If you’re using claude to build the whole thing and gather and parse the data, how on earth are you unable to get it to filter out the noise and show recommendations?
"Most recommended" can stay as it is
and then a new "Top all-time" should be a weighted sum of recommendations plus mentions with recommendations getting a higher weight (obviously) … l33t c0d1ng sk1llz for deducting negative mentions (as in "awful book", "do not recommend" etc)!