Monday, February 9, 2026
HomeHealthcareThunderstruck By OpenEvidence’s $12B Valuation? Don’t Be. 

Thunderstruck By OpenEvidence’s $12B Valuation? Don’t Be. 

OpenEvidence has raised almost $700 million because it was based in 2021. Final month, the Miami-based firm closed a $250 million Collection funding spherical that introduced its valuation to a whopping $12 billion. 

What concerning the startup has so captivated traders?

They level to OpenEvidence’s bottom-up, doctor-first mannequin, which has prompted greater than 430,000 medical doctors to enroll in the service. The startup offers clinicians with a free AI-powered search platform that provides them solutions to medical questions — a platform they’ll entry simply by signing up instantly, with out going by means of hospital IT or prolonged enterprise gross sales processes. 

This drives quick adoption and every day engagement amongst clinicians. That scale — mixed with sturdy pharmaceutical advert monetization — seems to have satisfied traders that OpenEvidence is on the trail to turning into the default platform that medical doctors go to for medical information.

Placing medical doctors first

OpenEvidence CEO Daniel Nadler mentioned his firm is exclusive as a result of it’s constructing its product for medical doctors, not hospital CIOs.

“Docs enroll instantly, permitting us to be by their facet and assist them wherever they go — within the hospital, between shifts, on their option to work, at night time when reviewing affected person recordsdata,” he said.

Nadler defined that from its conception, OpenEvidence has been targeted on incomes clinician belief and making it clear the platform is designed to satisfy their wants.

“Docs know that we’re working with them and that we’re aligned with them — we’re lively within the communities, we’re in fixed dialog, we hearken to their suggestions and their concepts,” he remarked.

The device is gaining traction amongst all medical doctors, from new residents to esteemed physicians — with notable customers together with Dr. Robert Wachter, chair of the division of medication at UCSF, and Dr. Aneesh Singhal, vice chair of neurology at Massachusetts Normal Hospital’s stroke heart.

Nadler famous clinicians admire that OpenEvidence has content material and knowledge partnerships with peer-reviewed medical sources they already belief, together with JAMA, the American Medical Affiliation and the New England Journal of Drugs. Docs understand how the platform is sourcing its solutions.

Interesting to medical doctors has led to scientific use at scale, Nadler added, saying that on common, OpenEvidence customers ask a query at the least as soon as a day.

Final 12 months, an impartial research involving greater than a 1,000 physicians throughout 106 specialties discovered that 45% of their reported AI utilization was on OpenEvidence.

“Physicians are savvy customers. Some healthtech corporations would possibly be capable of faux exercise with e mail engagement, however you may’t faux the variety of scientific conversations physicians are having inside OpenEvidence — now over 20 million per 30 days. We had over 900K sooner or later final week,” Nadler declared.

With all due respect to Nadler and entrepreneurs meaning to make a distinction in healthcare, it might be argued that faking it’s a ceremony of passage for a lot of startups. Loads have taken the “faux it til you make it” method, and for worse offenders, faking it has landed them in jail, like Elizabeth Holmes. The founders of End result Well being are one other instance, with one sentenced to jail and one other despatched to a midway home. Each corporations had been as soon as healthcare unicorns, and the latter’s income mannequin is considerably much like that of OpenEvidence. 

Backside-up method

In an interview final month about tendencies shaping this 12 months’s digital well being funding panorama, Morgan Cheatham, accomplice and head of healthcare and life sciences at Breyer Capital, pointed to OpenEvidence’s bottom-up adoption mannequin as a key power. He mentioned that method resonates in at present’s market, the place real-world engagement issues greater than aggressive gross sales cycles. 

As a substitute of navigating sluggish, advanced procurement processes at well being methods, Cheatham thinks it’s smart for OpenEvidence to achieve customers instantly with a product they like and belief. Different corporations offering medical proof on the level of care, together with Atropos Well being and DynaMed, promote to well being methods.

The technique isn’t fully new — Doximity additionally grew rapidly by reaching medical doctors instantly and constructed one of many largest clinician networks within the U.S. However traders see OpenEvidence as distinct as a result of it’s embedded in day-to-day scientific determination making, not simply networking {and professional} communication. 

Beneath the bottom-up mannequin, the device usually will get adopted by clinicians rapidly after which later scaled throughout establishments, Cheatham famous.

One other investor — Katie Jacobs Stanton, normal accomplice at Moxxie Ventures, which has not invested in OpenEvidence — agreed.

“Whereas institutional adoption nonetheless issues, the strongest healthcare corporations are pushed by pull from clinicians and caregivers who really feel the ache firsthand. That bottoms-up demand creates belief, behavior and defensibility in a system the place consideration and workflow entry are scarce. When a product turns into embedded in how care is definitely delivered, scale follows naturally,” she defined.

Buyers are more and more searching for corporations that sort out “the toughest and most vital issues” in healthcare, together with prognosis, remedy, affected person security, referrals and claims, Stanton added. She mentioned traders have a big urge for food for know-how that may assist clinicians do their jobs higher to allow them to finally enhance affected person outcomes.

A income mannequin that delivers

It’s clear that medical doctors are turning to OpenEvidence to reply their questions, however they’re utilizing it without spending a dime, which begs the query: How does this startup earn a living? And the way does it make sufficient cash to justify a $12 billion valuation?

Adverts, in fact. 

OpenEvidence monetizes by promoting adverts on its platform to pharmaceutical corporations, defined Michael Robinson, accomplice and head of the investing crew at Craft Ventures, which participated in OpenEvidence’s Collection D final month.

“We regarded on the [total addressable market] for digital pharma advert spending. There may be roughly a $20-25 billion U.S. digital advert marketplace for pharma, and this doesn’t embrace world growth. As question quantity will increase, it drives further advert stock that may be monetized,” Robinson defined in an emailed assertion.

In accordance with its privateness coverage, OpenEvidence collects details about how clinicians use the platform, together with engagement with specific matters and machine knowledge. This knowledge can then be used to tailor adverts to every person’s specialty and pursuits.

Nadler, OpenEvidence’s CEO, identified that the way in which all AI search works is that it takes a couple of seconds to seek out and accumulate the proof that’s used to generate a solution.

“We benefit from that second to show the advert. The rationale physicians don’t really feel that is intrusive is that they must anticipate the reply in that point anyway. The advert and the reply are at all times separate — as soon as the reply is generated, the advert disappears,” he defined.

Robinson famous that OpenEvidence is “one of many quickest corporations” to hit $100 million in runrate income in lower than 12 months — sooner than different main AI gamers like Wiz, Sierra and Perplexity, and definitely the quickest amongst healthcare-focused AI corporations. 

“The potential right here is big, and they’re already working with main pharma corporations who’ve signaled a need to extend spend,” Robinson said.

The person base is just not solely rising, however they’re additionally extremely engaged and proceed to extend their complete searches per 30 days, he added. 

This helps differentiate OpenEvidence’s bottom-up doctor adoption mannequin from Doximity’s method — basically, medical doctors use OpenEvidence extra frequently, so that they’re extra more likely to be uncovered to adverts on the platform.

As for additional development potential, Robinson identified that OpenEvidence has initially been targeted on the U.S. doctor market, however inroads exist throughout different person teams like pharmacists, nurses and medical college students, along with world growth with the platform’s multilingual capabilities. 

Product growth might be one other alternative for development down the road too, Robinson famous. OpenEvidence might proceed to launch new merchandise that combine into the doctor workflow to assist with duties like documentation and care coordination.

What’s forward?

Robinson believes in OpenEvidence’s skill to keep up its aggressive edge as a result of its worth proposition is aligned with each physicians and pharmaceutical corporations. For physicians, the platform is free and straightforward to make use of, in addition to reliable. For drugmakers, the adverts may be served proper on the time of a search, when intent and engagement is excessive. 

This provides the corporate “extra exact concentrating on than different channels,” in keeping with Robinson.

In his eyes, the startup’s Collection D validates the development of mega fundraising rounds in class leaders. 

“We’re seeing extra funding {dollars} being concentrated in consensus winners. The timeline by which corporations have gotten perceived class winners is getting shorter and is driving big funding rounds in fast succession. That is true throughout each class, not simply healthcare,” he said. 

Nadler mentioned that he views time as the corporate’s foremost competitor going ahead. Nadler described his firm’s precedence as “getting this in each physician’s arms” in time for his or her sufferers to learn. 

To do this, the startup will proceed to spend money on prime quality content material partnerships with the homeowners of trusted medical info, and it’ll make the most of its rising scale for enchancment.

“Each query represents a spot in scientific information and understanding, and provides us a possibility to fill that hole. Moreover, each scientific dialog inside OpenEvidence will increase our understanding of how physicians cause by means of robust scientific questions. The profit there may be apparent — being uncovered to the scientific thought course of at our scale permits us to study from it, and in flip leverage it to enhance reasoning about any and all scientific questions,” he defined.

Docs like it, pharma funds it, and traders are taking discover — solely time will inform if OpenEvidence can keep and construct on its dominance.

Photograph: PM Pictures, Getty Pictures

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