Onpage Optimization Tool...

From what I've seen, the biggest way people use it wrong is by just taking the top 5 or 10 results on the first page and plugging those into POP. Instead, because POP is strictly an on-page tool, you have to pick the competitors who are ranking partially or mostly because of their on-page strength. So I use this in conjunction with serpworx to really get the full effect.

What I'll do is disregard the huge sites; yelp, amazon, thumbtack, houzz, etc. Then I'll throw out any site that looks to be ranking based on off-page signals, like a huge amount of backlinks or social shares. What's left should be pages that are ranking based on strong on-page signals. I'll plug those into POP and compare my site against those.

Once you get the report, you have to know how to massage it a bit. When comparing for average wordcount, I don't try to hit it exactly. I'll usually try to get within +/- 25%, and I would never go above wordcount + 50%. I usually disregard a lot of the suggestions from "page structure" suggestions, especially if I feel it would break up the flow of the page (such as ol and ul, iframes, and video) and optimize around the "recommendations" and "alternative recommendations" tabs.
Thank you, great info...
 
Thank you all for your inputs....this has been very helpful.
 
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