I'm a partner at Redpoint. I write daily, data-driven blog posts about key questions facing startups. I co-authored the book, Winning with Data. Join more than 20,000 others receiving these blog posts by email.

Are We Seeing the Beginning of SaaS Consolidation?

The number of vendors selling to sales and marketing has exploded from 500 to more than 3000 over the last three years. Are we reaching the end of an expansionary cycle? The software pendulum tends to swing between software suites, offering a collection of different tools, and best-of-breed point solutions.

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Why Demand Generation Can Be So Challenging For Startups

Demand generation is a critical limiting factor to the growth of many startups. I had the opportunity to moderate a panel of demand generation experts recently at Heavybit, an incubator in San Francisco. I asked the panelists, how well understood is demand generation, considering it is one of the core elements of business needs to sustain its growth? Unanimously, the panel concluded it's not very well understood.

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Your Startup's Competitive Advantage

Startups fail when they run out of money. Startups run out of money when they lack focus. Without a maniacal focus on serving customer needs in a unique way, startups can flounder amidst competition. Without product market fit, the business is challenged to generate strong metrics and faces fundraising challenges. That's why it's critical to identify and focus on your startup's competitive advantage.

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What is the Optimal Contract Length for Your SaaS Startup?

What is the optimal contract length with for your SaaS startup? Monthly, annual, multiyear? It's common to see SaaS startups initially price their products on a monthly basis, then add an enterprise "Call Me" plan which hides behind it an annual contract. As the business increases its price point, it may eventually book contracts spanning two, three or even five years.

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The Challenge Facing Deep-Learning Powered Startups

Why is this ad appearing on this site? This was a frequent questions both advertisers and publishers asked of Google. Behind the scenes, machine learning models match the best ad to the best website, given a set of constraints including budget and the dynamics of the ad auction. To untangle the decision chain across the many different targeting systems to answer the question is a knotty task indeed.

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How Big is a Typical Software Company Acquisition?

2016 has been a volatile year. Major capital investments fell 55% in Q3. The IPO market is a tale of two cities with some companies able to go public and catapult their valuations, but the overall number remains in the single digits. Last, M&A activity seems quite brisk with more than 30 $1B+ billion acquisitions in the last nine months alone. How do all these factors commingle to influence today's acquisition environment? And how does it compare historically?

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What Can You Remove from Your Product?

I remember launching a new filtering feature a Google within the AdSense product. At the time, we had hundreds of thousands of website publishers using our user-interface to accomplish many tasks. They might download reports of their revenue from running AdSense ads, configure ads to match their website's style, and indicate their preferences for the content of the ads to be shown on their site.

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The Characteristics of the Most Attractive SMB SaaS Companies

What are the attributes of the ideal SMB SaaS company, an entrepreneur asked me recently. It's a good question. There are product, marketing, and sales attributes to that ideal company that successful SaaS business have exemplified in the past.

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Are SMB SaaS Companies Valued Differently than Mid-Market SaaS Businesses?

Recently, we examined the comparative efficiency of bottoms-up and top-down businesses. Today, we'll dig into valuation metrics to see if there's any systematic bias in the investor community for SMB, Mid-Market and Enterprise SaaS companies.

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What's the Maximum Rate of Growth for Your SaaS Startup with Paid Customer Acquisition?

How fast could a SaaS business grow on paid acquisition? If the business decided today to sprint and acquire as many customers as possible?

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