{"id":4430,"date":"2014-03-25T12:58:47","date_gmt":"2014-03-25T12:58:47","guid":{"rendered":"https:\/\/www.gosquared.com\/blog\/?p=4430"},"modified":"2019-11-28T12:13:45","modified_gmt":"2019-11-28T12:13:45","slug":"how-to-track-monthly-recurring-revenue","status":"publish","type":"post","link":"https:\/\/www.gosquared.com\/blog\/how-to-track-monthly-recurring-revenue","title":{"rendered":"How to track MRR"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/static.gosquared.com\/images\/liquidicity\/14_03_25_mrr_01.png\" alt=\"Monthly recurring revenue at GoSquared\"\/><\/p>\n<p>MRR (monthly recurring revenue) is arguably the most important metric for SaaS companies to be tracking. At many growing SaaS companies, including <a href=\"https:\/\/gosquared.com\" title=\"GoSquared \u2013\u00a0real-time analytics done right\" target=\"_blank\" rel=\"noopener noreferrer\">GoSquared<\/a>, it&#8217;s an invaluable KPI (Key Performance Indicator) and allows us to track growth against churn on a monetary level.<\/p>\n<h2>Track Everything<\/h2>\n<p>Every single change to any member of your userbase should be tracked. Did they change their name? Did they add a site? Did they start tracking?<\/p>\n<p>Knowing what&#8217;s happened to a user over their lifetime is essential &#8211; and tracking changes to their subscription is necessary for monitoring MRR.<\/p>\n<h2>MRR Definition<\/h2>\n<p><a href=\"http:\/\/recurly.com\/\" title=\"Recurly - GoSquared's recurring billing provider of choice.\" target=\"_blank\" rel=\"noopener noreferrer\"><\/a><\/p>\n<p>How you define MRR is important to what value it can provide you as a metric. Many SaaS companies have both monthly and yearly plans, so misleading skews need to be avoided.<\/p>\n<p>You could, for example, just add up the amount of money coming into the bank account each month &#8211; but that&#8217;s not MRR, that&#8217;s just the inbound revenue for that month.<\/p>\n<h3>Segmented MRR<\/h3>\n<p>MRR is best when segmented into a few different types:<\/p>\n<ul>\n<li>New MRR from new customers<\/li>\n<li>New MRR from account upgrades<\/li>\n<li>Lost MRR from account downgrades<\/li>\n<li>Lost MRR from expired subscriptions (lost customers)<\/li>\n<\/ul>\n<p>The sum of those 4 metrics gives the net MRR, and each of the metrics individually can be very useful when tracked over time.<\/p>\n<h3>Yearly Plans<\/h3>\n<p>Yearly plans (or non-monthly billing cycles) have their values divided by their monthly length. So if a yearly plan cost $240, the value tracked in MRR should be $240 \/ 12 = $20.<\/p>\n<h4>&#8220;But that looks like less money than we actually got&#8221;<\/h4>\n<p>All we&#8217;re doing is spreading the value of the subscription into equal monthly amounts, as if it&#8217;s being paid monthly.<\/p>\n<p>MRR is meant to be an indicator of growth and the amount of revenue you can expect to make on a recurring basis. It&#8217;s not meant to be an exact figure, and will almost never match up with actual money in.<\/p>\n<p>If you&#8217;re looking for a metric to track actual revenue into your bank, use that instead of MRR &#8211; but be aware that it can be misleading.<\/p>\n<h2>Storage<\/h2>\n<p>MySQL is great for tracking internal metrics &#8211; it&#8217;s easy to query (are your marketing team really going to connect up to MongoDB and know how to use it?) and very reliable.<\/p>\n<p>We have a simple <code>user_events<\/code> table in MySQL which allows us to do cohort analysis and much more. We have many millions of rows in this table, and we still aren&#8217;t quite tracking everything just yet. This table contains <code>user_id<\/code>, <code>event_type<\/code> and <code>timestamp<\/code> columns, as well as an <code>extra<\/code> column that contains JSON encoded information that could be relevant for the future.<\/p>\n<p>We receive push notifications from Recurly whenever something happens to a subscription, and they&#8217;re all stored in the <code>user_events<\/code> table.<\/p>\n<p>To allow efficient MRR tracking, we exported the subscription change user events and put them into a new <code>plan_changes<\/code> table, containing <code>user_id<\/code>, <code>timestamp<\/code>, <code>type<\/code>, <code>old_value<\/code>, <code>new_value<\/code>, <code>currency<\/code> and <code>yearly<\/code> columns. The <code>type<\/code> column can be any of <code>created<\/code>, <code>updated<\/code> or <code>expired<\/code>. <em>Note: the value columns will need the be SIGNED to allow some of the querying below.<\/em><\/p>\n<h3>Sample rows<\/h3>\n<div class=\"tablecloth\">\n<table>\n<thead>\n<tr>\n<th> user_id <\/th>\n<th> timestamp        <\/th>\n<th> type    <\/th>\n<th> old_value <\/th>\n<th> new_value <\/th>\n<th> currency <\/th>\n<th> yearly <\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td> 19263   <\/td>\n<td> 2014-03-24 12:56 <\/td>\n<td> created <\/td>\n<td> 0         <\/td>\n<td> 50        <\/td>\n<td> GBP      <\/td>\n<td> 0      <\/td>\n<\/tr>\n<tr>\n<td> 64      <\/td>\n<td> 2013-03-24 13:55 <\/td>\n<td> updated <\/td>\n<td> 120       <\/td>\n<td> 20        <\/td>\n<td> USD      <\/td>\n<td> 0      <\/td>\n<\/tr>\n<tr>\n<td> 5784    <\/td>\n<td> 2014-03-24 15:02 <\/td>\n<td> expired <\/td>\n<td> 9         <\/td>\n<td> 0         <\/td>\n<td> USD      <\/td>\n<td> 1      <\/td>\n<\/tr>\n<tr>\n<td> 46784   <\/td>\n<td> 2014-03-24 16:11 <\/td>\n<td> updated <\/td>\n<td> 99        <\/td>\n<td> 240       <\/td>\n<td> USD      <\/td>\n<td> 0      <\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<h2>Querying<\/h2>\n<p>Querying the data and getting some useful insights is, of course, the most important part. The table structure above allows for some easy querying&#8230;<\/p>\n<p><em>Note: we&#8217;re ignoring the currency here, but segmenting by currency and converting those figures into a single currency will make the figures a lot easier to digest (and will also prevent them from being misleading)<\/em><\/p>\n<h3>Total MRR<\/h3>\n<pre><code class=\"language-sql\">SELECT SUM(new_value - old_value) AS MRR FROM plan_changes\r\n<\/code><\/pre>\n<h3>Net MRR by Month<\/h3>\n<pre><code class=\"language-sql\">SELECT monthname(timestamp), year(timestamp), SUM(new_value - old_value) AS MRR FROM plan_changes GROUP BY month(timestamp), year(timestamp) ORDER BY timestamp DESC\r\n<\/code><\/pre>\n<h3>Total Lost MRR by Month<\/h3>\n<pre><code class=\"language-sql\">SELECT monthname(timestamp), year(timestamp), SUM(new_value - old_value) AS MRR FROM plan_changes WHERE new_value &lt; old_value GROUP BY month(timestamp), year(timestamp) ORDER BY timestamp DESC\r\n<\/code><\/pre>\n<h3>New MRR from Upgrades by Month<\/h3>\n<pre><code class=\"language-sql\">SELECT monthname(timestamp), year(timestamp), SUM(new_value - old_value) AS MRR FROM plan_changes WHERE type = 'updated' AND new_value &gt; old_value GROUP BY month(timestamp), year(timestamp) ORDER BY timestamp DESC\r\n<\/code><\/pre>\n<h2>Conclusions<\/h2>\n<p>Graphing the data can reveal some really interesting trends. <a href=\"http:\/\/christophjanz.blogspot.co.uk\/\">Christoph Janz<\/a> has put together a great <a href=\"https:\/\/docs.google.com\/spreadsheet\/ccc?key=0AkJVUDhVuAHldE1kY04wbWpYQUtpdXpMdmgzdjAzbWc&amp;usp=sharing\">dashboard\/spreadsheet<\/a> which will automatically graph many useful metrics once a few data points are inserted.<\/p>\n<p>Remember: track everything.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>MRR (monthly recurring revenue) is arguably the most important metric for SaaS companies to be tracking. At many growing SaaS&#8230;<\/p>\n","protected":false},"author":10,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1584],"tags":[608],"class_list":["post-4430","post","type-post","status-publish","format-standard","hentry","category-sales","tag-metrics"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v18.6 (Yoast SEO v19.0) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How to track MRR over time - for SaaS companies | GoSquared Blog<\/title>\n<meta name=\"description\" content=\"MRR (monthly recurring revenue) is arguably the most important metric for SaaS companies to be tracking. 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