The 21-year-old had been at Hednesford Town on loan this season, but has experience in the fifth tier with Southport and Wrexham.
Adam Lockwood's Guiseley are currently five points from safety.
"Joel's a rapidly developing talent and we've been watching him for some time. We're excited to have signed him," said football secretary Adie Towers.

Police raided 43-year-old John Nicholson's Dundee home in February following a tip-off.
Officers found drugs including more than 2.5 kg of heroin with a street value of £263,000 during the operation.
Nicholson will be sentenced on 11 May after admitting being concerned in the supply of drugs at his home in the city's Raglan Street.
Defence counsel Ronnie Renucci said Nicholson pled guilty on the basis that he had allowed his house to be used for the storage of the drugs.
Mr Renucci said: "He was not the owner of the drugs. He was doing so to pay off a debt."
The High Court in Edinburgh was told police officers also recovered £100,000 worth of amphetamine and cannabis with a potential street value of between £60,000 and £90,000.
The court heard that Nicholson had previous convictions for road traffic offences and dishonesty but had never been jailed.
Lord Kinclaven deferred sentence on Nicholson for reports and remanded him in custody.

Reports on Wednesday suggested more than one iguana was actually filmed, with scenes then stitched together.
But the BBC has said only one animal was chased by the snakes - with other iguanas only filmed for close-ups.
The scene quickly went viral when it was aired last year and later won a Bafta for must-see moment.
The iguana hatchling, filmed in the Galapagos, eventually got away - much to viewers' relief.
The Daily Mail claimed the episode was embroiled in a "fakery row" after producer Elizabeth White told the Media Production Show: "It wasn't the same iguana, no, and often we have to augment it with other clips.
"Unfortunately lizards, snakes and iguanas aren't good at 'takes'."
But the BBC defended the Sir David Attenborough-fronted programme, with a spokeswoman saying: "The BBC strongly refutes any suggestion that the award-winning iguana v snakes sequence was 'faked'.
"The final iguana chase in which one iguana escapes the snakes was - unusually for natural history filming - shot using two cameras, allowing us to follow both the individual iguana and the snakes' point of view.
"What was captured in the field was extraordinary animal behaviour which had never been witnessed or filmed before."
She added: "As is common in natural history film-making, pick-up shots were filmed separately - for example close-ups of iguana eyes - to make the story of the sequence as clear as possible for the audience.
"This is absolutely in keeping with the norms of natural history film-making - and absolutely in line with the BBC's editorial policy guidelines, and was a true representation of animal behaviour."
Other BBC nature documentaries have previously been accused of faking footage. Frozen Planet, also fronted by Sir David, showed footage of newborn polar bear cubs in a den with their mother in 2011 - but it was filmed in an animal park, rather than in the wild.
The BBC denied misleading viewers, with Sir David saying it would have spoiled the atmosphere to point out where the filming had taken place adding: "It's not a falsehood and we don't keep it secret either".
And then there was the Blue Planet footage shot in a lobster tank - but the BBC said this was done to protect the environment.
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National League's bottom side Guiseley have signed former Rochdale winger Joel Logan on an undisclosed deal.
[NEXT_CONCEPT]
A man stored £450,000 worth of heroin, cannabis and amphetamines at his house to pay off a debt, a court was told.
[NEXT_CONCEPT]
The BBC has denied claims award-winning series Planet Earth II faked a nail-biting scene showing a baby iguana being chased by racer snakes.