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Can AI Find Your Perfect Fitting Running Shoe?

This new tech startup aims to provide an expert fit, all from your phone

A shoe can make or break your run, no matter your fitness level. Ill-fitting shoes can cause blisters so bad you can’t run anymore, while some shoes just don’t serve your specific gait, compromising your performance. 

That was the case when pro marathoner Nell Rojas made headlines for breaking her coveted contract with Adidas. She cited issues with Adidas’ Adizero Adios Pro 2 for the split in 2022. 

“I know that shoe is an amazing shoe, and I know world records have been set in it and marathon winners run in it, but for whatever reason it didn’t work for me and my stride,” she told Women’s Running. “I raced in it and didn’t have good results. I was having a hard time recovering and dug myself into a huge hole, and I think a lot of it was because of the shoe change earlier this year.”

What if runners could save themselves from training in shoes that are ultimately bad for them? What if a software, powered by artificial intelligence (AI), could recommend the perfect shoe for you?

While pros are bound to a single brand, the rest of us are burdened with choice. Do you choose whatever your speediest friend is wearing? What looks the best? Do you choose one that has excellent online reviews? Or do you visit a running shoe store and rely on a random salesperson’s expertise? 

Maybe you’ve done all of the above and still felt disappointed with the performance of your footwear. For many runners, finding the right shoe is tricky and frustrating. It’s also paramount to success in the sport. 

“It’s the only equipment for running that needs to be perfect,” says Tim McConnell, who owns West Seattle Runner alongside his wife, Lori. Together, they’ve been fitting runners in shoes for more than a decade. Lori is also a certified running coach and licensed mental health counselor. They agree that wrong shoes can not only make running uncomfortable, but they can also cause serious injuries up the chain. 

So why is the perfect shoe so elusive? For one, just getting sizing correct is a complicated mess. To start, our feet change over time. As we age, feet flatten as ligaments and connective tissue loosen, causing feet to change size. Hormones during pregnancy do the same.

“Even as you get into that run, your foot swells,” says Mark Bouma, a Seattle-based physical therapist. This means your feet will be smaller in the store when you’re trying on shoes than they will be out on the pavement. 

Sizes are also not precise and vary from brand-to-brand. In women’s running shoes, for example, it is estimated that 40 percent are not true to label size according to data recorded from Volumental–a company that makes 3D foot scanners for shoe stores. 

Many running stores are equipped with 3D foot scanners that measure heel-to-toe-length, ball width, ball girth, heel width, arch height, and instep height. The scanners help store employees recommend shoe size, can generate custom insoles based on the readings, and use AI to recommend shoe models. 

While this is a quick, simple, and free service that stores provide to the community, it’s an extra step that some consumers aren’t interested in or otherwise don’t have access to if they don’t live near a retailer. Instead, consumers purchase shoes online, hope they fit, and return if they don’t. It’s a cycle that causes friction for all parties–retailers, manufacturers, and consumers. 

No one is surprised to hear that the trend of online running shoe shopping is not likely to go away. As Forbes reports, eCommerce continues to grow steadily and is expected to balloon to 24 percent of all retail sales by 2026. 

What if there were a way to buy shoes online better? According to research from Salesforce, product recommendations powered by artificial intelligence can potentially affect $194 billion in online sales. 

Artem Semjanow, founder and CEO of the running shoe app Neatsy.ai, agrees that artificial intelligence and augmented reality can ease pain points for shoppers. His app allows users to scan their foot from their phone to receive the kind of recommendations they’d get in a running store as well as physical therapy recommendations related to any pain they are having. 

As someone who suffered from debilitating foot pain, Semjanow wanted to create a tool that would help people, not just runners, get access to affordable foot care and personalized shoe recommendations. Prior to founding his tech company, Semjanow was at Prisma Labs developing AI photo-editing software.

“I decided that I got tired of improving people’s selfies,” he says. “It’s a cool job, don’t get me wrong. And people pay for self-improvement. But I wanted to make something more meaningful for the world.” 

Through his own experience and what he knew from doctors in his own family is that when you go in with a problem, doctors will always try to take a more conservative approach to addressing your problem before suggesting an invasive treatment. What if he could develop an app that went through those conservative approaches to save users time and money? 

What that looks like on Neatsy.ai is giving guidance about basic foot ailments, suggesting physical therapy treatments, and recommending the shoes that you can purchase from the app. 

The system uses augmented reality to create a 3D scan of the foot and artificial intelligence to make the recommendations and answer questions users have, similar to ChatGPT. Arguably more reliable than ChatGPT, Neatsy.ai has been trained using real medical cases in partnership with Harvard Foot and Ankle Research and Innovation Laboratory. 

“They helped us collect the anonymous set of data of different cases for people—pretty much all the 3D foot shapes, and what real doctors have thought that the problem might be and what treatment and shoes doctor recommends in that particular case,” says Semjanow. 

The team will soon publish research on the process of training AI using a mix of in-app scans and obtained medical cases. 

When a store associate is conducting a shoe fitting, they are taking a lot of qualitative data into consideration: your running goals, your history with injury. They are watching you run in the shoe to see how your gait is affected. 

“We even listen to the sounds of the runner,” says Lori McConnell. If the footfall is particularly loud or slapping, that might lead them to recommend a different shoe.

Shoe fit is an intricate puzzle when you consider the dynamic nature of the foot, says Craig Fox, D.P.M., an Illinois-based podiatrist. Then you add in the extra layer of performance goals or other tangible variables. “We know the size of your foot changes dynamically as you walk or run. What if you change socks? That may have an effect on shoe size. Even with 13 points of measurement, the challenge persists.”

It’s unlikely that any scan will understand how your foot moves under load, unless it is taken in motion, says Bouma. “If it’s just scanning your foot, you really don’t know what the other joints around the foot are doing.” 

Another complication comes in the changing landscape of shoe design itself. Jon Teipen, principal footwear product line manager at Brooks, notes that shoes are more dynamic than they once were, which changes what we know about fit. 

“You’re looking at more engineered materials that are a lot more intelligent, so they just have a little bit more give to them,” he says. In older designs, shoes would have a repeating mesh pattern with polyurethane (PU) overlays that made the upper more static and less accommodating to different feet. “[Now,] as you put your foot in there, the materials can expand out a little bit more than they used to be able to with all the extra overlays on it.”

He believes that extra level accommodation gives AI an advantage in spitting out a closer-fitting recommendation, as long as the internal measurements are right. 

“On the other side, too, is that the materials have some flexibility and stretch to them. There’s some variants of the actual shoe structure itself that the program’s probably not going to be able to decipher either,” says Teipen. Dr. Fox notes that the same issues persist with foot scanners in store that are designed to narrow in on foot size and not much more. “Just because the shoe ‘fits’ on your foot, does not mean it is the best footbed for your foot type.” 

Even running store owners agree in regard to the tech they use everyday. 

“The scan gives us credibility,” says Tim McConnell who is used to customers not believing him when he suggests they’re wearing the wrong sized running shoe. But many of his recommendations are based on his experience and not necessarily because of the technology. “A footscan might get you halfway there,” he says. 

A lot of that push back has to do with lack of education–adults not understanding that their feet can get bigger–and what industry experts call ‘vanity sizing’ –consumers holding on to a standard of femininity or masculinity attached to confining within a certain shoe size. 

Teipen also sees how a technology like AI can help runners get beyond vanity sizing issues. “Tools like this that are a little bit more objective, might be good for people to get over any mental barriers they have,” he says. 

Semjanow also recognizes the limitations of Neatsy’s use of AI in such a broad category. With so many new shoe models released each year, the app is unable at the moment to recommend the newest, perhaps most advanced shoe models, as it relies on user reviews to generate recommendations. 

“For example, HOKA introduced a new running model for summer 2024, and we just don’t have any data for that,” says Semjanow. Which means app users are more likely to be given recommendations for older models, rather than new ones. “We want to establish more partnerships with shoe brands to actually get the data for different kinds of shoes before they are launched.” 

It’s important to note that the company does receive a commission from shoes sold on the platform. But according to Semjanow, the commission is the same across the board, so there is no incentive for them to push one brand over another. 

AI may not be the perfect shoe conversion tool right now. But there are other ways AI will revolutionize the running shoe industry. 

“The future of footwear lies in reimagining the selection process, focusing not on the shoe as a whole but as a sum of its parts,” says Dr. Fox. “Analogous to selecting eyeglasses, where frames are chosen and lenses are made to specifications, the concept of prioritizing the insole before the shoe itself could revolutionize the shoe buying experience.”  

Brooks is in the early stages of utilizing AI in a generative design process. 

“It’s starting to open up where we can move faster,” says Taipen. When working on a blueprint of a shoe, for example, shifting from a 2D to 3D model, these technologies allow them to modify characteristics faster than the modifying hand drawn designs. “The hope is, as we move into the future, to be able to do actual digital testing.”

With the forthcoming Hyperion Elite 4, for example, Brooks has partnered with Arris, a manufacturing tech company focused on performance products, for the shoe’s carbon plating. 

“What they’re able to do is lay down each fiber individually, so they can add a little bit more stiffness in some spots, a little bit more flexibility in some spots. And then they can run it through their computer and test it and see what the performance and functionality would be. So they can do a lot of iterative testing before actually even building a part.” 

Teipen is encouraged that generative design in AI will only get better.Likewise, Dr. Fox is hopeful about AI and AR in shoe manufacturing and retail. 

“After three decades in podiatry, I’ve witnessed countless patients lugging shopping bags filled with shoes that didn’t quite work. Their stories often echoed the frustration of finding a temporary solution, only to return to the online marketplace in search of the elusive perfect shoe–the unicorn of footwear.”

(12/24/2023) Views: 1,680 ⚡AMP
by Outside Online
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Melissa Jefferson-Wooden Blazes To 10.62 World Lead And Ultimate Championship Glory

Melissa Jefferson-Wooden delivered a sensational performance in Budapest, storming to victory in the women’s 100m at the inaugural World Athletics Ultimate Championship in a breathtaking 10.62 seconds.

The American produced a superb display of acceleration and composure to claim the World Ultimate Championship title while recording the fastest women’s 100m time in the world this year. Her 10.62 mark underlined her exceptional form and placed her firmly at the top of the global sprinting hierarchy.

Jefferson-Wooden controlled the race through the decisive stages and maintained her form all the way to the finish to secure a statement victory against a field packed with championship pedigree. She crossed the line ahead of Olympic champion Julien Alfred, who clocked 10.74 seconds with a -0.2 m/s wind, while Sha’Carri Richardson took third in 10.76.

Women’s 100m Final

1. Melissa Jefferson-Wooden — 10.62

2. Julien Alfred — 10.74 (-0.2 m/s)

3. Sha’Carri Richardson — 10.76

The victory was especially significant given the quality of the opposition. Jefferson-Wooden held her nerve against Alfred and Richardson, two of the most accomplished sprinters of the current generation, to produce the fastest performance in the world this year when it mattered most.

Alfred once again demonstrated her consistency at the highest level by taking silver, while Richardson completed an all-star podium in a race that brought together three of the biggest names in women’s sprinting.

But beyond the time, the title and the celebration, one of the most touching moments came after the race when Jefferson-Wooden embraced her father, Melvin, in an emotional celebration.

Their moment carried a deeply personal meaning. When Melissa was just 17 years old, she donated her stem cells to help her father undergo a bone marrow transplant after he was diagnosed with myelodysplastic syndrome. Years later, the two shared an unforgettable embrace in Budapest after she had become the World Ultimate Champion.

For Jefferson-Wooden, however, the evening was about far more than a medal. It was the culmination of an extraordinary journey, now highlighted by a world-leading 10.62 seconds on one of the biggest stages in athletics.

With the Ultimate Championship title secured and her father by her side, Jefferson-Wooden leaves Budapest with more than being an ultimate champion. She leaves with momentum, confidence and a powerful statement of intent — turning a high-profile showdown into one of the defining sprint performances of her season.

(09/12/2026) Views: 63 ⚡AMP
by Erick Cheruiyot for My Best Runs.
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Audrey Werro Rules The 800m As Swiss Star Claims Ultimate Championships Crown

Audrey Werro has added another major title to her extraordinary season, storming to victory in the women’s 800m at the inaugural World Athletics Ultimate Championships in Budapest.

The Swiss star delivered a commanding performance, taking control from the opening gun and refusing to surrender the lead as she powered through an absorbing battle against two of the biggest names in the event.

Werro stopped the clock at 1:55.88 to become the Ultimate Championships 800m champion, producing another statement performance on one of the sport’s newest and most prestigious stages.

Behind her, Great Britain’s Keely Hodgkinson fought her way to second in 1:56.26, while the Netherlands’ Femke Broeders-Bol completed the podium in 1:56.74.

The result once again brought together the same formidable trio that featured on the podium at the European Championships, but Werro again proved to be the athlete who could rise above the challenge when it mattered most.

Her Budapest triumph is the latest chapter in a season that has already included records, a successful Diamond League Trophy defence and European Championship gold. Now, she can add the Ultimate Championships crown to a growing list of accomplishments.

Werro’s consistency has been particularly impressive in an 800m event packed with elite talent. Rather than simply relying on a fast finish, the Swiss athlete showed her authority by taking the initiative from the beginning and maintaining enough strength and composure to hold off Hodgkinson and Broeders-Bol all the way to the line.

The victory also underlined the remarkable depth of the women’s 800m, with three athletes separated by less than a second at the finish. Hodgkinson’s 1:56.26 and Broeders-Bol’s 1:56.74 showed just how fiercely contested the race was, but Werro’s decision to dictate the pace ultimately gave her the decisive advantage.

For Werro, this was more than another medal. It was another opportunity to demonstrate that her rise is no passing moment. On a stage featuring established champions and elite rivals, she once again produced the performance required to claim the biggest prize.

For Hodgkinson, the silver medal adds another major podium finish, while Broeders-Bol once again demonstrated her ability to compete with the very best over two laps.

But the spotlight in Budapest belonged unmistakably to Werro.

With another championship crown secured, the Swiss star has strengthened her claim as the athlete setting the standard in women’s 800m running. This is Audrey Werro’s era — and the rest of the field is chasing.

(09/12/2026) Views: 45 ⚡AMP
by Erick Cheruiyot for My Best Runs.
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Collen Kebinatshipi Does It Again! 43.39 Makes Botswana Star Fifth All-Time.

Busang Collen Kebinatshipi has delivered another sensational performance, storming to victory in the men’s 400m at the inaugural World Athletics Ultimate Championship in Budapest.

The reigning world champion stopped the clock at an astonishing 43.39 seconds, smashing his own Botswana national record and moving to fifth on the world all-time list.

Kebinatshipi produced a commanding finish to pull away from his rivals and secure the Ultimate Championship title. American star Rai Benjamin finished second in 44.15, while Jereem Richards of Trinidad and Tobago completed the podium in 44.23.

 Men’s 400m

1. Busang Collen Kebinatshipi — 43.39 NR

2. Rai Benjamin — 44.15

3. Jereem Richards — 44.23

The performance is even more remarkable considering that Kebinatshipi had already rewritten the Botswana record just one week ago in Brussels, where he ran 43.40. In Budapest, he lowered that mark by another 0.01 seconds to establish a new national record of 43.39.

That improvement has also propelled the 22-year-old into rare territory. His latest time now ranks him fifth fastest in history over 400m, placing him among an extraordinary group of athletes who have broken the 43.40 barrier.

Kebinatshipi's victory also caps an extraordinary season for the Botswana star. After establishing himself as a global champion, he has continued to demonstrate that he belongs among the very best one-lap runners in the world.

And there is a major reward for his historic night in Budapest: Kebinatshipi walks away as the Ultimate Champion and $150,000 richer.

From another national record to a place among the five fastest 400m runners ever, Kebinatshipi has turned an already remarkable season into something truly special.

Botswana has its latest sprinting superstar — and Kebinatshipi is showing that his ceiling may be even higher than anyone imagined. 

(09/12/2026) Views: 47 ⚡AMP
by Erick Cheruiyot for My Best Runs.
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Marileidy Paulino Strikes Again To Rule The One-Lap Showdown In Budapest

Marileidy Paulino once again proved why she is the undisputed queen of the one-lap event, powering to victory in the women’s 400m at the inaugural World Athletics Ultimate Championship in Budapest.

The Dominican Republic superstar produced a sensational 49.07 seconds to claim gold, pulling decisively away in the final straight and holding off a fiercely competitive field to extend her remarkable unbeaten run.

Paulino delivered her trademark combination of controlled speed and devastating finishing strength. She remained firmly in contention through the opening stages before unleashing her decisive move down the home straight, where she quickly opened a gap on her closest challengers.

Norway’s Henriette Jæger mounted a strong challenge but could not match Paulino’s finishing speed, crossing the line second in an impressive 49.28. Jamaica’s Nickisha Pryce completed the podium after clocking 49.56, ensuring that three of the world’s leading 400m talents occupied the medals.

The result once again underlined Paulino’s extraordinary consistency at the highest level. She entered Budapest as the world leader after running 48.48 in Paris in June, a performance that also set a Diamond League record. She subsequently remained unbeaten throughout her Diamond League campaign, closing the circuit with a meeting-record 48.64 in Brussels.

Budapest has also become a special venue in Paulino’s career. Three years ago, at the same National Athletics Centre, she captured her first individual world title, marking the beginning of another dominant chapter in her career. She later added Olympic gold in Paris in 2024, further establishing herself among the defining 400m athletes of her generation.

The inaugural World Athletics Ultimate Championship has brought together the sport’s biggest stars in a new winner-takes-the-spotlight format, with Olympic and world champions, Diamond League winners and leading performers competing for ultimate honours.

For Paulino, the occasion once again ended with Ultimate Crown on her arms.

With 49.07 seconds, she did more than win another major 400m title. She delivered another statement of authority, powering through the final straight with the confidence and speed that have made her one of the most dominant figures in modern women’s athletics.

Marileidy Paulino remains unbeaten, remains relentless and, once again, remains the queen of the one lap.

(09/12/2026) Views: 68 ⚡AMP
by Erick Cheruiyot for My Best Runs.
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Jakob Ingebrigtsen Withdraws From Budapest 1500m After Stunning 5000m Victory: “Fitness Cannot Be Faked”

Jakob Ingebrigtsen has made a major decision regarding the remainder of his World Athletics Ultimate Championship campaign, confirming that he will withdraw from the men’s 1500m in Budapest despite producing a sensational performance to win the 5,000m title.

The Norwegian superstar stormed to victory in the inaugural Ultimate Championship 5,000m on Friday night, clocking a season-best 12:59.24 and delivering a devastating finishing kick to defeat Olympic 5,000m champion Cole Hocker and American Parker Wolfe.

Ingebrigtsen’s final 100 metres was arguably the defining moment of the race. The Olympic champion produced a remarkable 12.60-second closing 100m, powering away from the field to secure the $150,000 winner’s prize and underline just how far his fitness has progressed since returning from Achilles surgery.

The victory was particularly significant after what has been an extremely difficult period for the 25-year-old. Earlier in the season, Ingebrigtsen faced serious uncertainty over whether he would even be able to compete at the highest level again. His return has gradually gathered momentum, and his performance in Budapest offered perhaps the clearest indication yet that the Norwegian is rediscovering his formidable racing ability.

But rather than risk pushing his recovering body further, Ingebrigtsen has now opted to step away from the 1500m.

The decision means the highly anticipated showdown with British rival Josh Kerr will not take place in Budapest after all. The two stars had been expected to renew one of the biggest rivalries in modern middle-distance running in the 1500m final.

Instead, Ingebrigtsen is looking beyond the immediate opportunity and towards the bigger picture.

“I’m thinking about 2027… Fitness cannot be faked,” the Norwegian said, signalling that protecting his long-term condition has become more important than chasing another major victory only days after his return to peak-level competition.

The decision comes just one week after an emotionally charged Diamond League Final in Brussels, where Ingebrigtsen finished fourth in the 1500m behind Australia’s Cameron Myers, Kenya’s Phanuel Kipkosgei Koech and American Ethan Strand.

After that race, Ingebrigtsen delivered a fiery assessment of his rivals and questioned the tactics surrounding the pacemaking, particularly involving Hocker. He later acknowledged that there had been “a little too much adrenaline and emotion” when microphones were placed in front of him immediately after the race.

Yet his latest decision shows that beneath the emotion and competitive intensity lies a longer-term strategy.

Ingebrigtsen has already demonstrated that he can compete at an elite level again. His 12:59.24 in Budapest was not simply a victory — it was a statement that the Norwegian remains capable of producing a world-class finish even after months of injury rehabilitation.

Now, however, he is choosing not to gamble with that progress.

For a runner who has spent much of the year fighting his way back from injury, another 1500m race could have offered enormous rewards but also carried unnecessary risk. By withdrawing, Ingebrigtsen is effectively prioritising longevity over one more opportunity for immediate glory.

His message is clear: the comeback is underway, but it will not be rushed.

The 5,000m victory has given Ingebrigtsen confidence, momentum and perhaps, most importantly, proof that his body can once again handle elite competition.

Now comes the harder part — knowing when to stop.

With 2027 already firmly in his sights, the Norwegian has chosen recovery over risk. And after everything he has endured, that could ultimately prove to be one of the most important decisions of his comeback.

Jakob Ingebrigtsen is not walking away from the sport. He is protecting his future in it.

(09/12/2026) Views: 51 ⚡AMP
by Erick Cheruiyot for My Best Runs.
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