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mbuzz is multi-touch attribution for technical marketers who've stopped trusting their dashboard. Here's the thing nobody selling you attribution wants to say out loud: every tool runs a model under the hood, and the number it reports isn't "the data." It's that model's opinion of the data. Same touchpoints, different model, completely different "best channel."
mbuzz runs eight of them at once. First-touch, last-touch, linear, time-decay, position-based, Markov, Shapley, data-driven. You can compare them, argue with them, and write your own in a SQL-like DSL if none of the stock eight fit how your business actually works.
Shopify{"entrepreneurs" => "With its flexibility and expanding app ecosystem, entrepreneurs can tailor their stores to meet unique business needs and test new ideas rapidly.", "growing_brands" => "Businesses experiencing growth can benefit from Shopify's robust infrastructure and scalability options, ensuring that the platform can grow alongside their business.", "small_businesses" => "Shopify is ideal for small to medium-sized businesses that need an easy and effective way to start selling online quickly."}
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mbuzz.co's answer:
Every attribution tool runs a model under the hood and reports its number like it came from physics. mbuzz is the only one that shows the model. Eight of them side by side, plus a SQL-like DSL to edit or write your own. You stop arguing about which channel works and start arguing about which model you should trust.
mbuzz.co's answer:
Dreamdata, HockeyStack, and Northbeam all ship with a proprietary "data-driven" model you can't see inside. You pay $1,400โ$5,000 a month to trust their math. mbuzz runs eight models you can inspect, lets you edit the logic in a SQL-like DSL, keeps your data exportable on every plan, and starts at $0. For a $1โ100M company spending $20Kโ$1M a month on ads, that's the difference between renting an attribution tool and owning an attribution stack.
mbuzz.co's answer:
Technical marketers, marketing ops, growth engineers, and data-savvy CMOs at startups and mid-market SaaS, DTC, fintech, and healthtech companies spending $20Kโ$1M a month on paid media. Specifically the ones who've stopped trusting their dashboard โ who want to audit the math themselves, not hear "trust our algorithm."
mbuzz.co's answer:
Years of wrestling with the limitations of various existing solutions, platform-inflated ROAS, and enterprise attribution tools that cost more than the budgets they were measuring. Every tool I tried picked one model and hid the math. I wanted to compare models, argue with them, and write my own rules โ so I built one. mbuzz is the attribution platform I wished existed when I was trying to explain channel performance to a CFO who didn't believe the Meta pixel.
mbuzz.co's answer:
Ruby on Rails (backend + dashboard), PostgreSQL, Sidekiq for background jobs, Stimulus/Turbo for the frontend. Open-source SDKs in Ruby, Node, Python, and PHP. Deployed via Kamal on DigitalOcean.
Creating my online store for small dog products on Shopify was a remarkably smooth and rewarding experience. Shopify's user-friendly platform guided me through each step of the setup process, making it easy even for someone without prior experience. Their range of customizable templates gave my store a professional and appealing look, and the analytics tools provided have been invaluable for tracking my store's performance and customer trends. Additionally, Shopify's 24/7 customer support was always ready to assist whenever I encountered any roadblocks. Overall, launching my business on Shopify has been a positive experience, and I would highly recommend it to anyone looking to start their own online store.
Shopify is a powerful marketing machine that has driven incredible growth. It's an excellent choice for the store owner who needs to do it themselves, on a shoestring budget, who does not sell complex products and who does not plan to run a hybrid - a store that serves multiple customer bases such as retail and wholesale.
Due to its sheer market share, there is a robust marketplace of apps that can be added to shape the store to fit most needs. There is an equally robust selection of themes and developers who can assist with any size project. They have a terrific knowledge base which I strongly recommend store owners use as it teaches the basics for e-commerce in general and online marketing. This learning should be done prior to developing a plan for your site. That will help root your project for success.
Unfortunately, it's also oversold based on name recognition even when the platform is a poor choice for a specific business. There are both policy and technical limitations that impact suitability.
Shopify stores require many apps, which adds monthly costs and can greatly slow your store down. While ALL online stores end up with some app use, because this allows you to choose the features you want and need, much of what is native in other carts like their most direct competitor, BigCommerce, is not. So you'll spend more money each month and it can be harder to get a fast site.
Among the stores that should probably NOT use Shopify:
- Sells items that are generally prohibited on the platform which includes weapons, weapon-related items, sex objects, tobacco (for some odd reason Vape is currently on the platform but for how long is anyone's guess), alcohol.
- Sells items allowed but that don't qualify for Shopify Payments which expands the above list to include supplements, CBD, vape products and other items.
- Just as above, any store that can't qualify for Shopify Payments or who has good reasons to use another payment gateway. Why? Because if you don't use their payment gateway which they profit from, they will take 1/2-2% of your gross revenues soley because you are using another gateway. For small merchants, this isn't much, for big ones it's a significant cost.
- Stores with multiple price structures or catalogs - such as those who offer VIP tiers or wholesale clients. Why not? Because you can't create true customer groups which on other platforms let you segment the catalog and content for each customer group. Groups are really important for B2B. To accomplish multiple audiences on Shopify requires either a separate app (at an added cost) or multiple storefronts, or ShopifyPlus (which is still creating multiple sites). This can greatly increase your operational costs and work efforts.
- Stores with complex products - these are items with many options, also known as configurable or customizable products. While Shopify does offer the ability to offer up to 3 options per product with a maximum of 100 skus per product, this limit is very easy to exceed. There is also no native path to add modifiers such as those one would use for personalized products (like custom embroidery. While these issues can be overcome with apps, that adds both load time and costs.
Based on our record, Shopify seems to be more popular. It has been mentiond 44 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
I donโt think is ugly, it is just that it feels like every trendy company webpage copied and pasted the same design: http://shopify.com/. - Source: Hacker News / about 1 year ago
Shopify is one of the easiest platforms for selling products online, and turning your store into a PWA with installation and push notifications takes just a click, thanks to the Shopify app store. - Source: dev.to / over 1 year ago
Shopify.com vs store.link which one is better? Source: almost 3 years ago
With a traditional e-commerce platform like Shopify, you're locked into their ecosystem. You have to use their templates, checkout, and backend. Headless platforms like MedusaJS give you the freedom to build the front end however you want, using any framework or library. - Source: dev.to / about 3 years ago
For example, if you want to load firewalla.com, just allowing "firewalla.com" will not work, you will have allow shopify.com and few other stuff ... You can see what sites loaded using chrome dev mode. Source: about 3 years ago
WooCommerce - A freely available eCommerce plugin that enables shop facilities on your WordPress website. Functionality enabling extensions & beautiful themes available.
Google Analytics - Improve your website to increase conversions, improve the user experience, and make more money using Google Analytics. Measure, understand and quantify engagement on your site with customized and in-depth reports.
BigCommerce - BigCommerce provides ecommerce software solutions and shopping cart software for online businesses. Try it free and start selling your products online today!
Mixpanel - Mixpanel is the most advanced analytics platform in the world for mobile & web.
Magento - Magento is the eCommerce software and platform trusted by the world's leading brands. Grow your online business with Magento.
HockeyStack - Not just another simple analytics tool.
