Bloom Profit Analytics vs RabbitROI: COD Form & Profit
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 7, 2026.
The short answer
- On the Shopify App Store: Bloom Profit Analytics 5.0 from 47 reviews and RabbitROI 5.0 from 5 reviews.
- Only Bloom Profit Analytics lists a free plan. Paid plans start at $20/month for Bloom Profit Analytics and $8/month for RabbitROI.
- RabbitROI lists 7 features Bloom Profit Analytics’s listing doesn’t mention, including Custom reports, Event tracking, Marketing attribution.
Head to head
- United States
- United Kingdom
- Australia
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Start
- · Ad platform Metrics (Meta & Google)
- · Cohort & Customer Metrics
- · Dashboard Overview
- · Fixed Cost Settings
- · Last 7 Days Data
- · Profit Table (Shopify)
Sprout
- · Bloom Pulse (Daily Insights)
- · Custom COGS & Shipping Cost
- · Detailed Profit & Loss Table
- · Marketing Metrics and Custom Settings
- · My Metrics & Email Summary
- · Order-Level Profit
Grow
- · All in Sprout Plan
- · Amazon Profit & Loss
- · CLTV, Custom Dashboard
- · Claude & ChatGPT MCP
- · Email Campaign Profits
- · Goals, Targets and Shopify Markets
Flourish
- · Ad Intelligence (coming soon)
- · All in Grow Plan
- · Ask Bloom (AI Insights)
- · Channel Profits
- · Country-Level ROAS & Profits
- · Marketing Attribution/ Campaign Analysis
Free
- · 70 new orders per month
- · Email support
- · Live courier delivery status
- · Meta and TikTok ad spend tracking
- · One-page COD checkout form
- · Profit after ad spend, COGS and fees
Basic
- · 1,000 new orders per month
- · 3 months of past orders included
- · Live courier delivery status
- · Meta and TikTok ad spend tracking
- · One-page COD checkout form
- · Profit after ad spend, COGS and fees
Growth
- · 5,000 new orders per month
- · 6 months of past orders included
- · Live courier delivery status
- · Meta and TikTok ad spend tracking
- · One-page COD checkout form
- · Profit after ad spend, COGS and fees
Unlimited
- · 12 months of past orders included
- · Live courier delivery status
- · Meta and TikTok ad spend tracking
- · One-page COD checkout form
- · Profit after ad spend, COGS and fees
- · Return risk and RTO reporting
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureBloom tracks real time profit you keep after COGS, shipping, ad spend, and expenses across Shopify and Amazon with a clean dashboard and breakdown, so you know what is growing or draining your business. See profit performance across orders, products, and campaigns, with AI insights that tell you what to scale, fix or cut. Track which channels drive profitable sales, not just conversions, and know POAS.
RabbitROI is a cash on delivery (COD) order form and profit tracker for Shopify stores. Shoppers order on a one-page form with your own fields, a city dropdown, quantity offers, bundles and upsells. Every COD order is then tracked with Leopards, TCS, PostEx and other couriers, and each customer gets a delivery rating, so you can confirm risky orders before they turn into RTO.
- Profit Analytics: Understand & track what drives your store's sales & net profit
- Product Metrics: Track product journey from 'page views' to 'carts' to 'sales'
- Expense Tracker: Simplified tracking system for a more accurate profit analysis
- Marketing & Ads: Get consolidated ROAS and POAS from ad spend across channels
- Profit per order, product and campaign, after ad spend, cost, shipping and fees
- Meta and TikTok ad spend matched to the Shopify orders it actually produced
- A one-page cash-on-delivery order form that replaces checkout on your storefron
- Upsells and pop-up offers that raise the value of each order
All the numbers
Every figure, side by side
A green dot marks the app ahead on a measured figure. Estimates, gaps and apps that leave no storefront trace never take the lead.
Adoption
| Measure |  Bloom Profit Analytics |  RabbitROI |
|---|---|---|
| Detected stores | 277 | Not published |
| Net store change, 28 days | +4 | 0 |
| Stores added, 28 days | 11 | Not enough data |
| Big-brand share | 30% | Not enough data |
| Top store categories | Apparel & Accessories, Health & Beauty, Home & Garden | Not published |
| Top store countries | United States, United Kingdom, Australia | Not published |
Reviews
| Measure | Bloom Profit Analytics | RabbitROI |
|---|---|---|
| App Store rating | 5.0 ★ | 5.0 ★ |
| App Store reviews | 47(ahead) | 5 |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | 5% | Not enough data |
Pricing
| Measure | Bloom Profit Analytics | RabbitROI |
|---|---|---|
| Free plan | Yes | Not listed |
| Lowest paid monthly plan | $20/month | $8/month(ahead) |
| Longest free trial | 14 days | Not listed |
| Plans listed | 4 | 4 |
Listing
| Measure | Bloom Profit Analytics | RabbitROI |
|---|---|---|
| Shopify category rank | #35(ahead) | #88 |
| Shopify App Charts | #6 on Pricing moves in Analytics | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Oct 15, 2024 | Sep 21, 2026 |
| Languages | 1 | 3 |
| Developer | Estore Automate | Tele Sky Shop |
FAQ
Bloom Profit Analytics and RabbitROI: common questions
- Is Bloom Profit Analytics or RabbitROI cheaper?
- Only Bloom Profit Analytics lists a free plan. Paid plans start at $20/month for Bloom Profit Analytics and $8/month for RabbitROI. Shoplist compares base prices only between monthly plans in the same currency; usage charges and annual plans vary, so check each plan’s limits.
- Which has better reviews, Bloom Profit Analytics or RabbitROI?
- On the Shopify App Store: Bloom Profit Analytics 5.0 from 47 reviews and RabbitROI 5.0 from 5 reviews.
- What features does each app list that the other doesn’t?
- Bloom Profit Analytics lists 5 the others don’t mention, such as Cohort analysis, Custom dashboards, Lifetime value (LTV), Page views. RabbitROI lists 7 the others don’t mention, such as Custom reports, Event tracking, Marketing attribution, Notifications. A feature missing from a listing may still be supported; this compares what each App Store listing says.
- Where does this comparison’s data come from?
- Shoplist crawls Shopify storefronts to detect which apps each store runs, and reads each app’s Shopify App Store listing for reviews, pricing, features and integrations. Store counts are as of Nov 7, 2026; estimated figures are labeled.
How Shoplist compares apps
Store counts come from Shoplist’s crawl of Shopify storefronts, which detects the apps each store runs; they are as of Nov 7, 2026. Reviews, ratings, plans, features and integrations come from each app’s Shopify App Store listing. 28-day figures are labeled when estimated, and a figure that is missing or estimated never decides who leads. Read the methodology.