How can I start tracking marketing channels more efficiently on an e-commerce site? What's the best way to model attribution correctly from scratch?

I don't even know how to answer this. Do you know what the difference between McDonalds and the local burger joint that is filing for bankruptcy is? It's marketing. McDonalds is worth billions of dollars not because of the quality of their food, but because of their marketing. Marketing is not an expense. A janitor is an expense. Your computer is an expense. Marketing is an INVESTMENT. Would you shop around for the cheapest heart surgeon? Of course not. Because you would likely end up dead. Why, then, do you shop around for a marketing expert? Are you ok with your company going bankrupt? Is that worth the small savings to you? No. Of course not. Hire someone who is good at marketing. Hire someone who knows what they are doing. Buy yourself a Lamborghini with your profit the first quarter. Get a beach house in hawaii. Grab a yacht. Or, try to find your business the cheapest heart surgeon you can and then spend the next five years wondering why such a solid business idea failed in the first 6 months. I'm passionate about this exact topic because all those statistics you read about "70% of businesses failing in two years" are solely because of horrible marketing.

There is quite a bit of information available online about eCommerce conversions rates. According to a ton of sources, average visitor-to-sale conversion rates vary from 1-3%. This does not mean the Furniture conversions will be the same. The bigger problem is that visitor-to-sale conversions are not a good data point to use to measure or tune your eCommerce business. All business have some unique friction factors that will affect your final conversion rate. It's very important to understand each of these factors and how to overcome them. The best way to measure and optimize is to take a conversion funnel approach. Once you have defined your funnel you can optimize each conversion rate to better the total effect. For example: Top of the funnel: - All web site visitors, 100,000 / month First conversion: View a product page, 50% of all visitors Second Conversion: Add to Cart, 10% of people who view products Final Conversion: Complete Checkout, 80% of people who put items in a cart In this example we see that only 10% of people who actually view products put them in to a cart, but 80% of those people purchase. If you can figure out why visitors are not adding items to their cart and fix the issue to increase the conversion rate, revenue should increase significantly because of the high checkout rate. You can use free tools like Google Analytics to give you a wealth of information about your site visitor and their behavior or there are some great paid tools as well.

Being a Google Partner has many benefits, but they revise them all the time. Google seems to protect their intellectual property heavy, so as a partner, you can display their partnership logo to your potential clients. Also, when they roll out new products in beta, you know before the public does. As Google products go, that's a huge benefit. They provide enhanced support when you need it as well. I also do a lot of public speaking, so the one benefit public speakers enjoy is that they let you speak at their events; a very valuable benefit to us public speakers ;) I hope this answers the question. Bruce

I've done a lot of complex analytics installations, usually cross-domain and including AdWords and manual tagging with conversion tracking of ecommerce transactions. The gclid by default will override the manual UTM values in Analytics so that is what you are looking for. If you are just grabbing the manual tags from the URL for your own purpose, this should be OK. However, if you at some point want to import conversions (say) connected to your manual tag, then you would want to enable UTM overriding the gclid: https://support.google.com/analytics/answer/1033981?hl=en. Do you have AdWords and Analytics accounts linked? Where and how are you tracking commerce conversions, if you are? Do you feel you are getting the insights you need from your current custom reporting? Let me know if I can help with a call about those or further optimization of your analytics capture. Best - Michael

Shopify is best use case for $0 to $1M ish, depending on product line, how many transactions that makes up, and if their are some custom things that are not possible on Shopify that realistically lead to huge gains that would cover more costs of a custom solution with something like magento. I recommend Shopify to everyone starting out. That's what we used at Diamond Candles up until about a $5M run rate. We were/are growing quickly so we hit a point where payoff of customizing checkout flow, add of social sign on, etc. that could not be done because of Shopify, would cover and surpass costs of a more custom option. Best to think about this simplistic example. View the ecom platform market in about 3 buckets. 1. Starting out: $0-$1M ish 2. Wow looks like you have a business: $1M-$20 or 50ish 3. You are/could be publicly traded: $50M+ Take a look at usage #'s for market share size from independent third party analytics tools from Builtwith: http://trends.builtwith.com/shop/Shopify/Market-Share http://trends.builtwith.com/shop http://trends.builtwith.com/shop/hosted-solution Just because something is found on the web more isn't the full picture. Ie. I could make a blogging platform and have a bunch of scripts and bots install it on millions of domains and I would have majority of the market for blogging platforms (ya that would take a while and isn't a realistic scenario but you can get the point). Providers dominating the different categories by companies in those areas actually doing volume and being succsessful? 1. Shopify, BigCommerce, Volusion, Magento GO, 2. Magento (varying editions), Yahoo Stores, Symphony Commerce 3. Demand Ware, GSI Commerce, Magento (varying editions) At the end of the day a good illustration goes like this. A truck and a moped are two different things. A truck is not trying to out 'moped' a moped and a moped not trying to out 'truck' a truck. They are both perfectly suited to different applications, situations, needs, and circumstances. The same goes with who you choose to handle your ecom platform. For 2-3 search for internet retailers first 500 and second 500 lists. Pull off all ecommerce companies doing between $10-$50M as an example. Use the builtwith.com chrome toolbar to tell you what platform they are using. Hire someone for $2 an hour via odesk to make a spreadsheet of everything and the make a pretty little pie chart. Now you know what each revenue volume level chooses as 1, 2, 3 preferred platforms. Option 3 as a side note but very important one, is primarily a platform and commerce as a service model with companies like Demand Ware and GSI Commerce leading the market with platform and services including but not limited to customer service for the brand, fulfillment, marketing services, website product photography etc. Their pricing models are based on gross revenue share. ie. SportsAuthority.com does $100M online this year, GSI takes 30% of that to cover everything. (I am not sure who Sports Authority uses, just an example) You can almost pick any traditional brick and mortar retailer and if they have a website where they sell things, they all do, GSI or DW are the people behind the scenes running the call centers, shipping etc. Diamond Candles, my company, who started on Shopify decided to not go with a the market dominating option of Magento for a few reasons. One of which being upfront cost for an agency or on staff magento CTO type. We decided to partner with a newer entrant, Symphony Commerce, which blends the 3rd category model of platform plus service. Rev. cut is significantly smaller than providers in category 3, but still get benefits of volume savings on shipping volume, scalable customer support that can handle rapid growth and occasional spikes without us having to worry about scaling or implementing best practices, and a fully customizable platform as a service so to speak that doesn't require us to have in house tech but where we are essentially renting part time ecommerce engineers from with resumes that list Google, FB, Twitter, Magento, Amazon, etc. So in summary. If you are <$1M in revenue just roll with Shopify. Greater than that but less than $50M ish then I would recommend looking into Symphony. If Symphony is interested in letting you in then you won't have to incur the upfront costs of an agency or implementation and you will have an ongoing partner equally incentivized i your long term success financially which I prefer as opposed to an agency model which economically is incentivized to offer a one time finished product and their revenue is not tied to my financial success. It is the closest thing to an equity partner while returning our full equity.