Friday, May 22, 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

Big Money on the Line on Premier League’s Final Day

Arsenal has won the title, but millions are still at stake.

Southern Schools Silent on Proposed Black Athlete Boycott

The campaign asks Black athletes, fans to boycott several southern athletic departments.

Man City’s Pep Guardiola Is Leaving: ‘Don’t Ask Me the Reasons’

The six-time Premier League winner ends his epic run one year early.
Texas State mascot

Mascot-Reveal Videos Are the Newest College Sports Tradition

Student mascot unmasking videos are going mega-viral.

Featured Today

Charlie Pliner and Nikolas Rohrmann

How 2 Brown Undergrads Became Sports Dealmakers

An experimental project turned into a permanent course and business deal network.
May 14, 2026

NFL Rivalries Are Made on the Field, Mocked in Schedule Release Videos

Every year, teams find new ways to one-up themselves (and their rivals).
Bart Swings/Falyn Fonoimoana/Avery Poppinga
May 14, 2026

OnlyFans Is Paying Pro Athletes What Their Sports Won’t

The adult-content platform is a reliable income source for niche athletes.
May 13, 2026

How Sports Graphic Designers Are Grappling With the Rise of AI Art

The release of ChatGPT 2.0 Images sparked a conversation among sports designers.
Apr 11, 2026; Las Vegas, Nevada, United States; Wisconsin Badgers defenseman Joe Palodichuk (14) and Denver Pioneers forward Kyle Chyzowski (16) battle for control of the puck during the second period in the championship game of the NCAA men's ice hockey Frozen Four at T-Mobile Arena

Hockey Unites to Demand Change to NCAA ‘5-in-5’ Proposal

The sport doesn’t want to be “collateral damage” of the new rule.
Nov 12, 2022; New Orleans, Louisiana, USA; LSU Tigers former head coach Ed Orgeron watches a game between the Tulane Green Wave and the UCF Knights from the sidelines at Yulman Stadium.
May 21, 2026

Ed Orgeron Returns to LSU After Years of Scandals

LSU fired Orgeron in 2021, two years after he won a national championship.
Dec 21, 2024; Austin, Texas, USA; A view of the CFP logo and SEC logo before the game between the Texas Longhorns and the Clemson Tigers in the CFP National Playoff First Round at Darrell K Royal-Texas Memorial Stadium. Mandatory Credit: Jerome Miron-Imagn Images
May 21, 2026

SEC Holds Cards to 24-Team College Football Playoff

CFP expansion will be a major topic at the SEC spring meetings.
Sponsored

How Microsoft and the Premier League Are Making Fans Feel Closer to the Game

The Premier League reaches fans in 189 countries. Now, with Microsoft, it is making global fandom more personal through AI.
May 20, 2026

Will Wade’s LSU Is Pushing College Basketball to the Absolute Limit

The notorious coach has assembled a team of international pros.
Dec 31, 2025; Las Vegas, NV, USA; Utah Utes quarterback Devon Dampier (4) carries the ball against Nebraska Cornhuskers defensive back Donovan Jones (37) in the second half during the SRS Distribution Las Vegas Bowl at Allegiant Stadium.
May 20, 2026

Dave Checketts: Utah ‘Sold Off Their Future’ With PE Deal

The Utah–Otro Capital was approved by the university board in December.
U.S. Senator Maria Cantwell (D-WA) shakes hands with Shanghai Mayor Gong Zheng during a U.S. congressional delegation's visit in Shanghai, China, May 5, 2026.
May 19, 2026

As SCORE Act Fails Again, a New College Sports Bill May Emerge

On Monday night, House leadership canceled the vote.
Oct 25, 2025; Cincinnati, Ohio, USA; Cincinnati Bearcats quarterback Brendan Sorsby walks off the field after defeating the Baylor Bears at Nippert Stadium. Mandatory Credit: Aaron Doster-Imagn Images
May 18, 2026

Texas Tech QB Sorsby Sues NCAA Seeking Eligibility

If deemed ineligible, Sorsby is eyeing the NFL Supplemental Draft.