I'm not so sure that
most US firearm purchases are recorded.
In many US states, direct private gun sales are perfectly legal. For instance, a Pennsylvania resident can directly sell (most) guns to another PA resident. They don't need to run background checks, keep records, or submit forms to the government. As long as the buyer doesn't know that the seller is a prohibited person (convicted/indicted felon, etc), it's kosher.
Because these sales aren't documented or reported, it's harder to count them. There are estimates, but I can't find anything that seems reliable. I did find an interesting article that discusses this issue at length, though:
* http://www.policymic.com/articles/24070/gun-control-policy-u...
Anecdotally, I know dozens of people who've collectively purchased many, many guns through private sales. Also, take a peek at Armslist.com, GunBroker.com, GunAuction.com, GunsAmerica.com, and similar sites.