Jan 07

getting to plan BI just finished the book Getting to Plan B. This is hands-down the best book for a startup I’ve read in the past year. It’s got just the right balance of theory anchored by real-world examples to make the lessons stick. It’s like basic anatomy for business and it shows you how to think about the all the organ systems involved, how they function together and how tweaking one ripples effects to the others. I’ll a do a brief review/summary here for anyone who is thinking of reading it, and if you’re in a startup this should be the next thing you read.

Synopsis

The core tenet of the book is that business planning is a misnomer, it’s more accurately business guessing. And companies almost never pick their destiny right on the first guess. The art of building a startup is the iterative process of zeroing in on the right formula over time. It’s all about making and testing hypotheses with empirical data rather than drafting a massive plan up front and clinging to that. If you’re familiar with software development methodologies this is the age-old “waterfall vs. agile” distinction. And this book is essentially the Agile Manifesto of business formulation that provides a creed as well as a framework for how to think about your business and conduct this iterative development.

The book is divided into two sections: the verbs and the nouns. The verbs are the processes you’ll use to hone your plan with each iteration. The nouns are the five models or “organ systems” to consider as you look at your business. First let’s look at the verbs:

The Verbs: Processes for refining the business

The ultimate goal is to zero in on the best formula for doing things that lead to the best outcome as quickly as possible. I’ll use Netflix (before it existed) as an example to demonstrate each concept.

  • Find Analogues: These are the parallels you can look to in order to answer questions without doing anything other than research. The idea here is to not reinvent something that’s already been proven. Find relevant design patterns from existing businesses either in your space or better yet, in a completely different industry (because competitors likely will have already considered your adjacent players). Glean what you can from what these guys have already proven and treat it as free brickwork in building your foundation. In the Netflix scenario this might have been looking to businesses like Columbia House or BMG for proving that people were willing to purchase media mail order via subscription service.
  • Find Antilogues: These are the anti-patterns to study- either the failures that have come before you or the businesses that are out there succeeding marginally but doing something wrong. Study their shortcomings and resolve to consciously do things differently. Again, this is freebie insight you get from analyzing the efforts of others – these bricks cost you nothing and allow you to work from the base of experience others have proven out rather than starting from dirt. In the Netflix scenario Blockbuster could be an analogue for its physical stores, per rental fee & late fees aspects. Another one might be Divx for how it attempted to rent DVD’s and then expire them using DRM technology. Basically anything that’s been tried and either failed or shows status quo thinking and can help you decide what not to do.
  • Identify your Leaps of faith: These are the important questions left over once you’ve applied the relevant analogues and antilogues- basically the stuff that keeps you up at night wondering if it will work. Presumably you’re going to be breaking new ground- these are the do-or-die questions that will determine the viability of your proposed business. The success of your plan hinges on proving or refuting these questions as soon as you can. In the Netflix scenario some key leaps of faith: A) would people ever embrace the mailed DVD approach or would they need the spontaneity of in-store rentals? B) Would the turnaround times be sufficiently quick to provide enough liquidity and selection in the catalogue? C) Would loss or damage from postal mail as the transfer medium add costs making the service unfeasible under rates the customer would accept?
  • Test them via Dashboards: These are the collections of metrics you monitor to prove or disprove your leaps of faith. For each leap of faith you determine the specific metrics necessary to test the validity of your hypothesis. For the Netflix LOF’s above some dashboards would have been: A) adoption as measured by signup rate, random surveys to determine % of movie watchers who used Netflix vs. traditional rentals over time B) avg time users held a movie, satisfaction ratings on selection quality, avg time movie was in transit C) user complaints related to loss or damage, inspection reports upon receiving returned movies.

The Nouns: The five models to consider

If you distill it all down, there’s five aspects of your business you need to refine. They’re all interrelated and tweaks to one will impact how the others function. None of this is rocket surgery when you examine them in isolation but it gets interesting when you see how changing one can allow you to play with the others for strategic advantage.

  • Revenue Model: Who/what/when/where/why/how will people buy your stuff? How often? At what price? On what terms? Can you think of more meaningful ways to sell the same products under different assemblies that will increase the perceived value and allow you to charge more?
  • Gross Margin Model: All about cost of goods vs. revenue – how low can you drive your COGS and how high can you kite your prices? What are the knobs you can twist on how you spend on packaging, manufacturing, delivery and sales to help your gross margin approach 100%? How can you hedge in scenarios of uncertainty using multiple product lines with mixes of different gross margin models?
  • Operating Model: How can you slim down your overhead? Is it possible to transition fixed operating costs to variable in the short term so you have the benefit of that cash early and optimize for profit later? What assumptions can you challenge and what can you cut out of your offering that is non-essential and can make you a lean athlete and give you a competitive advantage in your operating model?
  • Working Capital Model: Available cash as determined by Assets minus Liabilities. We all try to pay our bills at the last possible minute and collect our receivables as soon as possible but what are the real implications? How can being ruthless in optimizing this equation allow you to minimize investment required or make life difficult for a competitor? Can thin margins allow you to pass savings onto customers, create volume and allow you to negotiate better payment terms with suppliers giving you more cash on hand?
  • Investment Model: the cash and other resources needed to get things started, get to break even and to then grow. How can you stage rounds of investment to increasingly remove uncertainty and therefore raise the capital you need on better terms? What can be bartered, eliminated, deferred or substituted to reduce the needed cash investment up front? What culture can you instill early on by taking a spartan approach? How much of the pie can you keep in the early stages so you can splurge on giving your employees more options and retain more control in later stages?

Takeaways

Isolate the leaps of faith and develop the metrics that test each independently: We’ve been intuitively testing hypotheses and adapting our business at JumpBox based on feedback since day one. What Plan B helped me fully absorb is the benefit of unraveling knotted hypotheses that involve multiple leaps of faith and thinking about each individually. Think of some unknown in your proposed business plan with a seemingly-straightforward question like “will people buy durian-flavored lemonade?” and I bet you can decompose it to constituent questions of “will people buy lemonade that’s a) purple b) tastes like durian c) branded with a durian fruit image on the cup? This is a simplistic/silly example but the point is the more you can tease apart the variables the better you uncover the true drivers.

Think about how you can unlock more cash: The gross margin, revenue and operating models all affect your working capital model which then dictates what you need to do investment-wise. The more ways you can find to free up cash (whether by improving your gross margin, reducing operating costs, getting your customers to pay you in advance, extending terms on accounts payable, etc) the less money you have to raise and the less equity you have to give up. This of course should be common sense but the examples in the book of Costco, Go and Skype hammered these lessons home and showed how you can not only grow your own business but actually suck the oxygen out of the room for others and create impossible living conditions for your competitors.

The importance of the dashboard: We already monitor key metrics in our company but Plan B hounded importance of aggregating these figures in one place and snapshotting them over time so you can see unequivocal evidence (and substantiate it to others if necessary). Traditional business intelligence systems are too heavy for most early-stage startups. But free online tools like yahoo pipes & dapper feeding a google spreadsheet can give you much of what you need. Of course if you’re slightly more technical there’s ETL and data presentation JumpBoxes that can give you even more control over your dashboard ;-)

Sources for inspiration of analogues and antilogues I read magazines like Wired, Fast Company and Inc and I find the stories of the companies interesting but Plan B gave me a new way to think about the companies covered in these articles. It’s impossible not to start envisioning what their underlying working capital model must look like and start thinking of them as an analogue or antilogue. I love books that peel back the translucent film on life and allow you to look at something in a completely new light and see it more clearly – this book absolutely does that. It makes reading these magazines take on a new “treasure hunt” aspect and gives leisure reading a very real prospect of producing insights that can be put to work. Awesome, just awesome.

Critique

The only major deficiency I see with this book is that it hovers at a strategic level and never dives under the water to give truly tactical advice on how to do the dashboards. The dashboard is arguably the pivotal piece in all this because it’s how you determine if you’re right. The book has a section towards the end that helps you with “what do I do next?” but it never presents example dashboards to demonstrate how they work in practice. I would LOVE to see a paperback workbook complement to this novel. Even better, I’d like to see Komisar & Mullins team up with someone like MindTouch and include a CD complete with a functional piece of example software that shows a real dashboard referencing live data in spreadsheets, a site, a database, a CRM system, etc.

On a tangent, this is precisely the type of thing we want to enable by allowing an author to bundle working, data-filled JumpBoxes on CD with a workbook. I can easily envision including JumpBoxes for MindTouch Core, Snaplogic, SugarCRM and MySQL and then having them pre-filled with actual data and referencing Google Spreadsheets, a live web site and Excel files to show how an actual dashboard works in practice. Rather than talking abstractly about measuring nebulous things like support efficiency and sales conversion, it would be great to be able to see exactly how this works. Those physical examples would bridge the last mile here – the piece that’s missing which allows you to close the book and open up your laptop and apply dashboarding to your own situation. If the authors happen to read this, let’s talk- I’ll help you write this workbook and give you full working examples that anyone can use in minutes to play with a live dashboard in action.

Conclusion

A good book gives you theory backed by concrete, practical examples that demonstrate the concepts and emblazon them in the memory for later recall. A great book gives you this material but in a way where you can’t help but look around and start seeing the world differently. I found myself constantly thinking about other businesses and our own through the lens of these nouns and verbs. The biggest benefits to me have been to help disentangle my thinking where there are multiple leaps of faith wrapped upon one another. It’s also helped me clarify how the interplay of the various models and how deeply attaining the holy grail scenarios of negative working capital and 100% gross margin can liberate and propel a business.

Of all the books I’ve read on business and entrepreneurship, if I had to recommend just one it would be a tossup between this one and Innovator’s Solution. My head is spinning with thoughts and I feel like I’ve only retained maybe 30% of the material so I’m inclined to turn to page one and read it again. I’d say towards Eric Ries’s challenge of developing a working theory of entrepreneurship, Plan B comes about as close to a bible as any I’ve found so far. Buy it.

Nov 17

So $3MM worth of iPhones were just stolen from a Belgian warehouse. The burglars apparently dropped in through a hole in the roof that was cut directly above where the goods were stored. They succeeded in getting away with the merchandise but given the precision of the location of the hole, it almost certainly narrows the list of possible suspects to those who had inside info on where the phones were stored. What should the robbers have done differently?

Answer: Cut holes in other places of the roof and tamper with windows and doors in surrounding areas to seed misleading evidence indicating that they were outsiders who cased the warehouse before discovering the iPhones.

Granted, they may have been pressed for time in their escape but by failing to apply disinformation they’ve decreased the pool of suspects and therefore increased the likelihood that they’ll be caught. So what relevance does this have to business?

The business case for disinformation

magicianHatIf you’re in a highly competitive space and you know you have competitors monitoring your activities, you’re likely making maneuvers that inadvertently telegraph your intentions. Public activities like domain registrations, trademark applications, patent filings and job postings can be spliced together to produce a picture of what you’re up to. The obvious recommendation is to conceal what can be concealed. But for those things which simply can’t be concealed due to their nature you can at least apply some creative slight of hand to obscure things.

Apple supposedly used a tactic dubbed the “canary trap” back in ‘07 in which they selectively leaked false information via various channels to discover the internal mole that was the source for one of those Mac rumor blogs. There are digital rights management systems that use synonym substitution to create unique, slightly-altered versions of content. When false rumors are leaked via these documents they can be traced back to the source. Companies that have a crucial patent filing will often bury it in a haystack of red herring filings to obscure the move. And of course who can forget the famous heist sequence from Thomas Crown Affair in which individuals wearing identical outfits criss-crossed throughout the New York museum overwhelming authorities with suspects and eluding capture.

One of my favorite examples of disinformation was from Neal Stephenson’s book “Cryptonomicon.” The book covers – among other things – the story of how the German Enigma Code was cracked in WWI. Once the Allies had the ability to decipher Axis transmissions, a good deal of energy was expended responding to the intercepts in a way that concealed the fact they had actually cracked the code. They would have to stage a plausible scenario in which a Allied ship or plane would “stumble upon” a German U-boat that was discovered via a transmission. There was also a ploy in which they planted false information on the body of a deceased Allied officer and strategically placed it so that it washed up on the shore of the enemy to be discovered and assumed legitimate.

Other war time examples of disinformation are the numerous deceptions of the British officer Jasper Maskelyne. He made jeeps look like tanks, created the illusion of a battleship on the Thames and cloaked the entire city of Alexandria, Egypt from German bombers by building a small scale replica nearby, cutting the power to the real city at night and illuminating the replica. He would then dig fake craters and paint fake building damage in the night and to give German reconnaissance false assurance their attacks had succeeded.

The point of all this is that we are often so focused on improving the clarity of our message for potential customers that we neglect to take simple steps to obscure our movements from competitors.

What are some more examples of well-executed disinformation campaigns?

Aug 07

Here’s an idea for a service I would use if it existed. First let me give the backstory.

I’m about 1/3rd of the way through a book on improving conversions through landing page optimization. So far it’s been focused on demonstrating the importance of this practice by showing how minor improvements in conversion can have multiplier effects on profits. While I understand the strategy of firmly embedding the “why” in readers first this isn’t what I’m seeking from the book.

Skimming ahead through the remaining chapters I’ve noticed it’s almost entirely text with no pictures of landing pages. On a subject that is so visually-oriented as this I want to see:

  • screenshots of landing pages
  • real data from A/B and multivariate testing
  • hypotheses on what changes are expected improve conversion and why
  • more pics showing the evolution of these pages
  • analysis of resultant data confirming or disproving the hypotheses

Basically I don’t want theory, I want empirical data from experience and it appears I’m out of luck for getting that in this book.

This void got me thinking that there is an opportunity for someone to write that book. But then the more I stewed on it, the more it became clear that the real opportunity isn’t for another landing page book at all (that’s thinking way too small). The opportunity is this:

Create a member’s only site that consists of user-submitted info on what works. Whether it’s landing page optimizations, changes to product packaging, homepage design, business model tweaks, marketing strategies – whatever. The point is that the content would be the pure extract that comes from iterating on one’s business and improving it. And for the revenue model: the buy-in to be a member is either to earn access by uploading one’s own lessons or to purchase access.

In the same way that The Funded had a service whereby entrepreneurs could gain access to review others’ term sheets by uploading their own term sheet, this service would build its own content out over time. As the repository of lessons grows more valuable, some percentage of people would choose to purchase access to get the information either out of lack of experience or lack of time. They would trade money for both.

I believe The Experts Exchange site had a similar model for gaining access to a bank of technical questions and answers. The distinction here is that this service would be based around insights. There would need to be a way to peer-rate the value of the lessons submitted. The more valuable the lessons, the more privileges they earned you. There would be some kind of credit system where credits could be purchased or earned via submitting valuable insights. The challenge would be in seeding it with enough useful insights to attract initial participation from smart people.

One of the most enjoyable aspects of our business is the discovery & experimentation of coming up with ideas, testing them, iterating and finding out what works. We learn a ton from working in our own little petri dish but imagine if it were possible to barter these insights to buy into a larger body of shared knowledge across other petri dishes? This service would be worth it for the value of those insights alone but think about the other byproducts:

  • having input from other smart people to sanity check your efforts
  • making personal connections with other entrepreneurs through constructive interaction
  • exposure to funding sources in a setting where they can see how you think and operate
  • an objective measure of the value of your input

Thoughts? Who wants to go out and build this?

Jun 08

phoneoperators
Think about jobs that even just ten years ago were fundamentally different.

Travel agents. I’m looking at you and then at sites like Orbitz, Kayak, Expedia, Priceline and Tripit and wondering about the viability of your profession. Is there still room in this world for your career and if so, how must it morph to continue? Remember back in the day it used to require proficiency with the SABRE booking system? Your travel agent would call you and say “I can save you $20 if you’re willing to go an hour earlier and do a stop in Newark.” How times have changed… Today your average 12-yr-old child armed with a web browser can deliver a better travel service.

How about arial photography? It used to cost big bucks to pay a pilot to in a cessna to fly over a site with a high-quality camera and snap a few photos. Now you stitch a few screen grabs together from Google Earth and you have a higher res image in five minutes time without leaving your computer.

What about realtors? I realize this one might draw criticism from those who have invested the time to get a real estate license but seriously. It made sense as a profession before we had sites like Zillow and Realtor.com with the whole MLS exposed via the Web but how is this still a viable profession?

Car salesmen? You can go to cars.com and have a window into the Reynolds & Reynolds inventory systems of every dealership within a 50mi radius of your zipcode, sortable by make, model, year and color. You can grab the VIN’s of your top 5 prospects and five minutes later have CARFAX reports on each vehicle. Go to LendingTree.com and have 5 offers for financing. Sell your vehicle via eBay in 3 days and walk onto the dealership knowing exactly what price you’re going to pay for the car you found. The car salesman’s duties are reduced to essentially a greeter. And yet somehow there’s still guys in ties drinking coffee and shooting the breeze out there waiting to pounce when you drive into a dealership…

So let’s not dis on all these professions- they were viable and noble at one point. What do we need to do to morph each of these roles to make them important, indeed essential again? What traits will never go out of style?

  • Travel Agent: get to know me, go find and research non-mainstream, undiscovered travel destinations and play matchmaker. Monitor deal anomalies for hotel and travel fares to these places and drop me a thoughtful note with a travel recommendation. In fact, monitor any one of my various social media channels to know when I need to take a vacation and then suggest it ;-)
  • Arial photographer: This one’s tough because this service truly has been obviated for all but niche needs like photographing classified areas or getting super hi-res images. Pilot: provided you still want to fly, consider partnering up with other pilots and make a business like Dayjet whereby you pair up strangers looking to travel short distances and deliver affordable, ad hoc charter flights. (okay that’s a bit of a stretch- what else could former arial photographers do?)
  • Realtor: Get intimate knowledge of neighborhoods, school systems, pricing trends. Don’t recommend specific houses- send me Zillow searches referenced in Google Docs and complete with your notes. Listen to my goals, know my budget constraints and advise me on home purchasing heuristics I should be thinking about. Make sure I’m not making a mistake in neighborhood selection given foreclosure trends.
  • Car salesman: Forget all “4-square” negotiating tactics because the price is no longer negotiable. Rather than be an expert on every car of a certain make, limit yourself to a class of vehicle and know all makes and models within that class. Make yourself a recommendation expert across makes- an advocate for the buyer. Learn my needs, constraints, etc and help me pick the right vehicle. I’ll pay you to plug and chug on eBay, Cars.com, Craigslist and Carfax to get me the best deal. Advise me on vehicle selection and then do the legwork of actual acquisition so I don’t have to.

*BONUS Profession: Personal Internet Sherpa – there’s still a portion of the population that either refuses to use the Internet, or more likely, doesn’t know all the tricks. How about marketing yourself the person who can avail yourself weekly to understand their imminent challenges and put your knowledge of the various services to work helping them save money. Take a commission on the money you save them.

The takeaways here:
Some things will always be valued: personal treatment, understanding customer needs more thoroughly, having mastery over a problem domain and being able to match their unique likes more closely with the available options. Save me time and money, substantiate it and I’ll pay you commission on that savings.

Disrupted professions don’t evaporate, they morph to continue to yield value in the changed environment. People cling to what was once familiar but the real answer is to think from the perspective of the customers, deliver value and charge for a proportionate amount of the value delivered.

Can you think of other lessons here? What are some other jobs I missed that have become antiquated and are in need of fundamental rethinking?

Mar 22

Here’s an idea for a service that someone should build (if it doesn’t exist already):

For the utilities that offer various plans for subscribers (mobile phone carriers, cable companies, satellite tv, power, etc) and create a system that monitors your usage and automatically switches you over to the most optimal plan for your needs.

I recently realized I was getting hit with $30 extra in fees each month on my cell phone bill because I was sending more text messages than my plan permitted. It took me almost a year to realize this though because once I chose the plan originally, I forgot about it and just paid it each month. The carriers could already dynamically move customers to the service plan that served them best but they make way too much money by relying upon people’s inefficiency. There has to be an opportunity here for a service that quietly has your back and ensures that you’re subscribed on all your utilities with the most rational plans.

Make it a free service and charge a fee as a percentage of the money it saves folks. Once it knows about your usage patterns and properly recommends the right plan, an enhancement could be recommendations for other ways to save (ie. “you appear to be renting more than 5 movies a month via iTunes, have you considered a Netflix subscription?”).

Anyone see a flaw with such a service? Does it already exist? If not, build it and I can guarantee that Mint.com would acquire and add it to their offering once it works.

Oct 22

Friday night it was merely an idea. By Sunday night it was a prototype. And by Tuesday afternoon it was on the homepage of TechCrunch. How did we do it with Reserve Chute?

This was a perfect storm where an old idea whose time had come collided with a group of capable, motivated people with the right skills in the right environment punctuated with just the right amount of Zoolander.

People using SaaS applications love the convenience but face the possibility of losing access to their data -whether it be caused by the company going out of business overnight, hard drives and backups failing or simply by their internet connection being interrupted. Users want the peace of mind knowing that they have a local copy of their data and they want a brain-dead-simple way to achieve this for all their online applications. The tool we created this weekend offers this capability and makes it possible for any contributor to add extend the system and add hooks to make it work with new services.

While the demo we showed on Sunday night is not publicly available yet, our small but stalwart group is already plotting a series of Wednesday night hack sessions at Gangplank to advance the project to a shippable first version targeted for release sometime around the Holidays. For now, if you use any web-based services and want to be able to automatically store a unified, local copy of your data across all your applications, sign up for the beta and be among the first to try out Reserve Chute!

Other noteworthy projects that sprang to life this weekend:

  • Twitteratr
  • MyShelterHelper
  • And on another note, if you’re in Phoenix this evening come out to my talk on startup lessons at the Club eFactory in north Phoenix.

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    P.S. And yes that is a Karate Kid Cobra Kai t-shirt I’m wearing. Sweep the LEG!

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