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Hi Elissa

It looks like you have 2 plug ins each producing a canonical tag on your Wordpress site, I will have a look at the plugins you have installed and report what I find.

With a little luck we can get this issue resolved later today.

Sean

You need to point the site to one option or the other, there is no benefit one over the other, but people are used to saying www.

In addition to that SEOmoz use www, and for this sort of question I tend to use this site as a rule of thumb guide

I hope this helps

Sean

I would imagine the reason they are still showing up is a combination of the sites not being crawled often or deep enough and the delay on the  updating of the links tools.

You could try getting the sites that used to link to you but no longer do re-crawled especially the pages that used to have your links on.

I believe this should see a refreshing of the links tools in time.

I hope this helps

Sean

Hi Peter

Yes that is correct, if the page you are trying to rank is for the phrase "dog training" a keyword rich anchor text would be one that had dog training as the anchor test

Hope this helps

Sean