Tbg: The average consumer cannot really do a blind comparison of speakers, because speaker sound is dependent on room position, and you can't put two speakers in one place at the same time. But I recommend you take a look at the article on Harman's listening tests that I linked to above. If you can't do your own DBTs, you can at least benefit from others'.
I think there's a danger in relying on reviewers because "I agreed with them in the past." First, many audiophiles read reviews that say, "Speaker A sounds bright." Then they listen to Speaker A, and they agree that it sounds bright. But were they influenced in their judgment by that review? We can't say for sure, but there's a good probability.
Second, supposed we do this in reverse. You listen to Speaker A, and decide it sounds bright. Then you read a review that describes it as bright. So you're in agreement, right? Not necessarily. A 1000-word review probably contains a lot of adjectives, none of which have very precise meanings. So, sure, you can find points of agreement in almost anything, but that doesn't mean your overall impressions are at all in accord with the reviewer's.
Finally, if you're interested in speakers, I highly recommend picking up the latest issue of The Sensible Sound, which includes a brilliant article by David Rich about the state of speaker technology and design. It's a lot more of a science than you think. The article is not available online, but if your newsstand doesn't have it (it's Issue #106) you can order it online at www.sensiblesound.com. Believe me, it is worth it.