Rankings and Reviews Methodology
How Farmington Voice approaches occasional rankings, reviews and comparisons, including sources, criteria, scoring, commercial independence and updates.
Farmington Voice publishes occasional rankings, comparisons and reviews to help readers understand products, services, institutions and other subjects relevant to Michigan. This page explains how we select, evaluate and update ranked or reviewed items.
What We Rank or Review
Possible subjects include local services, education-related resources, housing, transportation, consumer products and services, technology, automotive products and other practical topics relevant to Michigan readers.
Rankings and reviews are not the primary focus of Farmington Voice.
Data Sources
Depending on the subject, sources may include:
- Government documents and public datasets;
- Public records;
- Regulatory materials;
- Company filings;
- Official company information;
- Product documentation;
- Pricing pages;
- Academic or institutional research;
- Technical documentation;
- Expert input where relevant;
- Original editorial research;
- Reputable third-party datasets.
User reviews are not treated as a standard primary scoring source unless a particular article explicitly explains their use.
Evaluation Criteria
- Relevance;
- Transparency;
- Pricing and value;
- Features and capabilities;
- Availability;
- Safety and compliance where relevant;
- User experience where reasonably assessable;
- Reputation and documented record;
- Data quality;
- Update frequency.
Scoring and Ordering
Not all rankings use a numerical score. Some rankings are ordered by editorial assessment based on disclosed criteria.
Where numerical scoring is used, the relevant factors should be sufficiently explained for readers to understand the result.
Commercial Relationships
Advertisers cannot purchase a positive review, higher score, recommendation or editorial ranking position.
Paid visibility does not determine editorial ranking position.
Farmington Voice does not currently use affiliate marketing or paid ranking products.
Updates
Rankings may change when pricing, availability, products, regulations, safety information or other material evidence changes.
Limitations
No ranking can account for every individual need or every available option. Readers should verify important details directly before making consequential decisions.
Farmington Voice rankings are informational and are not personalized medical, legal, financial, tax, investment or other professional advice.
Feedback
Questions or evidence relating to a ranking may be sent to contact@farmingtonvoice.com.
35500 Grand River Avenue, Suite 500
Farmington, MI 48335
United States