Software Alternatives, Accelerators & Startups

Refactor.io VS Bloom Analytics

Compare Refactor.io VS Bloom Analytics and see what are their differences

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Refactor.io logo Refactor.io

Share your code instantly for refactoring and code review

Bloom Analytics logo Bloom Analytics

Bloom is a Native Shopify Analytics and Attribution app. See which products, countries, and campaigns are profitable, and which ad platforms truly generate profit via multi-touch attribution. Create custom dashboards, get insights. Connect with MCP
Not present
  • Bloom Analytics Driving Sales and Profit
    Driving Sales and Profit //
    2026-05-13
  • Bloom Analytics Profit or Revenue
    Profit or Revenue //
    2026-05-13
  • Bloom Analytics Ads making money
    Ads making money //
    2026-05-13
  • Bloom Analytics Country Costing more than you earn
    Country Costing more than you earn //
    2026-05-13
  • Bloom Analytics Profit and Loss and KPI's
    Profit and Loss and KPI's //
    2026-05-13
  • Bloom Analytics Miscalculate Profit Because of complex cost
    Miscalculate Profit Because of complex cost //
    2026-05-13
  • Bloom Analytics store actually keeps as profit
    store actually keeps as profit //
    2026-05-13
  • Bloom Analytics stop guessing which product makes money
    stop guessing which product makes money //
    2026-05-13

Bloom tracks your true ecommerce profit after ads, shipping, COGS, transaction fees, refunds, and operating expenses, so you stop relying on vanity metrics and see which products, campaigns, and channels actually drive profit. Track financial performance across products, orders, countries, ad campaigns, and email campaigns, drilling into Product Intelligence, Country Profits, and Email Profits to understand exactly where profit comes from and where it leaks. Build custom dashboards tailored to your business to surface the metrics that matter most, all in one clean view. View a detailed Profit & Loss table with a toggle to switch between Shopify and Amazon revenue, or see them separately, and measure ROAS, POAS, Contribution Margin, and Net Profit from a single dashboard. Connect Google Ads, Meta Ads, TikTok, Pinterest, and Snapchat to see which channels bring profitable customers, not just clicks, and connect Klaviyo, Mailchimp, and Omnisend to see email profits per campaign. Use multi-touch attribution to understand the complete customer journey and accurately track campaign performance across channels, then apply custom cost rules based on product, quantity, country, shipping zone, and operational expenses to calculate true profit with precision. Get profit insights in Email and Slack, including scheduled Slack summaries, to quickly spot wasted ad spend, declining margins, underperforming products, scaling opportunities, and hidden profit leaks. Connect Bloom to Claude or ChatGPT via MCP to query your profit data in natural language. Whether you run one Shopify store or many, stop guessing and start scaling what actually makes money.

Refactor.io

Pricing URL
-
$ Details
-
Platforms
-
Release Date
-

Bloom Analytics

$ Details
paid Free Trial $20 / Monthly (Unlimited Orders)
Platforms
Amazon Shopify
Release Date
2024 October
Startup details
Country
India
State
Karnataka
City
Bangalore
Founder(s)
Ulrich John
Employees
50 - 99

Refactor.io features and specs

  • Code Sharing
    Refactor.io allows users to share code snippets easily, facilitating collaborative work and peer reviews.
  • Simplified Refactoring
    The platform aims to simplify the process of code refactoring, making it easier for developers to clean up and improve their code.
  • User-Friendly Interface
    Refactor.io boasts a user-friendly interface that is easy to navigate, even for those who are not highly experienced with code refactoring tools.
  • Cloud-Based
    Being cloud-based, Refactor.io allows users to access their work from anywhere, making remote collaboration more efficient.
  • Integrations
    The platform offers integrations with various popular development tools and services, enhancing its utility in diverse development workflows.

Possible disadvantages of Refactor.io

  • Limited Language Support
    Refactor.io supports a limited range of programming languages, which might not be sufficient for developers working with less common languages.
  • Performance Issues
    Some users have reported occasional performance issues such as latency, which can be disruptive to the workflow.
  • Privacy Concerns
    As with any cloud-based service, there may be concerns about the privacy and security of the code snippets shared on the platform.
  • Lack of Advanced Features
    For more experienced developers, the platform may lack some advanced features available in more comprehensive refactoring tools.
  • Dependency on Internet
    Since it is a cloud-based service, any issues with internet connectivity can hinder access to the platform and the ability to refactor code.

Bloom Analytics features and specs

  • Dashboard
    Track profit performance across products, countries, ad, and email campaigns
  • Profit Analytics
    Find and fix profit leaks with Contribution Margin, Net Profit and P&L breakdown
  • Attribution
    See which ad channels drive real orders, ROAS, POAS with multi-touch attribution
  • Cost Tracking
    Apply custom cost rules for COGS, shipping, by product, country or quantity
  • Insights
    Profit Insights that tell you what happened, why, and what to do about it

Analysis of Refactor.io

Overall verdict

  • Refactor.io is a highly regarded tool for developers looking to collaborate on code refactoring.

Why this product is good

  • Refactor.io offers a seamless platform for developers to work on improving code structure and readability without changing its functionality. It is praised for its intuitive interface, ease of use, and the ability to facilitate real-time collaboration, making it ideal for pair programming and educational purposes.

Recommended for

  • Software developers looking for real-time collaboration on code projects
  • Teams focusing on improving code quality and maintainability
  • Educational settings where pair programming and code reviews are part of the curriculum

Analysis of Bloom Analytics

Overall verdict

  • Bloom Analytics is not a widely recognized or verifiable analytics platform based on available information, so its quality cannot be reliably confirmed. Prospective users should conduct due diligence, checking for verified reviews, security compliance, and transparent pricing before committing.

Why this product is good

  • Limited independent reviews or third-party verification available to confirm platform reliability and performance
  • Unclear track record compared to established analytics providers like Google Analytics, Mixpanel, or Amplitude
  • Website claims should be verified through trials, demos, or direct vendor communication
  • Data security and compliance certifications (SOC2, GDPR, etc.) should be confirmed directly with the vendor

Recommended for

  • Businesses willing to conduct thorough vendor evaluation before adoption
  • Users seeking niche or specialized analytics features not covered by mainstream tools
  • Companies that can request a trial period to test functionality firsthand
  • Organizations comfortable working with newer or less-established SaaS vendors

Refactor.io videos

No Refactor.io videos yet. You could help us improve this page by suggesting one.

Add video

Bloom Analytics videos

Bloom - Profit Tracking App for Shopify Businesses

Category Popularity

0-100% (relative to Refactor.io and Bloom Analytics)
Developer Tools
100 100%
0% 0
Profit Insights
0 0%
100% 100
Productivity
100 100%
0% 0
Analytics Dashboard
0 0%
100% 100

Questions & Answers

As answered by people managing Refactor.io and Bloom Analytics.

How would you describe the primary audience of your product?

Bloom Analytics's answer:

The primary audience includes Shopify e-commerce businesses focused on improving profitability, tracking marketing performance, and making data-driven growth decisions.

Which are the primary technologies used for building your product?

Bloom Analytics's answer:

Bloom Analytics is primarily built using Ruby on Rails to create a fast, reliable, and scalable analytics platform for Shopify businesses.

Who are some of the biggest customers of your product?

Bloom Analytics's answer:

-CAPS -Curio Blvd -OMOYE -thecupcakequeens

Why should a person choose your product over its competitors?

Bloom Analytics's answer:

It is budget friendly, It focuses on Profit calculation and attribution, also helps in customer journey and company performances Profitability.

What makes your product unique?

Bloom Analytics's answer:

Bloom Analytics helps you clearly understand your business profit across products, marketing channels, countries, and order fulfillment. It shows how each part of your store contributes to profit — all from one simple dashboard.

What's the story behind your product?

Bloom Analytics's answer:

While working with Shopify brands, we kept hearing the same feedback that we’re making sales, but we still don’t know our actual profit. It made sense. With ad spending, shipping costs, product costs, discounts, and fees, tracking real profit can get messy quickly. Most store owners find themselves hopping between different dashboards just to understand what’s working. So, we built Bloom Analytics. It’s a simple profit analytics platform that helps Shopify businesses understand- What products are profitable, which countries and campaigns provide the best returns, which ad platforms truly generate profit through multi-touch attribution, and all from one clear dashboard. No confusing spreadsheets. No endless tabs. Just clear profit insights that help brands make better decisions.

User comments

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What are some alternatives?

When comparing Refactor.io and Bloom Analytics, you can also consider the following products

codebeat - Automated code review for Swift

Triple Whale - Triple Whale helps ecommerce brands make better decisions with better data.

PullRequest.com - Code review as a service

BeProfit - Track and understand your Shopify data. Optimize profits!

CodeStream - CodeStream helps development teams resolve issues faster, and improve code quality by streamlining code reviews inside your IDE

Conversific - Conversific is a Business Intelligence platform designed to capture and analyze the data from your Shopify store. It includes built-in tips from ecommerce gurus and provides instant guidance.