Trust and transparency
DriveMath editorial standards
DriveMath is designed to be useful before it is designed to monetize. This page explains how the site approaches research, recommendations, sourcing and calculator content so readers know what they are reading.
1. The goal of the site
DriveMath exists to help readers make better car decisions with fewer blind spots. Some pages answer direct money questions through calculators. Other pages compare vehicles, explain powertrain choices, summarize ownership trade-offs or narrow a buyer’s short list. The common principle is that the page should help a person make a better decision than they could make from a thin specification list alone.
2. What counts as original value
DriveMath does not aim to win by posting dozens of short pages that restate a headline figure. A useful page should do one or more of the following: explain how a number changes the decision, connect several cost categories into one conclusion, translate technical differences into everyday buyer language, or help a reader narrow the field. That is why the site contains calculators, scenario-based guides, model reviews, Quebec-specific explainers and interactive tools like the Car Finder.
3. Source standards for factual claims
When a page makes a claim that depends on an external fact, DriveMath prefers primary sources. That typically means manufacturer websites for model specifications and pricing context, Natural Resources Canada for fuel-consumption references, and Canadian or Quebec government sources when public rules matter. Source links are used to support factual claims; DriveMath still adds original explanation around those facts instead of repeating source wording without analysis.
4. How recommendations are built
DriveMath recommendations are editorial judgments supported by a framework. The site considers factors such as purchase price range, financing impact, efficiency, body style, practicality, winter suitability, performance, day-to-day livability and how a buyer is likely to use the vehicle. Interactive tools may convert those considerations into a score so the shortlist is easier to understand. The score is a decision aid, not a universal truth.
Live inventory and marketplace data
The Car Finder is designed to separate editorial recommendation logic from live availability. When live inventory is enabled, candidate listings are requested from an automotive inventory API intended for application access, then DriveMath ranks those returned listings using the buyer's filters and priorities. DriveMath does not pretend a cached editorial list is live inventory, and it does not automate collection from websites whose published terms prohibit scraping. Marketplace availability changes quickly, so users should always open the source listing and confirm price, fees, condition and availability before acting.
5. No paid rankings
DriveMath does not sell a higher recommendation slot to a manufacturer or dealer. If a page contains affiliate relationships or sponsorships in the future, those relationships should be disclosed clearly and should not override the site’s ranking logic or calculator results.
6. How calculator pages are written
Calculator pages are not meant to be empty tools surrounded by a title. Each calculator should explain what question it answers, what to enter, what assumptions are built into the estimate, what the result means and where it can mislead. The methodology page exists because a calculator is only useful when the user understands what is inside the black box.
7. Update approach
Vehicle pricing, rebates, taxes and model details can change. DriveMath pages are reviewed and updated when the inputs that affect the decision materially change, when a model-year rollover makes an older comparison stale, or when a better source becomes available. Pages that are primarily educational rather than model-specific may require less frequent updates, but they are still reviewed for relevance and clarity.
8. Limits and disclaimers
DriveMath is not a lender, dealership, insurer or government service. A calculator result is not a quote. A recommendation is not a guarantee that a car will be problem-free for every owner. Readers should still confirm final pricing, financing, insurance, energy costs, incentive eligibility and real-world condition before purchasing.
9. Contact and correction route
If you believe a page is materially wrong or no longer current, use the contact page. Corrections and updates matter because the site is meant to help people make decisions with real financial consequences.