."[13]
O
The same post separates the two mechanisms: "I didn't say that linking to high-quality sites helped your PageRank, but rather other parts of our system would encourage/reward those links."[14]
O
Google's helpful-content self-assessment asks whether content shows "clear sourcing, evidence of the expertise involved".[15]
O
The Quality Rater Guidelines credit citation as evidence: "The citations support the E-E-A-T of this article."[16]
C
The guidelines endorse citing sources but never name an outbound hyperlink as a signal — the gap is in the mechanism, not in the idea.[17]
C
Hilltop is the only formalisation of the idea, defining an expert document as one with "links to many 'non-affiliated' pages on that topic" — but it ranks the targets, not the expert, and Google never owned the patent.[18]

05What this leaves a new site

For a new site, the practical advice is unfamiliar in its emphasis rather than in its content. Put the axes together: inbound links carry topical relevance and, through PageRank, feed a quality score that is largely site-level and largely static. Outbound links carry no PageRank of their own and are nonetheless encouraged. Neither is a lever you pull. Both are consequences of being the kind of page other pages have reason to cite.

Two documented findings correct the instinct that more links are better. The first is the Reasonable Surfer patent, which abandons PageRank's own assumption. Alongside the citation analogy, the 1998 paper justifies the score with a second model — a surfer clicking links at random, where "the probability that the random surfer visits a page is its PageRank" — and Page's patent formalises that as a transition probability matrix over the graph. Every outgoing link is equally likely to be taken. The reasonable surfer is the same imaginary reader with the coin flip removed: the model "reflects the fact that not all of the links associated with a document are equally likely to be followed", so each link gets its own probability. That probability is computed from features of the link itself — font size of the anchor text, position on the page, commerciality of the anchor, whether the target sits on the same host — and calibrated against user behaviour data on the navigational actions actually taken at that link. The dating deserves care: the application was filed 17 June 2004 and granted in 2010 as US7716225B1. US8117209B1, cited here, is its continuation, granted 2012, and the family runs on to US10152520B1 in 2018. Six years, then, separate the uniform model from the weighted one — and both are Google's. In passing, the name outlasted its definition twice: in 1998 PageRank was a visit probability, which is a popularity measure, while the 2025 exhibit calls it a distance from a known good source, which is not the same quantity. The second finding is the leaked ranking corpus, which contains three link-related fields against thirty-eight documented in total — all three of them on the penalty side, measuring anchor spam rather than anchor value.

All of this has a limit: the documents name components, not weights. The same Google engineer who described ABC to the DOJ also described what the leaked documents do not contain, and it is the best-sourced caution in the whole piece: the documents name components, not curves and thresholds. Everything above establishes what the parts are for. None of it establishes what any of them weighs.

Source per claim (5)
P
The Reasonable Surfer patent abandons equal weighting: "not all of the links associated with a document are equally likely to be followed".[19]
P
Individual links are weighted by features including font size, position on the page, commerciality of the anchor text and whether the target is on the same host.[20]
B
Of 38 documented leak fields, three are link-based and all three sit on the penalty side, measuring anchor spam rather than anchor value.[21]
O
Google's spam policy turns on intent, and it covers both directions: link spam is "creating links to or from a site primarily for the purpose of manipulating search rankings".[22]
A
A Google engineer on the leak's limits: "the documents don't go into specifics of the curves and thresholds."[6]

06References

This is a Thesis — a claim put up for discussion and weighed against the evidence, not a documented system. Every claim still names its source type: [A] DOJ/sworn material, [B] leak field, [P] patent, [O] documented by Google, [C] our assessment.

© Thomas Wawra · Senior SEO Manager · wetter.com — a Funke Digital company