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Hey gang, Russ Jones from Moz has been doing a ton of heavy lifting work to try to get around the new problem posed by Google AdWords recent change to merged-keyword volume data. But, we're fighting back against this obfuscation in Keyword Explorer. I'm sharing two emails (slightly edited) from Russ about what we're doing here: Introduction to the Problem: Google Adwords Keyword Planner is the primary source for keyword search volume (how often a keyword is searched monthly on Google) for much of the search marketing industry. While Google has grouped together highly-similar terms for a while (especially misspellings), in June of 2016 they dramatically increased this keyword-grouping. This means similar phrases like "keyword rank", "keyword ranking" and "keyword rankings" would all be reported as having the same, combined search volume, rather than their individual search volumes. If you were to take Google's numbers at face value, you might think there are 3,000 searches per month for these 3 terms, when in reality there is only 1,000, divided amongst the 3 terms. How we are addressing it: Moz's Keyword Explorer uses a blend of data sources, not just Keyword Planner, to build our volume metrics. This gives us a distinct advantage in that we can adjust the volume of words that deviate dramatically in one data set verses another. Take for example the phrases "keyword rank", "keyword ranking", and "keyword rankings". While Google Keyword Planner might report all of these as having 1,000 searches per month, Moz Keyword Explorer can detect that these numbers are significantly higher than what our models would predict given our other data sets. We can then adjust the volume accordingly. Moreover, given our huge keyword data set, we can also identify grouped phrases (like these 3) and divide the volume proportionally to what we see in our other data sets. Thus, we address the grouping problem from multiple directions. Here's email #2 from Russ, detailing more of how we're attacking this: I have been working pretty much non-stop on this keyword volume disambiguation problem (finding the real search volume of individual keywords when Google clumps several together). I think I have settled on a pretty good solution and am working on getting it all in. For example... Google Keyword Volume for the phrases "briefcase for women" and "briefcases for women" are both at 3600 because they have been lumped together. My disambiguation script says the singular (briefcase for women) should be 2731 and the plural should be 869. Google Trends roughly agrees with this, showing that the singular is searched more than 2x the plural: https://www.google.com/trends/explore#q=briefcase%20for%20women%2C%20briefcases%20for%20women&cmpt=q&tz=Etc%2FGMT%2B4 Basically, Keyword Explorer should already be providing some more accurate/segmented numbers than AdWords, and in the future, we'll get even better thanks to our clickstream data and our evolving models. Any questions, let us know!

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