Comparison
Mojobase vs Polar Analytics
Polar Analytics is an ecommerce analytics and AI platform that puts a brand's sales, marketing and customer data in its own Snowflake warehouse, with dashboards, attribution, a pixel and MCP, with plan prices available by quote. Mojobase's Numbers reads Shopify, Amazon and the ad platforms for daily sales and spend, beside email and support. No profit, bank or bookkeeping.
Updated . Every Polar Analytics fact is linked to Polar Analytics's own site, with the date we checked it
How do Mojobase and Polar Analytics compare, side by side?
Polar Analytics: Ecommerce analytics and AI platform that puts a brand's sales, marketing and customer data in its own Snowflake warehouse and exposes it through dashboards, Slack and MCP. Mojobase: email, team chat, calendar, documents, tasks, customers, numbers and the Handbook in one place, with AI that works across all of it.
| What matters | Mojobase | Polar Analytics |
|---|---|---|
| What it is | Numbers inside one place with Email, Team chat, Calendar, Documents, Tasks, Customers and the Handbook | Ecommerce analytics and AI platform that puts a brand's sales, marketing and customer data in its own Snowflake warehouse and exposes it through dashboards, Slack and MCP.1 |
| Who it's for | Built for 1 to 25 people, and it works well for teams up to 100 | DTC and Shopify brands ($1M to $500M+ in annual GMV), ecommerce agencies managing brand portfolios, and enterprise omnichannel retailers. Polar says 4,000+ brands and agencies use it.2 |
| Price | $39 a month for the first person, $25 for each after, whatever your sales | Price on request (contact sales)3 |
| Where the data lives | Daily totals per source, kept in Numbers on Mojobase's server in Helsinki; disconnecting deletes them | Dedicated Snowflake database per customer ('you hold the keys') and 400+ pre-built ecommerce metrics in a semantic layer.4 |
| Reporting | One fixed page: total sales, ad spend, return on ad spend and orders, by channel and ad platform. No dashboard builder or attribution | Business Intelligence: dashboard library, custom reporting, multi-touch attribution, goal tracking, alerts and scheduled reports.5 |
| Tracking | No pixel; sales come from Shopify and Amazon reports | First-party Polar Pixel with lifetime ID and cross-device tracking.6 |
| Data sources | Shopify, Amazon, Meta Ads, Google Ads and Amazon Ads, plus Stripe; read-only | 45+ native one-click data sources (Shopify, Meta Ads, Google Ads, TikTok Ads, Klaviyo, Amazon, Recharge and more); connector directory lists 300+ ecommerce tools in nine categories.7 |
| MCP | One MCP server for the numbers and the rest of the business, on every plan | Polar MCP ('Polar Headless MCP'): one MCP endpoint over the semantic layer; official Claude and ChatGPT connector; works with any MCP-compatible tool (Lovable named).8 |
Prices are in US dollars a month, before tax. Polar Analytics's prices change; the numbers link to where we read them.
Which should you choose, Mojobase or Polar Analytics?
Choose Polar Analytics if
- You're a brand with $1M or more in annual GMV that wants a warehouse, a semantic layer and dashboards it owns.
- You need multi-touch attribution, a first-party pixel and incrementality testing.
- You want Klaviyo audiences and conversion signals sent back to Meta and Google Ads.
Choose Mojobase if
- You want yesterday's sales and ad spend in one line, next to the supplier emails, support and tasks that explain them.
- You'd like the AI to flag what changed and draft what follows, without an analytics stack to run. Mojobase is built for 1 to 25 people, and it works well for teams up to 100.
- You want a price per person that doesn't grow with your sales.
What's the real difference between Mojobase and Polar Analytics?
Polar Analytics is a data platform for ecommerce brands. Each customer gets a dedicated Snowflake database with more than 400 pre-built ecommerce metrics in a semantic layer, a first-party pixel, multi-touch attribution, dashboards, alerts and scheduled reports, with data activations that send audiences to Klaviyo and conversion signals to Meta and Google Ads. It serves DTC and Shopify brands from $1M to $500M or more in annual GMV, and agencies.
Mojobase's Numbers answers a smaller question every morning: how much did we sell, what did the ads cost, and what changed? Total sales across Shopify and Amazon, total ad spend across Meta, Google and Amazon Ads, return on ad spend and orders, each against the period before. It stays simple on purpose, because the value is in the AI seeing those numbers beside the email, support inbox and tasks.
How does the AI compare?
Polar's AI includes Ask Polar inside Business Intelligence, Polar Operator as an agent in Slack, and an AI Data Engineer for adding data sources by asking; its Headless MCP gives Claude, ChatGPT and other tools one endpoint over the semantic layer. AI Agents are included in the Core plan.
Mojobase's AI reads Numbers through the same tools as everything else. The morning sweep and Friday review flag what's unusual, such as ad spend up on last week while sales are flat, and say which campaigns account for it. From there it can draft the email to the agency or make a task, or answer a customer whose order was late. It never changes an ad or a store.
How do the prices compare?
Polar asks visitors to book a demo for pricing. Its Core plan includes Business Intelligence, AI Agents and Data Activations, while Custom lets buyers choose products; the pricing page publishes no amounts. Mojobase is $39 a month for one person and $89 for three, or $29 and $67 for the first 10 companies, however much you sell.
Where is Polar Analytics the better choice?
Polar is the better choice for an ecommerce brand that takes data seriously. A warehouse you hold the keys to, unlimited historical data, a semantic layer, attribution, a pixel, incrementality testing with a data scientist, audience syncs and more than 45 one-click data sources go far beyond Numbers, which has no profit, bank, bookkeeping, pixel or attribution. Choose Mojobase when the daily numbers are one input among many and you want them where the rest of the store is run.
Questions people ask
How much does Polar Analytics cost?
Polar's pricing page lists Core and Custom plans, Business Intelligence, Klaviyo Audiences and Headless MCP without publishing prices. It asks visitors to book a demo for a quote. Mojobase is $39 for the first person and $25 for each after.
Does Mojobase show profit?
No. Numbers shows sales, orders, average order, ad spend and return on ad spend, but not profit, which needs product costs and platform fees. There's no bank connection or bookkeeping either. Numbers reads your company's Stripe invoices and shows what is owed in US dollars. Reminder drafts include Stripe's payment link and wait for a person to send; Stripe creates the invoices, takes payments and records their status.
Does Mojobase have attribution like Polar?
No. Mojobase has no pixel and no attribution models. Return on ad spend is total sales divided by total ad spend, and each ad platform's claim of the sales its ads made is shown as that platform's own figure.
Which platforms does Mojobase read?
Shopify and Amazon for sales and orders, Meta Ads, Google Ads and Amazon Ads for spend and claimed sales, and Stripe for payments and invoices, all read-only and in US dollars. Polar lists 45 or more one-click sources, including TikTok Ads, Klaviyo and Recharge.
Can I ask an AI about my numbers in both?
Yes. Polar offers Ask Polar inside its Business Intelligence and an MCP endpoint over its semantic layer for Claude and ChatGPT. In Mojobase, ⌘K answers "what did Amazon do yesterday?" with the numbers, and the morning sweep flags anything unusual.
Sources
- Polar Analytics: What it is. polaranalytics.com/llms.txt, checked 7 Nov 2026.
- Polar Analytics: Who it’s for. polaranalytics.com/llms.txt, checked 7 Nov 2026.
- Polar Analytics: Core Plan. polaranalytics.com/pricing, checked 7 Nov 2026.
- Polar Analytics: Feature. polaranalytics.com/pricing, checked 7 Nov 2026.
- Polar Analytics: Feature. polaranalytics.com/pricing, checked 7 Nov 2026.
- Polar Analytics: Feature. polaranalytics.com/pricing, checked 7 Nov 2026.
- Polar Analytics: Integrations. polaranalytics.com/connectors, checked 7 Nov 2026.
- Polar Analytics: Agents and MCP. polaranalytics.com/ai/mcp, checked 7 Nov 2026.
- Polar Analytics: Core Plan includes. polaranalytics.com/pricing, checked 7 Nov 2026.
- Polar Analytics: Custom Plan includes. polaranalytics.com/pricing, checked 7 Nov 2026.