Methodology & Rating System

Last Updated: April 2026 | willstreet.ca

Every AI tool, financial app, and software product reviewed on WillStreet receives a WillStreet Score — a weighted, multi-dimensional rating built specifically for the Canadian market. This page explains exactly how that score is calculated, what each dimension measures, and why we built it this way.

We publish this methodology publicly for one reason: trust is only meaningful when it’s verifiable. You should never have to take our word for it.

Why We Built Our Own Rating System

Most tool rating systems online are built on one of two broken models: a simple star rating submitted by anonymous users, or a paid ranking disguised as editorial. Neither gives a Canadian reader what they actually need to know.

The WillStreet Score was built to answer a different question: Is this tool worth paying for in Canadian dollars, for a Canadian use case, in 2026?

That question has five parts. Each part becomes a scored dimension.

The Five Dimensions

Dimension	Weight	What It Measures	Score Range
Ease of Use	20%	How quickly a non-technical Canadian gets real value from the tool — not just how slick the UI looks	0–20 points
Value for Money	25%	Price vs. features vs. Canadian alternatives — evaluated in CAD at current verified pricing	0–25 points
Core AI Capability	30%	How well the AI actually performs its primary function — accuracy, depth, reliability	0–30 points
Canadian Relevance	15%	CAD pricing availability, Canadian data sources, compliance with Canadian regulations, local support	0–15 points
Support Quality	10%	Documentation depth, customer service responsiveness, community resources, onboarding quality	0–10 points

WillStreet Score Formula:(Ease of Use × 0.20) + (Value for Money × 0.25) + (Core AI Capability × 0.30) + (Canadian Relevance × 0.15) + (Support Quality × 0.10)Maximum possible score: 10.0 | Scores are rounded to one decimal place.

Dimension Breakdown — What We Actually Measure

1. Ease of Use (20 points)

We evaluate ease of use from the perspective of someone using this tool for the first time with no technical background — because that describes most of our readers.

Time to first useful output: Can a new user get meaningful results within 10 minutes?
Interface clarity: Are features labelled clearly? Is the learning curve reasonable?
Setup friction: How many steps, integrations, or configurations are required before the tool does anything useful?
Mobile usability: Does the tool work on a phone? This matters for Canadian users managing finances on the go.

Score 18–20: Immediately usable. No friction. A non-technical person is productive within minutes.

Score 12–17: Usable but requires some setup or learning. Still accessible to motivated beginners.

Score 0–11: Significant friction. Requires technical knowledge or extended onboarding before delivering value.

2. Value for Money (25 points)

This is the most weighted non-AI dimension because it’s the most Canadian-relevant. A tool that costs $30 USD/month is not the same as a tool that costs $30 CAD/month — and most reviewers don’t make that distinction. We always do.

All pricing is verified in CAD at current exchange rates before publication.
We compare against the best free alternatives available to Canadians.
We evaluate whether the paid tier genuinely justifies the upgrade from free.
We assess whether the tool’s pricing is transparent or hidden behind sales calls.

Score 22–25: Exceptional value. Clear pricing. Meaningful advantage over free alternatives at a reasonable CAD cost.

Score 15–21: Fair value. Pricing is reasonable but free alternatives may cover most use cases.

Score 0–14: Questionable value. Overpriced relative to features, or free alternatives are nearly equivalent.

3. Core AI Capability (30 points)

This is the highest-weighted dimension because it’s the most fundamental: does the AI actually work?

Accuracy: Does the tool produce correct, reliable outputs for financial use cases?
Depth: Does it go beyond surface-level responses to genuinely useful analysis?
Consistency: Does it perform reliably across multiple sessions and use cases, or is it hit-and-miss?
Canadian context: Does the AI understand Canadian financial terms, regulations, and products — or does it default to American context?

Score 27–30: Best-in-class AI performance for this use case. Accurate, deep, consistent, and Canada-aware.

Score 18–26: Solid AI performance with some gaps. Reliable for most use cases but not exceptional.

Score 0–17: Significant AI limitations. Inaccurate, shallow, or unreliable enough to affect usefulness.

4. Canadian Relevance (15 points)

This dimension exists because most AI tool reviews are written for an American audience. WillStreet is not. A tool that scores 9/10 in a US review might score 6/10 for a Canadian user who can’t pay in CAD, can’t access certain features, or gets irrelevant financial guidance.

CAD pricing: Is the tool priced in CAD, or does it force currency conversion?
Canadian availability: Does the tool fully function for Canadian users, or are features restricted?
Canadian data and context: Does the AI understand TFSA, RRSP, FHSA, and Canadian tax rules?
Canadian compliance: Does the tool meet PIPEDA requirements for data handling?
Local support: Is there Canadian customer support, or only US-based help desks with incompatible hours?

Score 13–15: Fully Canadian. CAD pricing, full feature access, Canadian-aware AI, PIPEDA-compliant.

Score 8–12: Partially Canadian. Available and functional but with some gaps in localization or pricing.

Score 0–7: Primarily US-focused. Canadian users experience meaningful limitations.

5. Support Quality (10 points)

Documentation: Is there clear, comprehensive help documentation available?
Response time: How quickly does support respond to issues?
Community: Is there an active user community for peer support and learning?
Onboarding: Does the tool provide guided setup, tutorials, or templates to accelerate the learning curve?

Score 9–10: Excellent support. Comprehensive docs, fast response, active community.

Score 6–8: Adequate support. Documentation exists but may be incomplete. Response times variable.

Score 0–5: Poor support. Sparse documentation, slow response, minimal community resources.

Score Interpretation

Score Range	What It Means for Canadian Users
9.0 – 10.0	Exceptional. Best-in-class for Canadian use. Highly recommended for the specific audience noted in the review.
8.0 – 8.9	Excellent. Strong performer with minor limitations. Recommended for most Canadians in the target use case.
7.0 – 7.9	Good. Solid tool with some gaps. Recommended with caveats — read the full review before committing.
6.0 – 6.9	Fair. Functional but outperformed by alternatives for most Canadian users. May suit a specific niche.
5.0 – 5.9	Below average. Notable weaknesses. Only consider if no better alternative exists for your specific situation.
Below 5.0	Not recommended. Significant limitations make this tool a poor choice for most Canadian users at this time.

What the WillStreet Score Is NOT

The WillStreet Score is never influenced by affiliate relationships.A tool we earn commission from can score lower than a free tool. A tool with no affiliate program can score 9.5. The score reflects our honest assessment — not our revenue. Our affiliate disclosure appears separately on every article that contains affiliate links.

It is not a popularity contest. User volume does not factor into our scoring.
It is not static. Scores are re-evaluated when pricing, features, or Canadian availability changes materially. Every listing shows a Last Verified date.
It is not universal. A tool scoring 8.2 for investors may score 6.5 for accountants. Each review specifies the target audience the score applies to.
It is not AI-generated. The final score and verdict are always set by a human editor, not produced automatically.

How We Test

Every tool reviewed on WillStreet is tested directly — not evaluated from marketing materials alone. Our testing process:

Sign up for the tool using a real account at the publicly available price tier most relevant to our readers.
Use the tool for a minimum of one week across the specific use cases described in the review.
Test the tool specifically for Canadian scenarios — Canadian tax questions, CAD amounts, TFSA and RRSP contexts.
Verify all pricing in CAD at the current exchange rate on the date of publication.
Check Canadian availability, feature restrictions, and PIPEDA compliance documentation.
Assign scores per dimension using the rubric above.
Calculate the weighted final score.
Write the verdict, pros, tradeoffs, and Skip If section — with honesty, even when it costs a commission.

Keeping Scores Current

Financial tools change. Pricing changes. Features get added or removed. Canadian availability shifts. A score that was accurate in January may not reflect the tool accurately in October.

WillStreet uses an Update Trigger system. Every reviewed tool is flagged for re-evaluation when:

Pricing changes by more than 10% in either direction
A major feature is added or removed that affects any scored dimension
Canadian availability, compliance status, or CAD pricing changes
WillStreet reader feedback identifies a material inaccuracy

Every review displays a Last Verified date. If that date is more than six months old and you’re making a significant purchase decision, we recommend verifying current pricing directly with the provider.

Questions About Our Scoring

If you believe a score is incorrect, outdated, or missing important context, we want to know. Email will@willstreet.ca with the subject line “Score Feedback — [Tool Name].” We review every submission and update scores when the feedback is substantiated.

We do not accept payment, sponsorship, or any other compensation to influence WillStreet Scores. That is non-negotiable and permanent.

WillStreet Score Methodology | Version 1.0 | April 2026

willstreet.ca | will@willstreet.ca | Toronto, Ontario, Canada