How to Harness the SEO Potential of Co-Citation and Co-Occurrence

For quite a while in the search community, there has been talk of “co-citation” and “co-occurrence.” These two terms, which refer to basically the same thing, have been called the next big thing in SEO and are even believed to be the next wave of Google reform.

If co-occurrence and co-citation are such a major change in SEO, it’s important that we understand what they are, and how they could change the SEO game.

What is co-occurrence?

Co-occurrence is the presence, frequency, and proximity of similar keywords across various websites. Co-occurrence logically includes keywords that are topically relevant, but not exactly the same.

Co-occurrence isn’t exactly a new thing in SEO. The concept of latent semantic indexing is fundamentally tied to co-occurrence. It’s been around for a while.

Google Caffeine, which rolled out in August 2009, signaled a shift in index expansion and indexation ranking, which subsequently altered how and when sites were returned in the SERPs, with or without a strict set of keywords. The full implementation of Caffeine in June 2010, got webmasters excited about crawl speed. But lost in the exuberance over crawl speed was an underlying change in the way that Google could potentially associate two different websites within a new search infrastructure.

Matt Cutts explained at that time that Caffeine “allows easier annotation of the information stored with documents, and subsequently can unlock the potential of better ranking in the future with those additional signals.” Basically, Cutts was describing co-occurrence without using the term.

This algorithmic emphasis reinforced that content is king, which is why you are seeing marketers jump on the content marketing bandwagon. Suddenly webmasters found themselves ranking for keyword queries for which they barely used throughout their website.

Now that you know what co-occurrence is, let’s dive into co-citation…

What is co-citation?

Co-citation is when one website or brand is mentioned (not linked) by two different sources.

In co-citation, there is a strong content-driven connection between two sites due to their mutual mention of a single website and not because of any actual links between the sites. Some have called it link building without links.

In order for sites to be connected in a co-citation relationship, they must…

  1. Share a common mention of the same site. There does not have to be a link.
  2. Discuss a similar topic. There does not have to be shared keywords.

Co-citation, then, serves as a signal to the algorithm that the mentioned site is important. These three websites are symbiotically interrelated. Usually, in co-citation, an authoritative site or sites function in a commensalistic role to the less authoritative site(s).

Co-citation and the Interplay of Conventional Linking

Although co-citation stands upon its own merits as an SEO feature, we can’t completely discount the power of actual conventional links. Links are still a major search engine and ranking signal, and have a profound effect on the legitimacy and ranking of a site. Thus, we need to consider co-citation in light of conventional linking.

You would be hard pressed to find an example of a pure co-citation relationship, stripped of the impact of linking. As mentioned, more commonly in the contemporary SEO landscape, co-citation is seen working alongside the traditional SEO fixture of link building. In such cases, however, “traditional link building” and the transfer of authority can’t accurately predict the way that the search engine, with its co-citational algorithm component, will interpret the connection between two sites. Co-citation changes things in a way that is very difficult to identify from a metrics standpoint.

This phenomenon has been illustrated by Jayson DeMers of AudienceBloom. Notice that two sites — “Site A” and “Site B” have a connection even though they are not linked together.

no co-citation example 1

Also, two sites without links between them have a co-citation relationship based on the co-citation power from a single authoritative site (“site A”) that links to both Site B and Site C.

no co-citation example 2

Understanding how co-citation affects three or four sites is comprehensible. But understanding the interrelationship of more begins to boggle the mind. When you consider the complex co-citational interplay of dozens of websites, things get complicated.

How are co-citation and co-occurrence connected?

Most discussions of co-citation and co-occurrence bundle the two together in a single package. Few, however, take pains to disassociate the two. They are different, and here’s how.

  • Co-occurrence refers to the actual presence of content (similar terms) on different sites. Think of it as an ontology, an occurrence.
  • Co-citation refers to the way that the sites are connected to each other. Think of it as a mention, a citation. For example, a high-quality peer-reviewed journal may have dozens of citations due to its authoritative status. Those citations are mentions of that journal article.

In order to achieve co-citation, we have to have co-occurrence. In this article, I pair the two concepts together, because of the way that they serve each other. It is impossible to have a “co-citation strategy” that is separate from a “co-occurrence strategy.” They go together.

How to Implement Co-citation and Co-occurrence

When this concept first began to surface, it was fraught with predictive language.

Moz’s Rand Fishkin, one of the early birds in the co-occurrence/co-citation discussion said, “This type of SEO is something that’s not very practiced today, but it certainly should be on a lot of people’s minds for the future.” He went on to predict, “Anchor text is actually diminishing as a signal, and is being replaced by something else…That is co-citation [more precisely, co-occurrence].”

We need to decide, however, if it’s something that we should pursue as an SEO best practice. I say “yes.” The future is now.

What I’ve noticed is that “this type of SEO” that Fishkin identified, is in play. The algorithms are already primed to accommodate non-link-driven search. Now is the time to capitalize on the power of co-citation and co-occurrence. Here’s how to do it.

1. Don’t focus on anchor text.

It’s an old piece of advice, but worth repeating in this context. Anchor text is on its way out. For right now, you should stop attempting to optimize anchors.

The entire genesis of the co-occurrence/co-citation discussion centered around the replacement of anchor text. If you are interested in harnessing the power of co-citation for your SEO, then it’s time to reel in your attempts for keyword-rich anchors, and instead, determine how to spread your brand presence and gain mentions.

2. Deemphasize keywords.

We’re in an era where keywords matter less and less. You’ve probably noticed this happening in the SERPs.

For example, here’s a query for “best electric sweeper.”

best electric sweeper serp

None of the top results display my keyword in their snippets or content. The second entry — stick-vacuum-review.toptenreviews.com/ — doesn’t even include the word “electric” or “sweeper”!

Keywords aren’t the driving force in the SERPs for this particular query. Instead, it’s the power of co-occurrence and, presumably, co-citation as well.

As you work on building content, you do not need to worry over the exact long tail keywords to target. The search engines know, because they don’t index keywords alone. They track user behavior and the interplay of co-citation mentions.

3. Build your brand presence and exposure.

SEO is increasingly a PR game. The more your brand is mentioned on the web, the better you’ll perform in search. Brand mentions have a power that is similar to backlinks. When authoritative sites or other brands mention you, your brand gains increased stature in the SERPs.

But in order to get value, you have to give value. When you link your content to other high-quality brands or mention other high-quality brands, you will gain some of the kickback provided through co-citation.

You want to associate your brand with other brands in your niche. Google understands and categorizes brands according to the other brands that they mention. Thus, you can associate your brand with other brands, and potentially rank for keywords for which other brands have historically had better results.

Building your brand presence will have at least two positive effects.

  1. You will rank well for high-converting branded keywords. Most likely, your best-converting keywords are those that include your brand name. These searchers who query branded terms are likely in a buy cycle closer to the actual point of purchase, and are thus more likely to convert when they find your website. Brand presence in content across the web virtually guarantees that you’ll dominate the SERPs for your branded keywords.
  2. You will rank better for organic search terms. The second positive effect is even better. The keywords for which you really want to rank are nonbranded keywords. These are the keywords that customers will query when they are in an early stage of the buy cycle, or when they have no knowledge of your brand. As you associate with other niche brands and share mentions and topical content, then your website has an enhanced performance in the SERPs. The expansion of your brand (e.g. mentions across the web) is an expansion of your overall presence in the target keyword categories. As long as you have relevant content and a free linking presence with other niche brands, you will experience an uptick in your results for nonbranded organic search queries.

Be generous with brand association. It is okay to mention competitors, and even to do so in a positive light. Search engine marketing is becoming more about brand building, so let your PR and SEO teams mingle to see how these strategies can better overlap.

4. Use content marketing for legitimate, high-quality links.

Above, I spent some time discussion the interplay of conventional linking, because it still matter, even in a discussion of co-citation. You should continue to use content marketing as your primary link back strategy. Links matter, just not as much.

In a recent video, Matt Cuts addressed the very question burning in many SEO’s minds — “do backlinks matter?” The answer Cuts provided was, in essence, “Yes, but…”

The “but” qualification of his answer was this: “Over time, backlinks will become a little less important.” Cutts is a master of understatement, and we can safely assume that already backlinks are less important, and they will become less and less important with every algorithmic iteration. As a replacement of backlink importance, he says, the significance of authorship and human language rises.

Thus, co-citation is already in play, but should be accompanied by the power of links. At least for now.

Focus on your content, and forget about keywords.

As I explained, co-citation is built upon the foundational algorithmically-defined reality of co-occurrence. Co-occurrence insists that you stop obsessing over the head terms and the exact long tail keywords to target, and instead bask in the joy of great content, regardless of keyword presence.

Conclusion

The great thing about implementing co-citation and co-occurrence into your SEO strategy is this: It’s not much different from ordinary content marketing. Sure, there are some emphases that you should keep in mind, but generally speaking, the big idea is the same.

  • Focus on killer content.
  • Focus on your brand.
  • Don’t obsess about links, keywords, or anchors.

A final point I want to mention is that it really pays to keep up with where search has come, where search is, and where search is going. By staying current with algorithm changes and search engine evolution, you are gaining a competitive advantage. Co-citation and co-occurrence are the kind of major change that we should keep up with.

What are some other ways to implement a proactive co-citation and co-occurrence strategy?

About the Author: is the Chief Evangelist of KISSmetrics and blogs at Quick Sprout.

  1. Best SEO article in quite some time. Nice job.

  2. Excellent read. Thanks for clarifying the difference between co-citation and co-occurrence so clearly. People who focus on excellent content always seem to come out ahead!

  3. Excellent. One of the best SEO tips in 2014.

  4. Cool article, thanks for it.

    I’m wondering how much social media will start to impact SEO then if Google is moving more towards “talking about” than just linking…

  5. Citation is another things that may create ambiguity in creating brand anchor texts. I was worried about same things since long ago, but now all doubts are cleared about Co-Citation and Co-Occurrence. Thanks for such an informative article.

  6. So after all the you give the advice to focus on your brand and don’t worry about hunting down links. This is the same generic advice that has been given a 1000 times over in the last couple of year.s

    Its clear from the article that you sort of understand co-citation, but you really have no idea how to use to it or how to build a strategy around it.

  7. Abhishek Jain May 21, 2014 at 12:56 pm

    Forget about keywords??? But content is the matter of keywords and if we dont use the keywords how can we get the the targetted traffic???

  8. Seth Partridge May 21, 2014 at 3:42 pm

    Neil, this article is incredible. I believe very strongly that this is where the next wave of SEO is headed.

    You explained these concepts very simply, and I appreciate it very much.

    There are some angry people commenting here. I don’t think they get it. :)

    Keep up the amazing work!

    • Seth, glad I could help. Please let me know if you have any questions or need any help with anything at all :)

  9. Thomas Lartin May 21, 2014 at 4:25 pm

    Because I know the importance of this and getting links I recently made an investment in getting many free products in the hands of people with experience on message boards. Finding these people can be the hard part, I think it was a good investment for the future. We’ll see how it works out..

  10. I’ve considered brand mentions a worthwhile tactic for SEO, even before co-citations were a thing. Glad others are seeing the benefit and this confirms that it should be a part of any search campaign.

  11. I agree, Brand Mention will surely overpower link building in the near future! The Social Media Tools have got a great future too.

  12. I was just reading your article about Co-citation and Co-occurrence and trust me it was all worth written. I just love to read this article. You have mentioned everything really well.

  13. If keywords are less and less important becouse of co-citaton and co-ocurrance, how is this going to affect adwords campaigns?
    Great article by the way

  14. Great article, One of the best article in SEO,Thanks for posting this article.

  15. Excellent read. Thanks for clarifying the difference between co-citation and co-occurrence so clearly. People who focus on excellent content always seem to come out ahead!

36 comments

Please use your real name and a corresponding social media profile when commenting. Otherwise, your comment may be deleted.

← Previous ArticleNext Article →