Trading Google earnings: 3 stocks to buy

Google shares spiked following a strong quarterly earnings report Thursday, and CNBC "Fast Money" traders jumped on the bandwagon with investors.

"I think the stock's got real runway here. I think it can turn and go a lot higher," said trader David Seaburg.

The Internet giant's stock surged more than 10 percent in extended trading as second-quarter profit of $6.99 per share topped analysts' expectations. Though revenue fell slightly short of expectations and crucial ad metrics were mixed, markets cheered signs of expense control and strong signs for the YouTube video platform.

"I thought it was undervalued before. This is not a crazy valuation here," said trader Karen Finerman, who owns Google stock.

Read MoreGoogle shares jump as profits handily beat expectations

Google seems primed to move higher, and investors should hold it with $600 per share as a floor, said trader Guy Adami. It closed the regular session above $601 before the after-hours spike.

Trader Brian Kelly added that he saw positive signs in financial discipline and YouTube, but he would wait for a pullback to buy Google shares.

A post-earnings spike in Netflix shares, among other names, helped push the Nasdaq Composite to a record close Thursday. Looking forward in the technology sector, Kelly sees upside in Microsoft.

Read MoreOverseas growth is driving Netflix stock surge: Analyst

Adami also noted that Facebook looks to be "breaking out." The stock has gone about 16 percent higher this year.

Disclosures:

Brian Kelly

Brian Kelly is long BBRY, BTC=; ITB, TAN, TLT, TSL and euro. He is short yuan and yen. Today he bought ITB.

Karen Finerman

Karen is long BABA, BAC, C, FINL, FL, GOOG, GOOGL, JPM, KORS, M, URI, BABA puts and URI calls. She is short SPY. Her firm is long ANTM, AAPL, BAC, C, DIS, FBT, FINL, FL, GILD, GOOG, GOOGL, GPS, IBB, JPM, KORS, M, SUNE, URI, XBI, KORS call spreads, URI calls, KORS puts and SPY put spreads. Her firm is short IWM, SPY and MDY. Karen Finerman is on the board of GrafTech International.

Guy Adami

Guy Adami is long CELG, EXAS and INTC. Guy Adami's wife, Linda Snow, works at Merck.