AI For Data Analytics

RawJer AI

A free AI business analyst that analyzes your business data from Excel or CSV files, delivering reasoned answers and recommended actions in seconds.

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RawJer AI

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What is RawJer AI?

RawJer AI is a free AI-powered business analyst tool that lets small business owners upload their data files (Excel, CSV, sales reports, invoices) and ask questions in plain English to get instant analysis and actionable insights.

RawJer AI vs Similar AI Tools

Pricing ModelFreePaidFreeFree, Free Trial, Paid
Free Credits
Key Features
  • Analyzes business data on demand
  • Provides reasoned answers and recommended actions
  • Seasonal alerts and weekly intelligence reports
  • AI-powered discovery tools
  • 6-area deep research (market, competition, revenue, technical, keywords, GTM)
  • Opportunity pipeline and saved queries
  • Read-only SQL queries with row caps and timeouts
  • Context tools that look up metric definitions and gotchas before querying
  • Knowledge store that learns from corrections and human approval
  • Connects to Stripe, GA4, Datafast, and Google Search Console
  • Customizable goals and event triggers
  • Full-screen celebration cards with emoji rain
Pros
  • Free to use
  • No dashboards or complex setup
  • Scans 11 major app ecosystems automatically
  • Saves hours of manual marketplace research
  • Fully self-hosted, no data leaves your infrastructure
  • Read-only access enforced at database level, not just query parsing
  • Very easy to set up and use
  • Fun and engaging notifications
Cons
  • Currently only supports Excel and CSV files
  • May have file size limitations
  • No free tier or trial available
  • Best experience requires Claude Code MCP
  • Requires self-hosting and initial setup effort
  • AI can still be confidently wrong despite guardrails
  • macOS only (requires 14+)
  • Limited integrations (Stripe, GA4, Datafast, Search Console)
Best For
  • Small business owners
  • Cafés and restaurants
  • Developers building app ecosystem integrations
  • Indie hackers seeking validated app ideas
  • Development teams wanting to integrate AI with internal databases
  • Organizations with data privacy requirements
  • SaaS founders
  • Startup teams

How to use RawJer AI?

  1. 1Upload your data (Excel or CSV file).
  2. 2Type any question about your business in plain English.
  3. 3Get a specific answer with reasoning and a recommended action.

RawJer AI Key Features

  • Analyzes business data on demand
  • Provides reasoned answers and recommended actions
  • Seasonal alerts and weekly intelligence reports
  • Works with Excel, CSV, sales reports, invoices
  • No dashboards or analysts required

RawJer AI Use Cases

  • Identify why revenue dropped on a specific day
  • Find which product or menu item has the best margin
  • Determine most profitable clients
  • Analyze staff cost efficiency
  • Discover busiest days of the week

RawJer AI Pricing & Free Credits

RawJer AI currently operates on a Free model.

This tool is completely free to use

Free

$0

Full access to upload files and ask unlimited questions

RawJer AI Pros & Cons

Pros

  • Free to use
  • No dashboards or complex setup
  • Instant answers with reasoning
  • Works with common business file formats

Cons

  • Currently only supports Excel and CSV files
  • May have file size limitations
  • No visual data dashboard

What is RawJer AI best for?

  • Small business owners
  • Cafés and restaurants
  • Law firms and consultants
  • Retail stores
  • Manufacturing and logistics companies

RawJer AI FAQ

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