What Bloom Analytics does

Bloom Analytics, operated by Dayspring Technologies Private Limited and based in Bangalore, India, is a Shopify-native profit analytics platform serving direct-to-consumer merchants who need visibility into true net profit after COGS, shipping, fulfillment, and advertising costs. The product consolidates revenue, cost, and marketing data into a unified P&L view structured around three layered contribution margins (CM1 after product cost, CM2 after fulfillment, CM3 after marketing spend) and surfaces automated product labels—Star Performer, Margin Leak, Money Pit, and Margin Trap—designed to direct merchant action on scaling, repricing, or discontinuing SKUs.

The platform is differentiated by a proprietary first-party Bloom Pixel that uses fingerprinting plus server-side events to capture full customer journeys without relying on cookies or UTMs, bypassing iOS and ad-blocker limitations that degrade competitor attribution. It supports six attribution models with a 90-day lookback, country-level profitability analysis, dynamic shipping costs via FedEx, and email-channel profit attribution through Klaviyo. A Model Context Protocol (MCP) server connects Bloom data to ChatGPT and Claude, enabling natural-language queries and automated reporting. The company operates on a fully self-serve SaaS subscription model with three feature-based tiers ($20, $40, $80/month), unlimited orders, and a 14-day free trial, distributed primarily through the Shopify App Store with supplementary demo calls and an affiliate program.

Bloom was built by the team behind the Report Pundit and Data Export apps, which collectively serve 10,000+ Shopify merchants; Bloom itself is a newer overlay on that distribution base. Infrastructure runs on AWS with ClickHouse as the analytical warehouse, Stripe handles billing, and the company is GDPR-compliant with a named Data Protection Officer. As of 2026, the company has expanded to roughly 101-250 employees, served customers across at least five countries, and shows no disclosed external funding.

Name

Bloom Analytics

Legal name

Dayspring Technologies Private Limited

Website

https://bloomanalytics.io

Company type

Private

Founded year

2024

Operating status

Operating

Headcount range

101–250 employees

Ownership category

akta.pro rank

Product category

Shopify Profit Analytics Software

SIC

Services-Advertising (7310), Services-Advertising Agencies (7311)

akta.pro primary industry

Performance Analytics, Attribution & Measurement (MMM/MTA) (BPAFACAJ)

akta.pro secondary industries

Data & Analytics for CRM (Attribution, BI, Predictive) (BPAFAFAE), Media Measurement, Attribution & Mix Modeling (MMM/MTA) (BPAFABAN)

Keywords

• Shopify profit analytics
• Marketing attribution software
• Ecommerce P&L tracking
• Contribution margin analysis
• DTC analytics platform

Headquarters

HQ city

Bangalore

HQ country

India

HQ region

Asia

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations

Revenue model

1. SaaS Subscription (Primary): Monthly subscription tiers (Sprout, Grow, Flourish) with pricing based on feature access rather than order volume. All plans include unlimited orders. Additional Shopify stores available at $10/store/month.
2. Affiliate Program: Referral-based affiliate program where partners earn commissions for qualified customer referrals. Subject to approval and validation by Bloom Analytics.

Pricing tiers

Go-to-market motion2 records

Distribution channels3 records

Marketing channels8 records

Core offering

Bloom Analytics is a Shopify-native SaaS platform that consolidates revenue, COGS, shipping costs, ad spend, and operating expenses into a unified P&L view, exposing true net profit through layered contribution margin analysis (CM1/CM2/CM3). The product targets Shopify direct-to-consumer merchants and combines a first-party Bloom Pixel for attribution with Product Intelligence labeling, multi-model marketing attribution, and an MCP server for AI assistant connectivity.

Product overview

Bloom Analytics is a unified Shopify-native profit analytics platform consisting of a core product with three pricing tiers (Sprout at $20/month, Grow at $40/month, and Flourish at $80/month). The platform is built around a layered profit analysis system using CM1, CM2, and CM3 contribution margins, complemented by a first-party Bloom Pixel for marketing attribution, Product Intelligence for automated product categorization, and MCP integrations for AI assistant connectivity. The Sprout tier provides core profit tracking, Grow adds product intelligence and LTV analysis, and Flourish delivers full marketing attribution with 6 models and AI assistant connections.

Differentiator

Problem solved

Functional benefit

Products and services

• Bloom Analytics Platform A Shopify-native profit analytics SaaS platform for direct-to-consumer ecommerce merchants that consolidates revenue, COGS, shipping, ad spend, and operating costs into a unified P&L. Built around contribution margin layers (CM1, CM2, CM3), multi-model attribution, Product Intelligence, and MCP-based AI assistant integrations. Distributed via the Shopify App Store and direct website self-serve.

Quantifiable outcome

• Up to 40-60% lower cost than Triple Whale for stores in the $1M-$3M revenue range
• +2 more outcomes

Named customers8 records

Segments4 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration15 records

AI capability6 records

Feature7 records

Partnerships

Five partnerships are on record, tiered core.

• AWS (Amazon Web Services)coreTechnology or IntegrationAWS is engaged for server and data integration services, facilitating aggregation and secure transfer of data. They are based in the United States, adhering to high standards of data security and privacy. AWS is Bloom's primary cloud infrastructure provider.
• ClickHousecoreTechnology or IntegrationProvides cloud-based data warehousing services, crucial for data processing and storage. Located in the United States, they comply with stringent data security and privacy standards. Used for analytical query processing.
• StripecoreTechnology or IntegrationPayment processor for subscription billing. Payment data is stored by Stripe, not by Bloom Analytics. Bloom does not handle or store credit card numbers directly.
• ShopifycoreTechnology or IntegrationPlatform partner and primary distribution channel. Bloom Analytics is a Shopify-native app available on the Shopify App Store. Integrates with Shopify orders, products, checkout, and theme system.
• KlaviyocoreTechnology or IntegrationEmail marketing platform integration. Bloom measures contribution margin for every Klaviyo campaign and flow, giving email the same profit-level visibility as paid channels.

Scale indicators1 record

Recent moves6 records

Expansion highlights5 records

Broad incumbents

• Rockerbox: Established marketing attribution and mix-modeling platform serving ecommerce and DTC brands. Broader enterprise positioning but overlapping attribution and marketing-measurement capability.
• Daasity: Ecommerce data platform providing analytics, attribution, and BI for Shopify and omnichannel brands. Overlaps with Bloom at the data-warehousing and attribution layer but serves larger enterprise merchants.

Direct peers

• Northbeam: Multi-touch attribution and marketing analytics platform for DTC ecommerce. Competes directly with Bloom's attribution module across Shopify and broader ecommerce merchants.
• Triple Whale: Direct competitor offering Shopify-native profit analytics, attribution, and ad-spend dashboards. Bloom explicitly benchmarks against Triple Whale on pricing and features in its comparison content.
• Lifetimely: Direct competitor focused on LTV, retention, and cohort analytics for Shopify. Overlaps with Bloom's Grow-tier LTV and Product Intelligence features.
• BeProfit: Direct competitor providing Shopify profit and expense tracking with subscription-based tiers. Listed by Bloom as a primary comparison alternative for profit analytics.
• Elevar: Shopify data and analytics platform providing server-side tracking and attribution. Competes with Bloom Pixel on tracking accuracy and with the broader analytics stack.
• Peel: Ecommerce analytics and LTV platform for Shopify and other platforms. Overlaps with Bloom on customer LTV tracking and product-level analytics for DTC merchants.
• TrueProfit: Direct competitor in Shopify profit tracking and analytics. Bloom maintains a dedicated comparison page positioning itself as a more affordable alternative to TrueProfit Enterprise.
• Polar Analytics: Shopify-native analytics and attribution platform offering profit dashboards and ad-spend tracking. Direct overlap with Bloom across the Shopify merchant segment.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat5 records

Key risks5 records

Key highlights7 records

Customer concentration

• Xx.com/BloomAnalytic

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Bloom Analytics