Tuesday, September 1, 2026

AI-Enhanced College Sports Recruiting Reels Aren’t Fooling Scouts

Some athletes are doctoring their highlight videos using AI tools, but college coaches and recruiters are way ahead of them.

Angelina Alcantar/News Sentinel / USA TODAY NETWORK via Imagn Images

Under the Friday night lights, a high school running back makes a lightning-fast rush for a touchdown—the kind of highlight gold that whets the appetite of a big-time college scout. But when the video plays on the recruiter’s screen, something is a bit off: The player crosses two 30-yard lines on his way into the end zone. 

Athletes are increasingly using AI tools to compile the highlight reels that are essential for college recruiting across all sports. The quick rise of automated video editors has enabled hopefuls to put together more sophisticated and polished films to submit to college scouts. But some players are going further, using these AI tools to exaggerate their abilities.

The trend has especially affected football. That’s in part because of the sheer volume of athletes—college football teams look at thousands of potential recruits each year, and sign dozens of them, sometimes on film alone. 

It’s a contrast to basketball, with its smaller athlete pool. But Dyami Starks, who runs a Minnesota-based basketball-player development firm, says it’s coming for the court, too: “I haven’t seen it yet, but it’s going to happen, though I don’t know to what extent.” 

AI has only gotten more sophisticated—yet for most athletic department staffers, the technology is less of a problem and more of a nuisance. 

These recruiters and player-development experts have—so far—easily identified tells that footage is fabricated. Just like many AI-generated photos that have oddly deformed hands, it’s usually easy to spot, say, biologically impossible movements that blow an athlete’s cover.

“We’ve seen one or two isolated incidents with it,” says Brad Larrondo, executive senior AD and football GM at Washington State University. He says that coaches have noticed some “little glitches” or strange, robotic movements that tend to tip them off that the video has been manipulated. 

Larrondo adds that even if a fake video may fool some scouts, the athlete’s ruse won’t make it too far, as coaches will then look at full game film and other resources. Potential recruits simply won’t have the time or energy to manipulate hours of footage, he says, and when deciding which 100 or 150 athletes to offer scholarships to, collegiate staffs will do their due diligence and eventually uncover the fake highlights.

More than anything, reviewing AI-doctored footage is simply a time-suck. 

Starks says it’s especially a drag on smaller programs with lean staffs: Coaches and recruiters of mid- and low-major programs have their work cut out for them. He believes athletes in numerous sports, with some awareness that they probably won’t make teams at larger programs, will think they’ll have a better chance of slipping their AI-bolstered reels under the radar at schools that have less man-power. 

It’s also a massive risk for the athletes, who have a lot to lose if they’re found out. “They’ll be blackballed. It’s a small coaching fraternity, and word gets around,” says Dan Cornely, assistant director for the MBA in Sport Management program at Florida Atlantic University. “If a guy projects D-I and he does this? He’ll probably go down an entire division.”

Larrondo agrees: “It discredits the athlete who sent it in. That’s not the type of guy we’re looking to recruit.” 

And anyway, young athletes’ attempts to enhance their highlight reels “isn’t anything new,” says Cornley. “It’s been going on for years—you always see somebody manipulating something.”

Cornely is the former director of partnerships and a football scout at recruiting agency Next College Student Athlete, and says that athletes were even trying to doctor film back when their highlights were being shared on VHS tapes. “It’s like if you listen to a podcast at 1.5 speed. They could speed up the end of a tape, making it look like they’re running faster. It was basic stuff, but now, with AI, it’s more advanced.”

Some athletes will always go above and beyond to get noticed, even if that means fudging the truth. AI is just another chapter in the race to the top—one that’s ultimately more exhausting than earth-shattering.

“It’s not going to make a big splash,” Starks says. “You can’t fake putting a ball in a hoop.”

This field is for validation purposes and should be left unchanged.

Sign up for
The Memo Newsletter

Get the biggest stories and best analysis on the business of sports delivered to your inbox twice every weekday and twice on weekends.

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.
Linkedin
Whatsapp
Copy Link
Link Copied
Link Copied

What to Read

Ex-Warriors Employees Claim Retaliation, Discrimination in Suit

The Warriors called the allegations “false” and “misleading.”

Netflix Secures Commercial Distribution for Expanded NFL Slate

The streaming giant’s full NFL slate will be shown in commercial establishments.
The OG Football Show
Exclusive

Trey Wingo Reuniting With Former ESPN Colleagues for New NFL Show

The show will air on YouTube and audio platforms every Monday.
First at FOS

Massachusetts Reviewing Bill Simmons’s Proxy Betting Admission

Simmons said he had his daughter’s boyfriend place bets for him.
podcast thumbnail mobile
Front Office Sports Today

9/1/26 – LIV Golf’s Bankruptcy Bet, Messi Retires, Seahawks $9.6B Sale

0:00

Featured Today

Aug 3, 2026; Washington, D.C., USA; Alexandra Eala (PHI) kisses the championship trophy during the trophy ceremony after her match against Jessica Pegula (USA) (not pictured) in the women's singles final of the 2026 Mubadala DC Open at Rock Creek Park Tennis Center. Mandatory Credit: Geoff Burke-Imagn Images

How Alex Eala Turned the Philippines Into a Tennis Nation

A December homecoming match could break tennis’s attendance record.
August 26, 2026

Deshaun Watson Has Done the Impossible: Unite Browns Fans

Watson was named the starter after complaining boos were “personal.”
August 23, 2026

Dan Snyder ‘Invisible’ in NFL Three Years After Commanders Sale

Snyder has had little to no contact with former NFL associates.
Soccer Football - Premier League - Arsenal v Burnley - Emirates Stadium, London, Britain - May 18, 2026 Arsenal's Kai Havertz scores their first goal past Burnley's Max Weiss
August 21, 2026

Why the Premier League’s Star-Power Shortage Doesn’t Matter

The world’s richest soccer league doesn’t rely on big stars to dominate.
August 12, 2026

Trendy Golf Hat Divide Is More Than a Fashion Fight

As golf has gotten trendier, so has the sport’s style.

One Clemson Football Player’s Fight for Eligibility—and a ‘Second Chance’

Tristan Smith will suit up for the Tigers against LSU this Saturday.
Jul 17, 2026; Charlotte, NC, USA; North Carolina head coach Bill Belichick talks with the media during interviews at Hilton Charlotte Uptown.
August 29, 2026

CFB Week 0 Opens With Bill Belichick Watch

Year 2 at UNC begins with less buzz and more baggage.
Aug 29, 2026; Dublin, Co. Dublin, IRL; North Carolina Tar Heels head coach Bill Belichick stands on the sidleline against the TCU Horned Frogs in the first half at Aviva Stadium. Mandatory Credit: Laszlo Geczo-Imagn Images
August 29, 2026

UNC Overcomes Preseason Drama As Bill Belichick Earns Signature Win

UNC GM Michael Lombardi was placed on paid leave in July.
Sponsored

Kerri Walsh Jennings’s Playbook for the Future of Volleyball

The former gold medalist talks NCAA, the Olympics, & investing in volleyball.
Dec 20, 2025; Oxford, MS, USA; Mississippi Rebels tight end Dae'Quan Wright (8) runs after the catch against the Tulane Green Wave during the first half of a game at Vaught-Hemingway Stadium
August 28, 2026

The Week That Broke College Football: Everything to Know

Football has been turned upside down as NFL players try to return.
Oct 8, 2025; Memphis, Tennessee, USA; Memphis Grizzlies forward Cedric Coward (23) drives to the basket as Boston Celtics guard RJ Luis Jr. (12) defends during the fourth quarter at FedExForum
August 27, 2026

College Basketball In Crosshairs of Pro-Athlete Eligibility Chaos

The Big 12, SEC, and ACC have extended bans to include basketball.
August 26, 2026

Gov. Landry: SEC ‘Creating a Legal Mess’ Over Athlete Eligibility

“Don’t hate the player,” the Louisiana governor said. “Hate the game.”
August 26, 2026

LSU, Players Gearing Up for Potential Battle With SEC

The SEC wants to block players who went pro from returning.