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All manner of startups fail for all manner of reasons. But there’s one constant: this is an incredibly difficult business. Launching a successful company isn’t just a matter of drive and finding the right people (though both, clearly, are important). Doing well in this business requires the stars to align perfectly on a billion different things.
A cursory look at this year’s batch of companies doesn’t find any story quite as spectacular as last year’s big Theranos flameout, which gave us a best-selling book, documentary, podcast series and upcoming Adam McKay/Jennifer Lawrence film. Some, like MoviePass, however, may have come close.
And for every Theranos, there are dozens of stories of hardworking founders with promising products that simply couldn’t make it to the finish line. There’s also room for debate about what is and isn’t a startup. For our purposes, we’re focusing here on independent startups, not digital initiatives from larger companies — though in at least one case, the startup was acquired by a larger company before shutting down.
So without further ado, here are some of the biggest and most fascinating startups that closed up shop in 2019.
Total raised: $182 million

In 2013, a promising young hardware startup showcased a new generation of slot cars onstage at the World Wide Developer Conference keynote. It was quite an honor for a young company. Apple was clearly impressed with how Overdrive pushed the limits of what could be done on the iPhone.
Three years later, Anki released Cozmo. The plucky little robot was the result of large investment, including the hiring of ex-Pixar and Dreamworks animators brought on board to craft a high range of emotions in the robot’s eyes. In late 2018, the company launched the similar but adult-focused Vector robot. By April 2019, Anki had shut its doors, in spite of selling 1.5 million robots and “hundreds of thousands” of Cozmo models.
Total raised: $3 million, acquired by Ford in 2017

Chariot was a shuttle startup hoping to reinvent mass transit with a fleet of vans for commuters. The routes, supposedly, were determined based on a “crowdsourced” vote.
After acquiring the service two years ago, Ford shut it down at the beginning of 2019. The company didn’t offer many details, except to say that “in today’s mobility landscape, the wants and needs of customers and cities are changing rapidly.”
Total raised: $132 million

Daqri, another high-flying, heavily funded AR headset business, shut its doors around September and completed an asset sale. The company is one of many in the sector that failed to succeed in its efforts to court enterprise customers, as well as in its efforts to compete with Magic Leap, Microsoft and others.
Daqri was, at one point, speaking with a large private equity firm about financing ahead of a potential IPO, but as the technical realities facing other AR companies came to light, the firm backed out and the deal crumbled, according to earlier TechCrunch reporting. Sadly, Daqri wasn’t the only AR business to crumble this year.
Total raised: $4.7 million

HomeShare tried to deal with the challenge of rapidly rising housing costs by matching roommates who shared apartments split into “micro-rooms.” The company said that as of March, it had about 1,000 active residents.
As part of the shutdown, HomeShare said residents would not be getting back the deposits for their partitions — but they would be able to keep the divider or sell it.
Total raised: $72.7 million

Between Anki and Jibo, you could say it was a tough year for consumer social robots. But then, there’s never been a great year for the category. Not yet, at least. Like the sad death of the original Aibo before it, Jibo’s end was punctuated by the incredibly depressing nature of watching an adorable robot friend draw its final breath. Jibo did just that in April, telling consumers, “I want to say I’ve really enjoyed our time together. Thank you very, very much for having me around.”
Jibo technically died in late-2018, but we’re making an exception due to the dramatic nature of its demise. The end came in spite of a successful crowdfunding campaign and a healthy amount of venture capital raised. In spite of it all, the startup was forced to lay off most of its staff and then, ultimately, send Jibo upstate to live on the robo-farm.
Total raised: $68.7 million, acquired by Helios and Matheson in 2017
Image: Bryce Durbin / TechCrunch
Holy hell. Where to even start with this one? When we were putting this list together, one TechCruncher remarked that he swore MoviePass shut down years ago. That’s because (not unlike some current political events), the ticket subscription service’s magnificent train wreck of a demise appeared to unfold over the course of several years, in excruciating slow motion. We wrote a lot about it. A lot, a lot.
In fact, there seemed to be a new disaster every week, as the company hemorrhaged money, limited its service, experience outages, borrowed even more money, was forced to enter a kind of zombie state and had a massive data breech. Oh, and then there was the John Gotti movie it financed that was arguably even worse. By the end of it all, MoviePass’ ultimate demise almost felt like an act of mercy.
Total raised: $125 million

One of the first startup scandals of 2019 involved a once well-known meal delivery startup, Munchery . After the business emailed its customers notifying them of its imminent shutdown, its vendors came forward with a slew of accusations. Namely, the food delivery startup took advantage of them in its final hours, knowingly allowing them to continue making deliveries it couldn’t pay for.
The company’s sudden demise sparked a debate around accountability. While the CEO and its venture capital investors stayed largely silent, its vendors cried out for an explanation and even protested outside the offices of Sherpa Capital, one of Munchery’s backers, in search of answers and payments.
Total raised: $145,000

One of the most recent additions to this list, Bay Area-based food startup Nomiku called it quits earlier this month. The company helped pioneer the consumer sous vide category, only to see the market flooded by competing devices. In multiple successful Kickstarter campaigns totaling $1.3 million, backing from Samsung Ventures and an attempted pivot into meal plans, the startup just couldn’t survive.
“The total climate for food tech is different than it used to be,” CEO Lisa Fetterman told TechCrunch. “There was a time when food tech and hardware were much more hot and viable. I think a company can survive a few hurdles, and a few challenges [ …] For me, it was the perfect storm of all these things.”
Total raised: $58 million

A pioneer in the AR glasses space, news emerged of Osterhout Design Group’s (ODG) demise in the first few weeks of January. Only a couple of years ago, the company raised a $58 million financing — less than a year later, it had burned through its funding and couldn’t pay employees. By early 2018, ODG had lost half of its workforce as it sought loans to pay back employees. By early 2019, only a skeleton crew awaited a patent sale after acquisitions from several large tech companies, including Facebook and Magic Leap, fell through.
“I hope Magic Leap is a huge success. I want everyone in AR to be a huge success,” Osterhout said in an interview with TechCrunch in 2017. “[Augmented reality] is going to be transformative.”
Total raised: $35.3 million

The startup began as a physical storage company, then tried to pivot after selling off its physical storage operations to competitor Clutter in May — it tried, unsuccessfully, to build a white-label software platform that would allow brick-and-mortar merchants to operate their own businesses for renting and selling products.
As part of the shutdown, roughly 10 Omni engineers were hired by Coinbase.
Scaled Inference (2014 – 2019)
Total raised: $17.6 million

Founded by former Googlers Olcan Sercinoglu and Dmitry Lepikhin, Scaled Inference made headlines in 2014 with a plan to build machine learning and artificial intelligence technology similar to what’s used internally by companies like Google, and making it available as a cloud service that can be used by anyone. The ambitions were grand and attracted investors like Felicis Ventures, Tencent and Khosla Ventures.
Unfortunately, the company was forced to call it quits recently. Former CEO Sercinoglu tells us the shutdown was a result of a lack of funding due to insufficient commercial traction. “We were working on various options until the last minute and retained the team as long as we could, but it did not work out. On the plus side, we were able to be transparent with the team throughout the process,” he said.
Total raised: $1.9 million

It was a rough year for MoviePass -style movie ticket subscription services in general. Sinemia seemed at first to be a more sustainable competitor, but it was plagued by subscriber complaints and even lawsuits around app issues, hidden charges and policies for shuttering accounts.
In April, the company announced that it was ending U.S. operations. To be clear, it did not say that it was shutting down entirely (much of its staff was based in Turkey), but the company’s website has since gone offline. If Sinemia survives in some form, it has disappeared from view.
Unicorn Scooters (2018 – 2019)
Total raised: $150,000

Unicorn Scooters was one of the first fatalities of the electric scooter craze of 2018, though certainly not the last. As the story goes, the business spent way too much money on Facebook and Google ads; the startup quickly shut down with no money left over to issue refunds for more than 300 of its $699 scooters that had been ordered.
The not-so-aptly named Unicorn had completed the Y Combinator startup accelerator only a few months before it called it quits, likely making it one of the fastest YC grads to shutter post-graduation. “Unfortunately, the cost of the ads were just too expensive to build a sustainable business,” Unicorn’s CEO Nick Evans wrote, according to The Verge. “And as the weather continued to get colder throughout the US and more scooters from other companies came on to the market, it became harder and harder to sell Unicorns, leading to a higher cost for ads and fewer customers.”
Total raised: $15 million
via @VrealOfficial twitter
Vreal was an ambitious game-streaming platform that aimed to let VR users explore the worlds in which live-streamers were playing. Those users could walk around streamers as avatars, or they could explore on their own as passive observers while listening to the live-streamer blast their way through zombies.
“Unfortunately, the VR market never developed as quickly as we all had hoped, and we were definitely ahead of our time,” the company said in a blog post. “As a result, Vreal is shutting down operations and our wonderful team members are moving on to other opportunities.”
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Cloud kitchens are the big thing in food delivery, with ex-Uber CEO Travis Kalanick’s new business one contender in that space, with Asia, and particularly Southeast Asia, a major focus. Despite the newcomers, a more established startup from Singapore has raised a large bowl of cash to go after regional expansion.
Founded in 2014, Grain specializes in clean food while it takes a different approach to Kalanick’s CloudKitchens or food delivery services like Deliveroo, FoodPanda or GrabFood.
It adopted a cloud kitchen model — utilizing unwanted real estate as kitchens, with delivery services for output — but used it for its own operations. So while CloudKitchens and others rent their space to F&B companies as a cheaper way to make food for their on-demand delivery customers, Grain works with its own chefs, menu and delivery team. A so-called “full stack” model, if you can stand the cliched tech phrase.
Finally, Grain is also profitable. The new round has it shooting for growth — more on that below — but the startup was profitable last year, CEO and co-founder Yi Sung Yong told TechCrunch.
Now it is reaping the rewards of a model that keeps it in control of its product, unlike others that are complicated by a chain that includes the restaurant and a delivery person.
We previously wrote about Grain when it raised a $1.7 million Series A back in 2016, and today it announced a $10 million Series B, which is led by Thailand’s Singha Ventures, the VC arm of the beer brand. A bevy of other investors took part, including Genesis Alternative Ventures, Sass Corp, K2 Global — run by serial investor Ozi Amanat who has backed Impossible Foods, Spotify and Uber among others — FoodXervices and Majuven. Existing investors Openspace Ventures, Raging Bull — from Thai Express founder Ivan Lee — and Cento Ventures participated.
The round includes venture debt, as well as equity, and it is worth noting that the family office of the owners of The Coffee Bean & Tea Leaf — Sassoon Investment Corporation — was involved.
Grain covers individual food as well as buffets in Singapore
Three years is a long gap between the two deals — Openspace and Cento have even rebranded during the intervening period — and the ride has been an eventful one. During those years, Sung said the business had come close to running out of capital before it doubled down on the fundamentals before the precarious runway capital ran out.
In fact, he said, the company — which now has more than 100 staff — was fully prepared to self-sustain.
“We didn’t think of raising a Series B,” he explained in an interview. “Instead, we focused on the business and getting profitable… we thought that we can’t depend entirely on investors.”
And, ladies and gentleman, the irony of that is that VCs very much like a business that can self-sustain — it shows a model is proven — and investing in a startup that doesn’t need capital can be attractive.
Ultimately, though, profitability is seen as sexy today — particularly in the meal space, where countless U.S. startups have shuttered, including Munchery and Sprig — but the focus meant that Grain had to shelve its expansion plans. It then went through soul-searching times in 2017 when a spoilt curry saw 20 customers get food poisoning.
Sung declined to comment directly on that incident, but he said that company today has developed the “infrastructure” to scale its business across the board, and that very much includes quality control.
Grain co-founder and CEO Yi Sung Yong [Image via LinkedIn]
Grain currently delivers “thousands” of meals per day in Singapore, its sole market, with eight-figures in sales per year, he said. Last year, growth was 200 percent, Sung continued, and now is the time to look overseas. With Singha, the Grain CEO said the company has “everything we need to launch in Bangkok.”
Thailand — which Malaysia-based rival Dahamakan picked for its first expansion — is the only new launch on the table, but Sung said that could change.
“If things move faster, we’ll expand to more cities, maybe one per year,” he said. “But we need to get our brand, our food and our service right first.”
One part of that may be securing better deals for raw ingredients and food from suppliers. Grain is expanding its “hub” kitchens — outposts placed strategically around town to serve customers faster — and growing its fleet of trucks, which are retrofitted with warmers and chillers for deliveries to customers.
Grain’s journey is proof that startups in the region will go through trials and tribulations, but being able to bolt down the fundamentals and reduce burn rate is crucial in the event that things go awry. Just look to grocery startup Honestbee, also based in Singapore, for evidence of what happens when costs are allowed to pile up.
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Several weeks after a sudden shutdown left customers and vendors in the lurch, meal-kit service Munchery has filed for bankruptcy. In the Chapter 11 filing, Munchery chief executive officer James Beriker cites increased competition, over-funding, aggressive expansion efforts and Blue Apron’s failed IPO as reasons for its demise.
Munchery owes $3 million in unfulfilled customer gift cards and another $3 million to its vendors, suppliers and various counterparties, the filing reveals. The company’s remaining debt includes $5.3 million in senior secured debt and convertible debt of approximately $23 million. Munchery says its scrounged up $5 million from a buyer of its equipment, machinery and San Francisco headquarters.
The business had raised more than $100 million in venture capital funding, reaching a valuation of $300 million in 2015 before ceasing operations on January 22 and laying off 257 employees in the process. Munchery was backed by Menlo Ventures, Sherpa Capital, e.Ventures, Cota Capital and others.
The company, which failed to notify its vendors it was going out of business, has been scrutinized for failing to pay those vendors in the wake of its shutdown. To make matters worse, emails viewed by TechCrunch show Munchery continued aggressively marketing its gift cards in emails sent to customers in December, weeks before a final email to those very same customers announced it was ceasing operations, effectively immediately.
An email advertising Munchery gift cards sent to a customer weeks before the startup went out of business.
The latest court filings shed light on Beriker’s decision-making process in those final months, touching on Munchery’s frequent pivots, the company’s 2017 layoffs, its plans to scale sales of Munchery products in Amazon Go stores and failed attempts at a sale. Beriker is the sole remaining Munchery board member. He has not responded to several requests for comment from TechCrunch.
In the third quarter of 2018, Munchery, at the recommendation of its board, hired an investment bank to find a buyer for the startup, to no avail. Beriker suggests the lack of a buyer, coupled with industry trends like larger-than-necessary venture capital rounds and inflated valuations, were cause for the startup’s failure to deliver.
“The company expanded too aggressively in its early years,” the filing states. “The access to significant amounts of capital from leading Silicon Valley venture capital firms at high valuations and low-cost debt from banks and venture debt firms, combined with the perception that the on-demand food delivery market was expanding quickly and would be dominated by one or two brands– as Uber had dominated the ridesharing market– drove the company to aggressively invest in its business ahead of having a well-established and scalable business model.”
Increased competition from well-funded competitors drove the startup off course, too, and the epic failure that was Blue Apron’s IPO, which had a “material negative impact on access to financing for startups in the online food delivery business,” was just the cherry on top, according to Beriker’s statements.
Former Munchery vendors protested today at @sherpa, one of the startup’s investors that’ve stayed silent as former employees, vendors and drivers claim to be owed thousands: “Startup idea don’t steal pies!” Photo by @ThreeBabesBake pic.twitter.com/kfaOZ9CFkq
— Kate Clark (@KateClarkTweets) January 30, 2019
Munchery’s vendors, who were not notified or paid following Munchery’s announcement, have provided outspoken criticism to the company and venture capital’s lack of accountability in the weeks following Munchery’s shutdown. Lenore Estrada of Three Babes Bakeshop, among several vendors owed thousands of dollars in unpaid invoices, orchestrated a protest outside of Munchery investor Sherpa Capital’s offices in January. She said she has spoken with Beriker and founding Munchery CEO Conrad Chu in an attempt to pick up the pieces of the failed startup puzzle.
“None of us who are owed money are going to get anything,” Estrada told TechCrunch earlier today. “But the CEO, after fucking it all up, is still getting paid.”
Beriker, indeed, is still earning a salary of $18,750 per month, one-half of his pre-bankruptcy salary, as well as a “success fee based on the net proceeds recovered from the sale of the company’s assets up to a maximum of $250,000,” the filing states.
View the full bankruptcy filing here:
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I spent the week in Malibu attending Upfront Ventures’ annual Upfront Summit, which brings together the likes of Hollywood, Silicon Valley and Washington, DC’s elite for a two-day networking session of sorts. Cameron Diaz was there for some reason, and Natalie Portman made an appearance. Stacey Abrams had a powerful Q&A session with Lisa Borders, the president and CEO of Time’s Up. Of course, Gwyneth Paltrow was there to talk up Goop, her venture-funded commerce and content engine.
“I had no idea what I was getting into but I am so fulfilled and on fire from this job,” Paltrow said onstage at the summit… “It’s a very different life than I used to have but I feel very lucky that I made this leap.” Speaking with Frederic Court, the founder of Felix Capital, Paltrow shed light on her fundraising process.
“When I set out to raise my Series A, it was very difficult,” she said. “It’s great to be Gwyneth Paltrow when you’re raising money because people take the meeting, but then you get a lot more rejections than you would if they didn’t want to take a selfie … People, understandably, were dubious about [this business]. It becomes easier when you have a thriving business and your unit economics looks good.”
In other news…
The actor stopped by the summit to promote his startup, HitRecord . I talked to him about his $6.4 million round and grand plans for the artist-collaboration platform.
Backed by GV, Sequoia, Floodgate and more, Clover Health confirmed to TechCrunch this week that it’s brought in another round of capital led by Greenoaks. The $500 million round is a vote of confidence for the business, which has experienced its fair share of well-publicized hiccups. More on that here. Plus, Clutter, the startup that provides on-demand moving and storage services, is raising at least $200 million from SoftBank, sources tell TechCrunch. The round is a big deal for the LA tech ecosystem, which, aside from Snap and Bird, has birthed few venture-backed unicorns.
Pinterest, the nine-year-old visual search engine, has hired Goldman Sachs and JPMorgan Chase as lead underwriters for an IPO that’s planned for later this year. With $700 million in 2018 revenue, the company has raised some $1.5 billion at a $12 billion valuation from Goldman Sachs Investment Partners, Valiant Capital Partners, Wellington Management, Andreessen Horowitz, Bessemer Venture Partners and more.
Kleiner Perkins went “back to the future” this week with the announcement of a $600 million fund. The firm’s 18th fund, it will invest at the seed, Series A and Series B stages. TCV, a backer of Peloton and Airbnb, closed a whopping $3 billion vehicle to invest in consumer internet, IT infrastructure and services startups. Partech has doubled its Africa VC fund to $143 million and opened a Nairobi office to complement its Dakar practice. And Sapphire Ventures has set aside $115 million for sports and entertainment bets.

The co-founder of Y Combinator will throw a sort of annual weekend getaway for nerds in picturesque Boulder, Colo. Called the YC 120, it will bring toget her 120 people for a couple of days in April to create connections. Read TechCrunch’s Connie Loizos’ interview with Altman here.
Consumer wellness business Hims has raised $100 million in an ongoing round at a $1 billion pre-money valuation. A growth-stage investor has led the round, with participation from existing investors (which include Forerunner Ventures, Founders Fund, Redpoint Ventures, SV Angel, 8VC and Maverick Capital) . Our sources declined to name the lead investor but said it was a “super big fund” that isn’t SoftBank and that hasn’t previously invested in Hims.
Five years after Andreessen Horowitz backed Oculus, it’s leading a $68 million Series A funding in Sandbox VR. TechCrunch’s Lucas Matney talked to a16z’s Andrew Chen and Floodgate’s Mike Maples about what sets Sandbox apart.
Here’s your weekly reminder to send me tips, suggestions and more to kate.clark@techcrunch.com or @KateClarkTweets.

In a new class-action lawsuit, a former Munchery facilities worker is claiming the startup owes him and 250 other employees 60 days’ wages. On top of that, another former employee says the CEO, James Beriker, was largely absent and is to blame for Munchery’s downfall. If you haven’t been keeping up on Munchery’s abrupt shutdown, here’s some good background.
Consolidation in the micromobility space has arrived — in Brazil, at least. Not long after Y Combinator-backed Grin merged its electric scooter business with Brazil-based Ride, it’s completing another merger, this time with Yellow, the bike-share startup based in Brazil that has also expressed its ambitions to get into electric scooters.
If you enjoy this newsletter, be sure to check out TechCrunch’s venture-focused podcast, Equity. In this week’s episode, available here, Crunchbase editor-in-chief Alex Wilhelm, TechCrunch’s Silicon Valley editor Connie Loizos and Jeff Clavier of Uncork Capital chat about $100 million rounds, Stripe’s mega valuation and Pinterest’s highly anticipated IPO.
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The Munchery saga continues.
In a new class-action lawsuit, former Munchery facilities worker Joshua Philips is claiming the startup owes him and 250 other employees 60 days’ wages, citing The Worker Adjustment and Retraining Notification Act, a U.S. labor law that requires employers with an excess of 100 employees to give notice 60 days ahead of mass layoffs.
Munchery, a prepared meal delivery company headquartered in San Francisco, announced in an email to customers on January 21 that it would cease operations, effectively immediately. The abrupt shutdown not only came as a surprise to Munchery’s community of customers, but shocked vendors, many whom had been expecting payments from the business for several weeks. Munchery’s own employees were left in the dark, too, according to several former workers who spoke to TechCrunch about their debt and dissatisfaction with chief executive James Beriker.
Munchery ordered mass layoffs on January 21, per the lawsuit, the same day customers were notified the company would go out of business. In total, Philips is seeking equal to the sum of his and other affected employees’ “unpaid wages, salary, commissions, bonuses, accrued holiday pay, accrued vacation pay, pension and 401(k) contributions and other ERISA benefits, for 60 days, that would have been covered and paid under the then-applicable employee benefit plans.”
Munchery is deep in a pile of debt. The startup’s former vendors, which includes San Francisco-based Dandelion Chocolate and Three Babes Bakeshop, say they’re owed tens of thousands in overdue payments. Those businesses, and several other small vendors in San Francisco and Los Angeles that notified TechCrunch following the publication of this story, are still awaiting overdue payments, with one supplier claiming to be owed north of $100,000.
As of Monday morning, Munchery had yet to file for bankruptcy.
“They entered into a 14-month payment plan with us to cover nearly $150,000 in debt, but never had the intention of fulfilling their obligation,” an LA-based Munchery vendor, who asked not to be named, told TechCrunch. “The entire meal prep business is not sustainable on a grand scale like these companies envision.”
On top of its outstanding debts to vendors and facilities workers, Munchery also failed to send final paychecks to delivery drivers. Several Instagram messages provided to TechCrunch show a cluster of drivers in the San Francisco and Sacramento area are confused by the lack of communication from the venture-funded startup and are hopeful checks will arrive.
After arguing with Munchery employees, a delivery driver in Sacramento by the name of Sharon Howard said she finally received a “janky looking handwritten check” from the business on Monday and is hopeful it will clear.
“My co-workers up here in Sacramento have not received their final checks and are just um…waiting,” Howard wrote in an Instagram message shared with TechCrunch. “I sort of have the feeling that if they don’t speak up, they’re just gonna be forgotten about … It’s just not right to work with the expectation of getting paid and then just allow Munchery to turn a blind eye.”
Munchery chief executive officer James Beriker joined the startup in 2016
Munchery had raised $125 million in venture capital funding at a peak valuation of $300 million from key investors e.Ventures, Infinity Ventures, Sherpa Capital and Menlo Ventures, as well as from Greycroft, M13, Northgate Capital and more since its founding in 2010 by Tran and Conrad Chu. Aside from a small $5 million check, all that cash was deployed under the leadership of Tran, who struggled to improve Munchery’s margins and was eventually replaced by Beriker, the former CEO of Simply Hired.
Munchery, however, struggled under Beriker, too, and ultimately shut down its Los Angeles, Seattle and New York operations and laid off 30 percent of its workforce. A former Munchery employee, who asked not to be named, said Beriker’s poor leadership is to blame for the startup’s failure.
“The CEO was very disconnected to the business,” the person said in a text message. “We would see him maybe once every other week and only for 15 minutes — if that. The kitchen staff didn’t even know who he was when he came to the facility. In my time with the company, he was rarely truthful or transparent about the current state of the business and the future direction. Not to mention his very hefty salary that compared to that of a publicly traded Fortune 500 company.”
“My heart goes out to all of the big and small businesses that Munchery’s closure has and will affect,” the person added. “I am also hopeful that the staff who had zero advance knowledge of the closure will find employment quickly.”
Beriker has not responded to multiple requests for comment from TechCrunch. We’ve reached out to Munchery’s investors for additional details surrounding the strange, sudden and silent shutdown.
Here’s a look at the full legal complaint:
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For the past few years, China has been rolling out a Black Mirror / Harry Potter-esque social rating policy known as the Social Credit System (SCS). Far from just a credit score in the financial sense, an SCS score can determine whether a person can buy business class tickets on trains (or take the train at all) or have access to flights. Apps are rumored to exist that would tell users whether they are standing near someone with a debt listed in the system, so … they can walk away I guess.
This is a massive undertaking, and researchers are finally starting to collect good data on the system’s operation, such as a MERICS report looking at the implementation of this complex system, which involves companies and all levels of the Chinese government. Westerners have also increasingly explored the generally positive reception of the system by Chinese citizens, which would seem at odds with typical desires for privacy.
Yet, one of the biggest and most obvious open questions is what exactly will get you rewarded or punished by the SCS? Now, we are finally starting to get answers.
In a new paper that will be presented this week at the ACM FAT* Conference on algorithmic transparency, a group of researchers investigated how positive and negative points were assessed by downloading a large corpus of hundreds of thousands of entries from the Beijing SCS website and analyzing it with content analysis machine learning tools.
They found that Beijing was remarkably clear about what will get you punished, but vague about what will get you positive points. For instance, the vast majority of the blacklist was made up by people who had failed to pay their debts, or who had committed a traffic violation. Meanwhile, the people on the redlist (the positive list) were there because they were, say, great volunteers, but with no criteria on how to get that status or why they were listed at all.
“It’s very difficult to pinpoint the exact degree of transparency,” of SCS said Severin Engelmann, one of the lead researchers based at the Technical University of Munich. Far from being just an experimental startup, SCS is already quite advanced. “Blacklisting and redlisting are already in place, and they clearly indicate what behavior is bad … but not what behavior is actually good,” he said.
Even more interesting, there are more companies on the blacklist and redlist than there are individuals within the Beijing corpus, indicating that while the government is certainly concerned about citizens, it’s bringing its social control mechanism onto companies perhaps more aggressively.
Jens Grossklags, another of the researchers, noted that this level of transparency — while inconsistent — was unusual in the West. “It is really fascinating from a data science perspective to see how much information is being made available not just to individuals but to the general public,” he said. He noted that public shaming has been common with the Chinese system, while Western consumers have a hard time accessing their own scores let alone the scores of others.
The study is one of the first to look at the actual implementation of SCS and reverse engineer its algorithm, and the researchers are potentially following up by investigating regional variations and further changes to the system.
TechCrunch is experimenting with new content forms. This is a rough draft of something new – provide your feedback directly to the author (Danny at danny@techcrunch.com) if you like or hate something here.
My colleague Eric Eldon and I are reaching out to startup founders and execs about their experiences with their attorneys. Our goal is to identify the leading lights of the industry and help spark discussions around best practices. If you have an attorney you thought did a fantastic job for your startup, let us know using this short Google Forms survey and also spread the word. We will share the results and more in the coming weeks.
Short summaries and analysis of important news stories
Erin Griffith has a great piece on the increasing pervasiveness of hustle culture. This is part of a long-running debate in Silicon Valley between the work-your-ass-off crowd and the productivity-peaks-at-35-hours crowd. The answer in my mind is that we should see work in phases — running at 100 MPH all the time is most definitely not sustainable, but neither frankly is working a very stable number of hours per week. The vagaries of life and work mean that we need to surge and recede our efforts as dictated, and always track our own health.
We’ve talked a lot about Nvidia over the past few months (Part 1, Part 2, Part 3). Well, the bad news train just continues. As my colleague Romain Dillet reports, Nvidia is cutting its revenue outlook, and now the stock is falling again (another 14% as I write this). It cites lowered demand particularly from China, which is experiencing a major slowdown in its economy.
The Financial Times asks an important question about the “China model” of startups: should founders heavily subsidize customers in order to buy market share and fight competitors? They point to bike sharing startup Ofo’s collapse, although I would point to the expensive rise of Luckin Coffee as perhaps the latest example. It’s a lesson that Munchery’s investors also have had to learn: at the end of the day, those unit economics better turn positive if a company is to survive.
This newsletter is written with the assistance of Arman Tabatabai from New York
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When one food delivery startup fails, another gets funded.
Chowbus, an Asian food ordering platform headquartered in Chicago, has brought in a $4 million “seed” funding led by Greycroft Partners and FJ Labs, with participation from Hyde Park Angels and Fika Ventures. The startup, aware of the challenges that plague startups in this space, says offering exclusive access to restaurants and eliminating service fees sets it apart from big-name competitors like Uber Eats, Grubhub, DoorDash and Postmates.
The Chowbus platform focuses on meals rather than restaurants. While scrolling through the mobile app, a user is connected to various independent restaurants depending on what particular dish they’re seeking. Chowbus says only a small portion of the restaurants on its platform, 15 percent, are also available on Grubhub and Uber Eats.
The app is currently available in Chicago, Boston, New York City, Philadelphia, Champaign, Ill. and Lansing, Mich. With the new investment, which brings Chowbus’ total raised to just over $5 million, the startup will launch in up to 20 additional markets. Eventually, Chowbus says it will expand into other cuisines, too, beginning with Mexican and Italian.
Chowbus was founded in 2016 by chief executive officer Linxin Wen and chief technology officer Suyu Zhang.
“When I first came to the U.S. five years ago, I found most restaurants I really liked [weren’t] on Grubhub nor other major delivery platforms and the delivery fees were quite high,” Wen told TechCrunch. “So I thought, maybe I can build a platform to support these restaurants,”
TechCrunch chatted with Wen and Zhang on Tuesday, the day after Munchery announced it was shutting down its prepared meal delivery business. Naturally, I asked the founders what made them think Chowbus can survive in an already crowded market, dominated by the likes of Uber.
“The central kitchen model doesn’t work; the cost is too high,” Zhang said, referring to Munchery’s business model, which prepared food for its meal service in-house rather than sourcing through local restaurants.
“We don’t own the kitchen or the chef, we just take advantage of the resources and help restaurants make more money,” Wen added. “The food delivery space is really huge and growing so quick.”
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Venture capitalists are still hungry for food delivery startups.
Foodsby, the provider of a lunch delivery service based out of Minneapolis, has raised a $13.5 million Series B led by Piper Jaffray Merchant Banking. Greycroft Partners, Corazon Capital and Rally Ventures also participated. With the new capital, Foodsby plans to expand to 15 to 25 new markets. The round brings Foodsby’s total raised to $21 million.
“We have established a successful model for new market entry with a tried and true combination of talent and technology,” Foodsby founder and CEO Ben Cattoor said in a statement. “We look forward to building on our early successes and learnings to deliver continued growth for our investors and our team.”
Founded in 2012, the company connects employees in office buildings in 15 cities with local restaurants. How it works: A hungry worker uses Foodsby to pre-order a meal from a restaurant in its network, Foodsby aggregates all the orders it receives, sends the orders to the restaurants and the restaurants then make all the deliveries at once, streamlining what can be a logistically complicated process.
That strategy, the company says, sets Foodsby apart from competitors. Because Foodsby only works with businesses and has restaurants make the deliveries rather than its own fleet of delivery agents, the overall costs of the operation are lower. It’s free to join the Foodsby network as both a company that wants to provide the service to its employees and as a restaurant. Deliveries cost $1.99 per person.
While continued VC support may give the company a vote of confidence, the food delivery space is crowded and competitive. Foodsby is not unlike Peach, a Seattle-based office lunch delivery service that shed one-third of its staff in March. Peach had also landed VC support, raising about $11 million from Madrona and others. Munchery, another similar meal delivery service, also looks to be in hot water, laying off 30 percent of its workforce in May and ceasing operations in Los Angeles, Seattle and New York.
Food delivery startups are hit or miss, but VCs continue to flock to investment rounds in hopes of betting on the next Uber of food delivery — though Uber itself is really the Uber of food delivery, its food delivery service is reportedly the most profitable arm of the ride-hailing giant. And Uber, much like Amazon, is not a company you want to be going head-to-head with.
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Munchery, the on-demand food delivery startup, has shut down its operations in Los Angeles, New York and Seattle, the company announced on its blog today. That means the teams from those cities are also being let go.
“We recognize the impact this will have on the members of our team in those regions,” Munchery CEO James Beriker wrote on the company blog. “Our teams in each city have built their businesses from scratch and worked tirelessly to serve our customers and their communities. I am grateful for their unwavering commitment to Munchery’s mission and success. I truly wish that the outcome would have been different.”
With LA, New York and Seattle off the table, Munchery says it’s going to focus more on its business in San Francisco, its first and largest market. This shift in operations will also enable Munchery to “achieve profitability on the near term, and build a long-term, sustainable business.”
The last couple of years for Munchery has not gone very well, between scathing reports of the company wasting an average of 16 percent of the food it makes, laying off 30 employees and burning through most of the money it raised.
During that time, Munchery tried a number of different strategies. Munchery, which began as a ready-to-heat meal delivery service, in 2015 started delivering meal recipes and ingredients for people who want to cook. Then, Munchery launched an $8.95 a month subscription plan for people who order several times a month. In late 2016, Munchery opened up a shop inside a San Francisco BART station to try to bring in new business.
But it’s not just Munchery that has struggled. The on-demand food delivery business is tough in general. Over the last couple of years, a number of companies have shuttered due to the now well-known fact that the on-demand business is tough when it comes to margins. The most recent casualty was Sprig, which shut down last May, after raising $56.7 million in funding. Other casualties include Maple, Spoonrocket and India’s Ola.
Munchery has raised more than $120 million in capital from Menlo Ventures, Sherpa Capital and others. In March, the company was reportedly seeking $15 million in funding to help keep its head above water.
I’ve reached out to Munchery and will update this story if I hear back.
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Food delivery startup Munchery is trying its hand at brick-and-mortar sales, opening a pop-up shop in San Francisco that we spotted this week. In the competitive and cluttered market for online food delivery, Munchery is distinct in that it sells chef-prepared meals that just need to be heated, or meal kits with recipes and pre-measured ingredients to its members and other customers.… Read More
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