FirehoseAAA

You only have to listen to one public company earnings call to understand how wary sell side analysts are of standing up to the companies they cover. Each question posed during any call’s Q&A begins with “First of all, congrats, CEO, on your great quarter, and thanks for taking my question,” before a roundabout, jargon-filled softball question asking for “more color” on some topic.

They do this because they don’t want to lose all-important access to the management. Even after a massive overhaul of “chinese wall” rules trying to prevent stock pumping in the style of the dotcom bubble, the wall is pretty weak, argues Estimize founder Leigh Drogen. This March FT report (non-paywalled summary available here) explains the way hedge funds pay sell-side banks $20,000 an hour for access to the management of companies they cover.

Drogen believes his product solves the problem of inflated earnings estimates by tapping into the power of the crowd. Estimize simply crowd-sources estimates from its community of 13,000 hedge fund, asset management and independent analysts. Of that group, 2,700 freely provide their own analysis and estimates on quarterly earnings. The company’s algorithms then create a consensus, giving more weight to contributors who are more active and accurate, and eliminating outliers that would throw things off. The result is a track record that is more accurate than Wall Street analyst consensus 69.5 percent of the time, and by an average of 14 percent, Drogen says. Oh, and its free to use.

The company has an API which some hedge funds and investment firms pay between $3,000 and $15,000 a month to integrate with, but in general Estimize hasn’t done much in the way of sales. The seven-person company is backed by $1.4 million in seed and Series A funding from Rob Ross, Todd Sullivan, Michael Bigger, Jacob Carlson, Contour Venture Partners, and Longworth Venture Partners but is made up primarily of engineers, not sales people, Drogen says.

That’s why today, the company teamed up with social media data broker Gnip to sell its data. Gnip already sells social data from the biggest financial social network, StockTwits, where Drogen previously worked. The partnership with Gnip basically allows Estimize to earn money on its data without having to go out and sell the data itself, Drogen says.  In addition to Estimize data, Boulder-based Gnip’s offerings also include access to the “full firehose” of data, aka everything anyone has said ever, from Twitter, Tumblr, WordPress, and Disqus. Given how protective companies are of their data, access to the “full firehose” of anything is generally not cheap.

  1. Estimize
    Crowd-sourcing financial estimates with a powerful analytics layer
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    Estimize is the first crowdsourced financial estimates platform. Unlike other financial datasets, which are collected from the same pool of sell-side contributors, Estimize collects data from a much wider base of analysts. By crowdsourcing data from buy-side, sell-side and independent research analysts, alongside industry experts and academics, Estimize data is able to better represent the true expectations of the market. In fact, the Estimize Equity Dataset is found to be more accurate than similar sell-side only datasets over 69% of the time. Founded in 2011 by Leigh Drogen, as of November 2014 Estimize has over 35,000 registered users and 5,800 contributing analysts.

    Forbes named Estimize one of the 9 hottest startups of 2013. Estimize CEO, Leigh Drogen, was named one of Forbes 30 under 30 in finance for 2013. Fast Company named Estimize one of the world's top 10 most innovative companies in finance for 2014.

    1. Greg Neufeld
      Employee
    2. Jim Savage
      Past Investor
    3. Leigh Drogen
      Employee