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Of the 43 SaaS companies to have gone public in the time period between 2006 and 2014, 60% are trading above their IPO pop price – the price at the end of their first day of trading. The median company has appreciated 69% since its IPO. The chart above shows the trends for each of the companies in this data set. Xero tops the list that more than 17x appreciation. This is an anomaly; the company went public right as it was founded and has grown to be worth several billion dollars. It’s an amazing story. On the bottom end, Castlight has dropped by 80 percentage points in value since its IPO, to a market cap of about $850 million, and trades below the typical SaaS company at about 7x forward revenues. If you’re curious about the trends from IPO offer, you can find the chart here.

In 2000, the majority of tech acquisitions were primarily stock. One company would buy another using its own shares, instead of paying for the target business in cash. But since then, there’s been a secular trend to cash deals. In 2014, 90% of the tech M&A transactions consummated by companies, and excluding private equity firms, in the US with disclosed deal values were cash deals.

Creating a sense of urgency is one of the most powerful sales tools available to SaaS companies. There are many different ways of accomplishing this, but one of the most common ways is to offer discounts that expire. Discounts are powerful incentives to increase sales. But, they have to be crafted correctly, or they can have dramatic impact on a startup’s cash position. This is why sales incentives should be designed hand-in-hand with the company’s finance team. Imagine a hypothetical 20 person software company. Suppose this month is seasonally slow month, and the executive team decides to implement a 25% discount to accelerate sales. There are many ways of offering this discount to customers. Above, I have modeled three: a 25% reduction billed monthly, a 25% reduction billed upfront, and the first three months of the subscription are free.

Orbiting the Giant Hairball is one of the most unusual business books I’ve read. It’s irreverent, full of drawings, and completely chaotic in the most wonderful way. Gordon MacKenzie, the author of the book, worked at Hallmark cards for 30 years to the day. He started initially in the creative department imagining greeting cards and ultimately found himself with the title Creative Paradox. In his book, he described the way he injected creativity into his working life. I thought it was a great book with three salient themes.

In the late 1990s, two of the dominant talent management platforms were founded. Taleo and SuccessFactors grew very quickly after they entered the market, bringing novel delivery to the human capital market. Both companies eventually offered talent acquisition, performance management, and learning tools for human resources teams. But they started in different places. Taleo initially focused on recruiting tools and SuccessFactors on performance management.

At Gainsight’s Pulse Conference on Customer Success, Mike McKee of Rapid7 spoke about the structure of his customer success team. He projected a slide, which I’ve copied in the image above, that depicts the way Rapid7 sells a contract, deploys its software, engenders adoption and expands accounts. It’s the best visualization I’ve seen to describe the sales and customer success process and the inter-team collaboration required to be successful.

Ariba went public in 1999 three years after having been founded. In its first year of selling, the company generated $800,000 in revenue. Then it ramped. $8 million, then $45 million, then $274M. In a three-year period, the company had grown 33x and achieved an astounding CAGR of 224% over the same period.

Ariba shares increased 300% on its first day of trading at IPO, valuing the company at $6 billion. At its peak, the company would be worth $40 billion, but after the dotcom crash, the share price returned from the stratosphere to normal levels. Ultimately, SAP acquired the company in 2012 for $4.6B.

The rate at which startups are raising follow-on rounds is decreasing, and has decreased steadily from 2003 through 2013. Between 2003 and 2006, post-Series A startups raised series Bs about 57% of the time. However from 2011-2014, that figure fell to 28%. The same trend is true in series C rounds, where success rates fell from 43% to 35%.

Mobile visits account for more than 50% of all e-commerce. During the holiday season in 2014, that figure exceeded 70% for Walmart. In India, mobile usage dominates traffic to such an extent that Myntra, the largest retailer, is shutting down their web application to focus exclusively on their mobile apps. Instagram launched a website only after the mobile app reached more than 100M users.

In the late 90s, one company changed its name five times before they settled on one which today is a well-known brand. The business started as Silver Computing in 1995, then Stellar Computing in June 1997. Six months later, the company would rebrand as next ActiveTouch Systems, then six months later to ActiveTouch Inc., and finally, six months before IPO to WebEx.