Building a Fashion Company on the Internet? Please Stop. Just Stop. And Read This.
by melanie_io
It seems like every time I read TechCrunch, some new “Fashion 2.0″ business just got funded. Investors love these lightweight “new retail” businesses that do not carry inventory or manufacture anything. Many investors find it hard to resist a deal utilizing an old world business model (retail) with none of the old world problems (inventory risk, high working capital requirements, large start-up capital requirements, significant dependancies on partnerships). However, these old world problems, from which most investors shy away, are actually where energies should be focused. These are the areas where the big problems in apparel lie and where true disruption can occur.
In fashion, trust me, that are MANY problems that need to be solved: a highly antiquated supply chain, non-standard, un-linked computer systems, non-standard sizing that varies even within the same line, inefficient pricing methods. For christ’s sake, buyers still buy clothes based on what they look like on anorexic people! Discoverability is NOT one of those problems. Yet, it seems that every new fashion start-up is focusing on some derivative of “discovering and sharing” new products. The problem with business models of this type – the ones that do not touch the supply chain and instead make money from affiliate fees or advertising – is that it is incredibly difficult, if not impossible, to build a large, scalable business in this way within the apparel industry.
Take, for example, a traditional retailer such as Opening Ceremony. After shipping, merchant fees, packaging, and COGS, they produce an average gross margin around 40% (the industry standard) – after accounting for photography expenses (which most affiliate sites do not have), let’s say the margin is around 30%. Whereas a fashion site that generates revenue mainly from affiliate fees will collect only 3-8% of the revenue on each sale. That means that the new, lightweight fashion site must sell 4x-10x more inventory than Opening Ceremony in order to produce similar profit margins. On the hierarchy of risk, figuring out a way to sell 10x more than your competitor in order to just stay in the game is a much larger risk than the inventory management issues of a traditional retailer.
VCs and Angels who have traditionally focused on consumer Internet investments and are now dipping their toes into retail, tend to amplify this problem. They see a lightweight business model without all of the “problems” of traditional retail and they think, “this is cool, it’s getting a ton of new users, let’s just focus on getting millions of users and worry about refining the business model later.” However, in retail, the business model is not one that needs to be “figured out” or “refined.” Sell a better product, at a lower price, and with better service than your competitor. That’s it, you’re done. While the “get a million users, worry about revenue later” strategy has worked well for businesses that have created entirely new markets (i.e. Facebook, Twitter, etc.), in apparel, the market and the business model are clear: sell physical fucking products. If you are not directly dealing with the supply chain in some manner (either by making products, transporting them, or buying and selling them) then you are not in the business of fashion – and you do not have a sustainable competitive advantage.
Why so few people focus on the real problems in apparel boggles the mind. I could understand if fashion was a super-small market – but apparel sales in the U.S. reached $160 billion last year – so what gives? My guess is that the “back-end” supply chain / software / inventory management problems are just not as sexy as the “front-end” consumer-facing problems, or maybe the consumer-facing problems are just more intuitive.
To be clear, this is a trend that I am seeing, and in no way encompasses every fashion start-up. There are some notable exceptions: Bonobos, Warby Parker, One King’s Lane, to name a few. These are all very much retail businesses, with well-managed supply chains and inventory plans. And each has been able to use the web to get an enormous amount of low-cost distribution on a level at which their predecessors can only dream. However, these types of business models – you know, the ones that focus intently on creating a better product – do not make up the majority of fashion companies I see being talked about, funded, or built.
This is bad for the entire fashion ecosystem: if the majority of fashion start-ups that receive financing ultimately end up failing because of a poor understanding of the market, then what does that mean for the fashion start-ups that actually have a great product and full understanding of the market? Do they get lumped in with all of the other failed fashion deals and get passed over for funding because “we already invested in two fashion companies this year” or “we feel like it’s just too hard to make money in the apparel business” or some other bullshit investors doll out when they want to avoid an industry?
In the end, Fashion 2.0 is really not that much different than Fashion 1.0, in order to win, one must focus intently on building a better product that solves a real problem – you know, just like every other successful business in the world….
Agreed. This is why sites like Polyvore need millions of uniques a month and also sell brand sponsorships on the side in order to become profitable.
Your average online clothing retailer, if they manage a supply chain well, can generate revenue and profits much more easily.
Exactly. Dead on. And there are very few Polyvores of the world that have ever reached any level of scale. A company essentially has to win the entire market in order to sustain a competitive advantage in the affiliate / ad revenue game.
Nice post. Best of luck moving forward.
Thanks John!
Looking at this question naively (I don’t know the industry so am just playing devils advocate), are you not misunderstanding your competitors / VC’s goals perhaps?
A typical model is to “win the entire market” and then affect complete and total disruption once there, as Amazon did. Not to try and fix the back end first.
Then what is the product? From a fashion perspective it is the clothes but from a BtoC internet perspective the product is often the consumer, who can then be “sold” to producers.
Ultimately you can differentiate and be superior with the passion and quality you bring to your business, with the superior customer experience your experience can offer. Like Zappo’s.
Or I could just be completely naive.
Hi Ian,
I think you may be confusing two concepts here. You suggest that “fixing the back-end first” is not a good strategy. What I mean here is that there are a ton of enterprise and SaaS opportunities in the apparel space on which very, very few entrepreneurs are focusing. It is an area that has real problems (even the simple act of placing a wholesale order is still done with pen, paper, and a fax machine) and also one where there is very little competition. In this way, it would be very possible to “win the market” simply with a well-designed software solution.
However, when discussing consumer-facing affiliate or ad revenue platforms such as Polyvore or ShopStyle, there are literally hundreds upon hundreds of start-ups in the fashion space trying to play this game. So, first, the space is incredibly crowded. On top of this, the lifetime value of a customer using one of these platforms is 4x-10x lower than that of a traditional online retailer that buys at wholesale and sells merchandise at the standard 2.5x mark-up. Because of this, in order to survive as an affiliate platform over time, one must have enormous scale. In order to reach scale (millions of users, in this case), one must offer some sort of real competitive advantage. This is doable when building or creating an entirely new product that fills a market gap, but when taking other people’s content and arranging it in a new way? Not so much.
Many startups focus on consumer-facing products, you are absolutely right about that, and not too many in the much needed back-end solutions not only for the fashion industry but for many others… great post, thanks for sharing!
Interesting. Where would one find copies of these wholesale forms to look at?
Do they send a catalogue that you manually fill in? Nothing is online?
When a buyer / buying team goes into the showroom for their market appointment, typically a sales girl will pull out a carbon copy line sheet and note all of their picks in pencil. There are no images on the line sheet, so the buyer will typically get a look book to take as well (a wholesale lookbook: with basic pics, the price and IMU). Then, the buyer will take that back to her office and usually a junior buyer will manually enter everything into an Excel spreadsheet, or whatever archaic software they are using. Then print, sign, and fax back to the showroom. Joor Access is trying to put everything online but the execution has been poor and very few big houses have adopted it.
Joor is doing interesting work in this area.
http://jooraccess.com/
Yeah, I was really excited when they launched – they initially were purely a software solution to solve the buying problem – but unfortunately they could not figure out how to get adoption from some of the larger fashion houses and pivoted into something totally un-useful (none of my industry friends use it).
Have you ever heard of Zedonk from F2iT? We have over 300 fashion designers in 27 countries including Christopher Kane, Erdem, Altuzarra and Victoria Beckham using our online system to help them run their wholesale and production.
@Ian Wilson, I believe the word you are looking for is “effect,” meaning to bring about.
Great post. The numbers in paragraph 3 certainly paint a dim picture. Thanks for sharing Melanie.
All the best.
This is a great post. Very interesting to me because I am actually starting an apparel company – but will be “making a phyiscal fcking product” – (as Melanie points out) that focuses on solving a problem for my potential customers.
I have been working in technology for most of my career in the on-line world so this will help me market and distribute the product. Lot of experience here.
However, this reminded me of a conversation I had with a friend of mine who is has a lead generation company and asked me the following question:
I am surprised with all of your knowledge that you would want to do something in apparel. Why did you decide to go out of internet marketing?
My response:
Because I want to make a physical fuckng product. I have been in internet marketing too long.
Matt
The discussion on Hacker News http://news.ycombinator.com/item?id=3009228
hi melanie.
found your post via HN
i love your post. couldn’t agree more. i wish i could write such post without making it sound like i just slash off competition.
please do me the favour and provide me with die-hard feedback on my startup – http://www.lookk.com
we are doing this company since three years and i see each seasons new “me too’s”.
we do production and all other backend parts.
appreciate your thoughts on it
Hi Andreas,
I already commented on the HN post – but I am really excited about what you guys are doing. It speaks volumes that Carmen choose The Lookk as one of her first investments post Net-A-Porter. And I think you guys might actually have a shot at closing the 4-6 month production gap and reducing remnant inventory for emerging designers.
As anyone in the apparel business knows, you have two businesses: one full-price business and one remnant inventory business. The key to success is keeping your remnant inventory business as small as possible by closely matching production with demand, this balance can be difficult for an emerging designer with no experience, so I applaud you for trying to fix this problem and make it easier for a new designer to start a business. Good luck with everything!
Melanie, I appreciate your Post very much, thank you indeed.
One question: in your opinion, what’s the area in retail that needs “optimization” more than others ?
Bye,
Andy C.
Probably sizing. It the biggest and most complex problem in the industry right now – and VC’s have thrown probably close to a billion dollars at start-ups trying to solve this problem – but it is just really hard – so it will take time for a winner to emerge here.
Thanks for the post. This is really interesting.
One thing that seems to be missing here is the recognition that some start-ups that have focused on the front end problems have actually done really well. Gilt seems to be the elephant in the room; they actually do have a new business model, and that business model has been really successful. They don’t have inventory, but they do have a sustainable competitive advantage, in terms of their customer base and relationships with suppliers. Gilt has become THE place to shop for discounted clothes, and they solve a real problem for customers (getting clothes at a reasonable price) and for retailers (getting rid of excess inventory).
Now that Gilt has been so successful with their new business model and inventory-less operations, it’s really hard for investors to invest in a company with a traditional business model. Also, I actually do believe that discoverability is a problem; there’s an absurd volume of retail online. One of the reasons people trust stores like Shopbop is that Shopbop selects their favorite pieces of each line, and then has a bunch of features that help people winnow their selection further (e.g. their style profiles highlight the clothes that are “edgy” v “girly” v “classic”.) I would definitely agree that the pendulum has gone too far in the discoverability/content curation direction, and if I was an investor, I would be hesitant to invest there, but no startup has “won” in discoverability/curation yet, so it’s still anyone’s game.
I also agree with your point that fashion start-ups aren’t like other ones, in the “get millions of users and monetize later” approach. I actually question that method for any industry; it almost definitely assumes that every business is going to be sustained by advertising in some way. You can’t just bet on advertising all the time; advertising has become everyone’s favorite business model, regardless of whether or not it makes sense for the product.
I also agree that I don’t see anyone exciting tackling the big problems in sizing and fit. I would also love to see a startup that focuses on connecting designers in emerging markets with a global consumer base (inventory challenges and all).
Gilt most certainly has inventory. Over $100 million sitting on their books as of 12/31/10. On the outside, it may appear that Gilt is doing well as they have the most market recognition, but even their core business of women’s apparel on Gilt.com is not profitable and never has been (I think only Jetsetter is profitable). This is mainly due to their inventory issues. When they entered the market in 2007, they basically ripped off Vente Privee (the largest flash sale site in the world). But in doing so, did not realize that the remnant inventory business is not a B2C business, but a B2B business. Those that do well focus intently on providing a better service to their vendors, as Vente Privee has done. Though the real nail in the coffin for Gilt is their focus on the luxury category: luxury brands do not give consignment terms, and also tend to force you to buy an entire lot of remnant inventory or none at all (versus buying based on demand or sales). There is a lot more inventory risk in that game. This is why HauteLook has been so much more successful on a profit-basis: they deal with only the contemporary, better, or bridge categories which tend to produce much higher volumes and have a larger need for jobbers (TJ Maxx, Marshalls, and now HauteLook, Rue La La, etc.) and thus, are typically more willing to give consignment terms. It’s funny, it is exactly BECAUSE Gilt has not focused on the back-end, that they are struggling so much.
Shopbop is a typical retailer, they take inventory just like everyone else, and have a team of buyers and editors that curate and choose what they think their customers will buy. Consumers trust their eye.
To your other points: there are a bunch of companies trying to attack sizing (probably the most complex problem of all – and the one with likely the largest outcomes for the winner). Some of my favs are Fits.me, My Best Fit, and Fit Logic. Also, check out the IOU Project – they do exactly that – connect designers in developing nations with consumers around the world.
Wow can’t believe you actually knew that Vente-Privee was the originator. Did you know they came to the US? I actually work for them.
I do agree with pretty much everything you say here. Back-end systems are lacking not only in the fashion industry but overall. I used to work for another major retailer and conducted a network optimization analysis on their outbound shipping strategy and found that they could save 35% or $17M by just applying some basic changes to their back-end system.
Everyone is so keen on looking at Business Intelligence data and KPIs but, at the end of the day, if these back-end systems had decision support systems buit-in we would have a much more cost effective supply chain and industry as a whole.
Hopefully then the savings can be passed on to the consumer. I know it’s wishful thinking but one can always dream
Melanie, can you elaborate on how the supply chain is antiquated? How does it differ from other industries?
Check out my reply to Alex. That is just one example of many.
I would certainly appreciate one more example.
The transportation and accounting of samples is another big problem area. Designers lend out samples to retailers for market testing (so the retailer can better understand what their customer is buying, and adjust their order accordingly) and also to magazines for shoots. Right now it is all done by phone calls and an army of interns sent around the city fetch items. Most of the accounting for who has what is done by pen / paper or really archaic software that is non-standard. So, in reality samples are only accounted for internally, versus using a shared, industry-standard software solution, which results in millions of dollars in shrinkage for apparel manufacturers each year.
http://sparklehq.com/ I believe there is another software program out there but it’s all fairly new.
I totally agree — that’s why I built Sparkle.
Sparkle’s been running for four years now, and it’s saving a lot of fashion PR agencies and brands a lot of time, and a lot of shrinkage.
It might be useful to draw a distinction between “apparel” and “fashion”? Apparel suggests physical objects, manufacturing, supply chains. Fashion suggests constantly changing tastes, where “better product” is not so easily defined.
It’s the same thing. People inside the industry only say apparel or accessories industry – everyone else says the “fashion industry.” Further distinctions can be made by category: luxury, designer, bridge, better, contemporary, mass, etc. – but its all apparel – no matter how high or low-end it still has to be designed, developed, manufactured, shipped, and sold. The definition of “better product” is determined by the editors and buyers who have been doing this for years and can tell within 5 minutes of looking at a garment if it’s a new idea, or a reincarnation of some other’s designer’s work, how much technical skill was involved in the sewing / draping / construction process, how high-quality the fabrics are, and, of course, the corresponding price point, all of these factors combine into the definition of “better product” in apparel.
I for one have no understanding of the fashion retail market. But I do have a rudimentary understanding of the physics behind energy production, and can tell you from direct observation than most VCs investing in ‘green’ energy do so without bothering to learn the basic physics first. It’s unsurprising that they’re equally cavalier about fashion investing.
Nice post, it also applies to haute couture & luxury fashion brands. Only a few of them are actually profitable because their backend isn’t industrialized. However, their strong branding allows them to make some money with mass market products & perfume licenses.
Great post, agree with your sentiment. I think http://editd.com/ is another interesting start-up dealing with some of those back-end problems.
Fantastic post Melanie, you’ve very effectively articulated, better than we have ourselves, a core reason why we moved into the mass customized fashion space with http://www.shoesofprey.com. In addition to VCs I think many tech focused entrepreneurs avoid businesses with physical products because it’s outside their realm of expertise. As you’ve described and as we’ve learnt with Shoes of Prey, the traditional fashion industry and supply chain isn’t that complicated and there hasn’t been a great deal of innovation. While it’s been a steep learning curve for us approaching innovation in this space through our tech lens, it has been very rewarding.
Mass customization (almost) gets around the remnant inventory business because product is only made after it’s been ordered by the customer. The only reason we still have remnant inventory is sizing, a percentage of our shoes have to be remade because they were the wrong size for the customer first time.
Couldn’t agree more with your comment that sizing is one of the biggest problems that needs solving in the fashion space. Great post, thanks.
Thanks so much for your comment. I checked out Shoes of Prey, I really like the concept. However, your highest heel is only 3 inches? I would totally buy a shoe if you channeled Mr. Louboutin and had a 5 or 6 inch heel option for us crazy New York girls
Haha, thanks Melanie. We do go as high as 4.5 inches, you just need to select the platform first.
5 or 6 inches is on the to do list…
Hi Melanie
100% agree. I’m a merchandiser who recently moved to Silicon Valley and looking to get involved in an apparel start-up and most of what I’m encountering is tech need (coding, UI etc), not operations support. Makes me wonder why suddenly people forgot about product.
This discovery has been very frustrating for me personally & professionally because this is the place where the cutting edge is created, but it’s hard to find something truly cutting edge that really shakes up the retail industry. Many companies are copycats like you mentioned. Though there are a handful of original & interesting ideas out here, they are few and far between.
Andreas–I loved Lookk when it was Garmz, and excited for your growth as you continue to evolve. I wish you guys were out here!
Hi Melanie,
I agree with you on the premise that a lot of these Fashion 2.0 companies are all kind of doing the same thing, with their entire business being built around one specific feature like sharing products, creating lists, or getting feedback from photos. What’s interesting is that no matter what agnostic platform pops up (from Tumblr to Pinterest to Instagram) you find people sharing about fashion (and other related topics) with an amazing amount of activity. Clearly there’s opportunity to monetize that activity, though perhaps advertising/affiliates is the wrong way to look at the long-term viability of those businesses. Just suggesting it’s possible that the right model hasn’t cropped up yet to harness that opportunity. As a consumer, I’m not at a dearth for products that I like or want to buy or that fit my price range (I come across 100s of things I want a day) – my challenge is figuring out how I actually find those products on the market that fit all of those criteria. So if “discoverability” is not a problem, perhaps personalization is.
I’m not sure I’m completely sold on your assertion that in order to win in fashion you have to be an inventory-holding business. I come from that side of the biz from a corporate fashion retailer, and even with an incredible amount of resources it’s a complete market share game. As an entrepreneur, if you don’t have expertise in managing products and a supply chain, it’s a long, tough uphill battle. The idea of just focusing on “Sell[ing] a better product, at a lower price, and with better service than your competitor” is not actually quite as simple as you make it out to be. As a small player, you have basically 0 competitive advantages when it comes to sourcing and marketing. Not to mention fundraising, which requires an enormous amount of cap ex upfront – a huge risk for most investors when the likelihood your brand will skyrocket like a Warby Parker is slim to none.
You can almost replace the word fashion with music throughout the whole post and it rings just as true.
I think why this happens is because not many first time entrepreneurs can get really excited about a fashion infrastructure company. Music and fashion both suffer from the perception as “sexy” industries but for every Spotify and MySpace – there are 10,000 other music social networks and streaming sites that never get anywhere. First time entrepreneurs don’t see these numbers because the media doesn’t cover the failures.
Granted – I’m saying this all after trying to start a streaming music destination site and switching to an industry-facing music analytics company.
Anyway, interesting parallel that jumped out at me reading this post.
[...] entrepreneur, railed against the current slew of fashpreneur concepts in her passionate blog post, Building a Fashion Company on the Internet? Please Stop. Just Stop. And Read This. Moore too complains that there aren’t enough sites actually attempting to change the way the [...]
We are trying to solve the real problem you are referring to – struggling for funding at the moment – so WE AGREE. I will ask my partner @retailingenuity to visit
hi Melanie, great article! i am working in fashion for nearly 18 years and i have been working with a team on the launch of unitedstyles.com which aims to completely reverse the model of the fashion industry from a mass-produced, make-it-cheap-far-away and push model to a beautiful pull where people create their own fashion with an online tool (for free), preview it in 3D and once digitalized can share, buy or sell their designs with the world. we launched at Techcrunch disrupt Beijing (;- just a few days ago. My introduction and demo can be seen here http://techcrunch.com/2011/10/31/unitedstyles-lets-you-play-fashion-designer/
unitedstyles is my step in trying to fundamentally change the way fashion is created, produced and sold. i am really looking forward to hear your comments. warm regards from shanghai, China, Xander
Hi Melanie. I’m writing from Kenya, and I agree wholely with your perspective of online fashion business. I have had a first hand experience of this, I must say something-To Vie For- would you consider trying out this model in the 3rd world? I really think it would take off!
Hi Samo, Thanks for the complement. However, I am working on a new start-up now, Elizabeth & Clarke, which we will most likely take global in the future. ToVieFor had some underlying business model flaws, which I discuss in my post-mortem analysis of the business above, so I have decided to permanently move on from that project.
[..] let’s say the margin is around 30%. Whereas a fashion site that generates revenue mainly from affiliate fees will collect only 3-8% of the revenue on each sale. That means that the new, lightweight fashion site must sell 4x-10x more inventory than Opening Ceremony in order to produce similar profit margins. [...]
I am not good with the books, but don’t you mean that the new, lightweight fashion site must sell 4x-10x more inventory in order to produce similar REVENUE? A margin is a percentage and is the same no matter what revenue you calculate it from.
With the lightweight site, net income is smaller but so is revenue, so the profit margin can be just as high with less revenue and less margin on revenue. The lightweight site has, hopefully, much less overhead.
A bit of false reasoning here. I am already taking into account the lower overhead costs of the social shopping app. By comparing Gross Margin (after photography) to Revenue of the social shopping app, I have already backed-out the higher overhead of the traditional retailer to get to a number that I can compare apples-to-apples with the social shopping app. The social shopping app’s Gross Margin (after photography) is the SAME as it’s Revenue, because all of those line items are zero. Make sense?
Actaully, it does not make sense…firstly, the margin is a %. You’re confusing $, margins…and more importantly, returns. This is clearly a fashion-only site, since no one has pointed this out to you yet. The way the finance world thinks (and we wish more fashion-y types thought) is in terms of returns on the investments one makes. Sure, opening Ceremony makes $40 on each $100 of product they sell, but they also have to invest a lot of capital to get there–warehouse, product, transport, etc. Who cares if if the lightweight guys only make 25% of what Opening Ceremony makes in $, if they’re spending virtually nothing to get there. Google “return on invested capital”, it may help…you raise perfectly good points about how overcrowded the field is, how VCs are ignoring some easy areas that need fixing, etc., but your financial argument is completely flawed.
‘Virtually nothing’?? I’m sorry how much has Pinterest raised? Oh, $138 million? And how much revenue have they generated? Oh, yeah, that’s right: ZERO. Pinterest’s latest valuation was $1.5 billion at their last round. So, let’s be extraordinarily conservative, and not even add in a return on investment in this analysis. Let’s just see what it would take to justify that valuation in the public markets.
Let’s use a quick comparable, and say that Pinterest could trade at 2x – 3x revenue in the public markets (or in a sane private valuation). That equates to a revenue run rate of approximately $600 million.
They had around 12 million active users in January. Let’s say it is 20 million now. That equates to about $30 per user per year in revenue that must be generated to justify a $1.5 billion valuation. Now, assuming they get 7% of every lead generated, this means that EVERY single user will have to purchase a total of $429 of stuff at affiliated Pinterest retailers each year. Now, we know that the number is users that have made even 1 purchase is no where near 100%, it is estimated to be around 25% of users. So, now quadruple that number to $1,716 in spending per year per (purchasing) user. Even if Pinterest were to grow 10x bigger to 200 million users with zero additional funding, that is still $171 per year per user. Right now, according to the absolute highest estimates I have seen, Pinterest’s average order size is $80. That is a very, very long way from $1,700.
And we are not even taking into consideration FUND returns. Let’s assume Pinterest does end up, somehow, being a ‘big win’ for their investors. Which may happen, if other, even dumber investors pay an even crazier and unsubstantiated valuation for the business. That investment’s gains must cover all, or most, of the fund’s losses. Because when it comes time to go back to your LP’s begging for more money, total fund returns are what counts, not the returns on just your ‘wins.’
Now, let’s look at Bonobos. $40 million in funding, $20 million in revenue in 2011. Even if they never grow even $1 more, they will pay off their investor’s original investment this year, and everything else after will be return on investment. So, yeah, when looked at closely, your argument not only totally falls apart, but you have made an even clearer case as to why building a business with a product, price, and revenue model is the smart way to go.
Lastly, there is no need for the patronizing attitude or condescending tone. I used to be an investment banker and I worked in VC for 2 years in college. Also, I actually think before I type. You should try it.
Hi Melanie. Fascinating post. I agree with you that most fashion 2.0 startups are targeting problems that aren’t really important – discovery, social shopping etc.
That said, I don’t see why everyone needs to get their hands dirty in the supply chain. With http://www.framefish.com (fashion 2.0 startup in eyewear), we have at least 3 ‘real’ problems in our gamut (as they relate to eyewear) – sizing / fit, personal recommendations, and visual search (shopping for items using a photo). These are technical areas which very few traditional retailers do well.
You’ve already said that you think sizing is a big problem (presumably for eyewear as well as clothes). What’s your opinion on visual search? Assuming the technology works, do you see it ever making a real contribution and becoming mainstream?