At PipsPal, we believe traders deserve honest, unbiased broker recommendations. Our methodology combines 100+ data points, real trading account testing, and continuous monitoring to provide accurate compatibility scores. This page explains exactly how we evaluate brokers and generate your personalized matches.

Rating Categories

Every broker in our database is scored across six key categories. Each category carries a different weight based on its importance to trader success and safety.

Regulation & Safety

25%

The most critical factor. We verify all regulatory claims directly with authorities.

  • Tier-1 regulator status (FCA, ASIC, etc.)
  • Client fund segregation
  • Investor compensation schemes
  • Negative balance protection
  • Years in operation

Costs & Fees

20%

We analyze the true cost of trading including hidden fees many brokers don't advertise.

  • Spreads (average & minimum)
  • Commission structures
  • Overnight swap rates
  • Deposit/withdrawal fees
  • Inactivity charges

Trading Platform

18%

Platform quality directly impacts your trading experience and execution.

  • Platform options (MT4, MT5, etc.)
  • Execution speed
  • Mobile app quality
  • Charting tools
  • Order types available

Instruments & Markets

15%

Access to diverse markets allows for better portfolio diversification.

  • Forex pairs available
  • CFD range (indices, stocks, crypto)
  • Commodity offerings
  • ETFs and bonds
  • Market depth

Education & Research

12%

Quality resources help traders improve and make informed decisions.

  • Educational content quality
  • Market analysis
  • Trading tools
  • Demo account features
  • Webinars & tutorials

Customer Support

10%

Responsive support is crucial when you need help with your account.

  • Support channels available
  • Response times
  • Language support
  • 24/7 availability
  • Quality of responses

How AI Matching Works

Our AI matching algorithm goes beyond simple filtering. It analyzes your trading profile against each broker's strengths and weaknesses to calculate a personalized compatibility score.

1

Profile Analysis

We collect 8 key data points about your trading preferences: experience level, available capital, risk tolerance, trading style, preferred instruments, platform requirements, regulation importance, and trading goals.

2

Weight Adjustment

Based on your profile, we dynamically adjust category weights. For example, if you're a beginner, education resources are weighted higher. If you're a scalper, execution speed and spreads become more important.

3

Broker Scoring

Each broker is scored against your adjusted criteria. We calculate compatibility across all 100+ data points, factoring in your specific needs and the broker's documented strengths.

4

Result Generation

Brokers are ranked by compatibility percentage. We also generate personalized explanations for each match, highlighting why that specific broker suits your trading profile.

Our Data Sources

We gather information from multiple verified sources to ensure accuracy and reliability. Our data is continuously updated to reflect current broker offerings.

Regulatory Bodies

Direct verification with FCA, ASIC, CySEC, and other regulators

Live Account Testing

Real trades on funded accounts to verify execution

Broker Websites

Official documentation, terms, and disclosures

Market Data

Real-time spread monitoring and execution analysis

User Feedback

Verified trader reviews and experiences

Continuous Monitoring

Automated systems track changes in real-time

Our Commitment to Independence

Trust is earned through transparency. Here's how we maintain objectivity in our recommendations.

Editorial Independence

While PipsPal may receive compensation from some brokers, our ratings and matching algorithm are never influenced by commercial relationships.

  • Algorithm integrity: Partnership status has zero impact on compatibility scores or rankings
  • Full disclosure: We clearly identify brokers we have relationships with
  • No paid placements: You cannot pay to appear higher in our matching results
  • Negative reviews included: We publish honest assessments, including weaknesses
  • Regular audits: We periodically review our methodology for bias

Ready to Find Your Perfect Broker?

Now that you understand our methodology, let our AI match you with brokers that truly fit your trading profile.

Start AI Matching