He began his career at Wolverhampton Wanderers, playing 115 total games and also having loans at Yeovil Town and Leyton Orient in 2014.

In the 2014–15 season, Price found himself out of the first team, slipping down the pecking order following the arrival of Tommy Rowe and George Saville, together with strong performances from Lee Evans and Kevin McDonald.

[21] Price made his Leyton Orient debut, playing the whole game, in a 2–2 draw against Sheffield United four days after signing for the club.

Having returned to Wolves, Price made his Championship debut as a late substitute in a 1–0 victory at Sheffield Wednesday on 13 December 2014.

[25] He quickly forced his way into the side, regularly partnering the ever-present Kevin McDonald in midfield as Wolves surged towards the end of season play-offs, ultimately just falling short on goal difference.

Ahead of the 2015–16 season, Price signed a new contract running until the summer of 2019, with the club holding the option of a further year.

[36] Despite this, he played a vital role when he set up Joe Mason to score the equaliser, in a 3–1 win over Birmingham City on 20 August 2016.

During his time at Wolverhampton Wanderers, Price became a fan favourite, due to "being remembered as a cult hero and a wholehearted and committed player who cared dearly for the club he'd been at since aged seven.

[48] Upon joining the club, Price spoke out about the move, saying: "I've been at Wolves for my entire footballing life so it's played a huge part in my career.

"[49] Price made his debut on 20 February in the first leg of the last 16 of the CONCACAF Champions League, playing the full 90 minutes of a 2–0 home loss to Toronto FC.

[51] He played 31 times in his first season as the Rapids missed the playoffs, and scored once on 14 April in 78 seconds to open a 2–0 win over Toronto at Dick's Sporting Goods Park.

[52] Price was again a regular in 2019 as Colorado again missed postseason, and on 20 April he was shown a straight red card at the end of a 4–1 loss at Chicago Fire FC for a foul on Brandt Bronico.

[53] Price led Colorado with 11 assists in 2019, including 10 off set pieces, which were the most in MLS since 2010, passing David Beckham and Graham Zusi.

[56] Price made 14 starts among 16 regular season appearances, collecting five assists, which was tied with Cole Bassett for the team lead.

[57] Price also played a full 90 minutes in Colorado's first-round playoff loss at Minnesota United FC.