Analyst Admits It: Review Scores Don't Affect Sales

If you're using pre-launch data from Amazon, that's basically pre-orders, so all of those will be fulfilled, barring a few cancellations.

It's no wonder you're within "a fair degree of accuracy" if 90+% of the "estimate" is a dead cert!