Latent Dirichlet Allocation Optimization

With all the hoopla about latent dirichlet allocation (LDA) optimization the past few weeks I decided to run a few test using SEOmoz’s LDA Topics Tool a bit. I checked a page on one of our sites that has zero incoming links and ranks #1 for the broad phrase search term “grunge boots”.

The results – 49% 55% 53% 57% 51% 56% 54% 54% 51% 55% for an average of 53.5% relevance  between topics for the keyword and topics for the page. The page tested is a simple bookmark with >150 words of content that links to the original content  and should not rank #1 for such a competitive search phrase.

Our Take on LDA – Latent Dirichlet Allocation

So, a little over a week ago SEOmoz put out some information on something they call LDA, or Latent Dirichlet Allocation. Some SEO people seem to think this is a game changer…well it’s not. In fact, the concept is nothing new, …

LDA – Is On-Page Optimization the SEO Secret?

“Latent Dirichlet Allocation (Blei et al, 2003) is a powerful learning algorithm for automatically and jointly clustering words into “topics” and documents into mixtures of topics. It has been successfully applied to model change in …

The Relationship Between Latent Dirichlet Allocation and Google …

SEOMoz and their research on Google’s use of Latent Dirichlet Allocation (LDA), summarized for the rest of us.

Latent Dirichlet Allocation (LDA) Correlations Clarified

Furthermore, Latent Dirichlet Allocation does not conform with Google’s primary goal of serving the most relevant result to a query. LDA is an extension of the classic “bag of words” concept that ignores word order and proximity — both …

So with no inbound links to our test page and competitors apparently doing a lousy job of optimizing for our targeted phrase LDA must be at work here?

Nofollow Attribute and Internal Site Sculpting

The discussion around the nofollow attribute and internal site sculpting seems to be a common topic when talking about SEO. The most current talking point on the subject is whether or not the attribute works as it has been reported and actually nofollows.

Should I use the nofollow attribute on internal links?

Regarding “nofollow” on internal links: Does it hurt? Does it help? I read different comments from Matt on this matter over time. What’s the latest?  I know that the attribute use to work but I’m wondering if it does what it was intended to do anymore? Some of my testing suggest that nofollow actually hurts your sites indexing more than it helps.

Sitelinks in Google

I recently watched 2 really great SEO tip videos about sitelinks and thought it would be a good idea to share them with you. Both are great videos and the best part is they are very short and to the point.

The icing on your SEO cake

When a site is online for a while (about a year usually) and becomes the number one result for certain keyword or phrases that a user types in, search engines will assign sitelinks to display under your organic search engine results.

How are sitelinks generated?

When you search for something, lets say “LinkedIn,” you will notice there are some quick links on the search result such as “Jobs, About, Advanced” etc, how does that work?

Assuming my website is #1 on the search results, how can I do that?