Bills.com Personal Loan Review Methodology
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Every personal loan review on Bills.com is built from six weighted criteria—rates, terms, accessibility, application process, customer experience, and transparency. Each lender scores 0 to 10 on each criterion, and those scores combine into a single weighted rating. Here's exactly how it works.
Table of Contents
You're comparing personal loans and you want to know which site to trust. A rating without a methodology behind it is just a number someone made up. Bills.com publishes its criteria, weights, and data sources so you can see the logic—and decide for yourself whether it matches what matters to you.
The framework below governs every lender review on the site. It incorporates six criteria, a 0 to 10 scoring scale with half-points, and primary sources only.
The six criteria
The table below shows each criterion, its weight in the overall score, what we measure, and what earns a high score.
| # | Criterion | Weight | What we look at | What earns a high score |
|---|---|---|---|---|
| 1 | Interest rates & fees | 25% | APR range vs. market; origination fee (0% to 12% across lenders); prepayment penalties; late fees; available discounts | Low APR floor, zero origination fee, no penalties, multiple discounts stackable |
| 2 | Loan terms & flexibility | 15% | Loan amount range; term lengths; secured-loan option; joint or co-borrower availability; payment-date flexibility | Wide range ($1K+), long terms available, joint and secured options, no use restrictions |
| 3 | Accessibility & eligibility | 15% | Minimum credit score; income requirements; state availability; citizenship eligibility; whether fair-credit borrowers can qualify | Low credit floor (580 or below), no income minimum, all 50 states, accepts non-citizens on valid visas |
| 4 | Application process & speed | 15% | Soft-pull prequalification (yes/no); application channels; document burden; time to approval; time to funding | Soft-pull prequalification, fully online, same-day or next-business-day funding |
| 5 | Customer experience | 15% | Trustpilot score and review volume; BBB rating and accreditation; CFPB complaint history; support availability; mobile app; hardship programs | Trustpilot 4.0+ with 1,000+ reviews, BBB A+ accredited, low CFPB complaints, 7-day support, hardship program available |
| 6 | Transparency & standout features | 15% | Rates and fees published without requiring a form-fill; representative cost example present; unique borrower protections or innovations | Full rate and fee transparency pre-application, at least two meaningful borrower protections, strong digital tools |
What each score means
Every criterion is scored on the same 0 to 10 scale. Half-point increments are allowed. The scale works like this:
| Score | What it means |
|---|---|
| 🟢 9–10 | Excellent—best-in-class on this criterion |
| 🍏 7–8 | Good—above average, minor gaps only |
| 🟡 5–6 | Average—meets expectations, nothing standout |
| 🟠 3–4 | Below average—notable weaknesses on this criterion |
| 🔴 0–2 | Poor—significant shortfall that most borrowers will feel |
Star ratings convert from the overall score: 9 to 10 earns five stars; 7 to 8.9 earns four; 5 to 6.9 earns three; 3 to 4.9 earns two; below 3 earns one.
Where the data comes from
Every fact in a Bills.com lender review comes from a primary or directly verified secondary source. No aggregators. No listicles. Specifically:
- APR ranges and fee schedules from each lender's own rates or disclosures page
- Origination fee data confirmed from first-party lender disclosures—the range across reviewed lenders runs 0% to 12%
- Loan term data confirmed via Congressional Research Service report R48747—personal loan terms typically run two to seven years, though some lenders offer shorter or longer
- Average market rate benchmarked to the Federal Reserve G.19 release—the authoritative source for 24-month commercial bank personal loan rates
- BBB ratings and accreditation status from bbb.org profiles
- Trustpilot scores and review volume from each lender's Trustpilot profile page
- CFPB complaint data from the CFPB Consumer Complaint Database
- State availability confirmed from each lender's application flow or eligibility page—not aggregators
How we handle rates that change
Personal loan rates move. A rate cited today may not be accurate in 90 days. The framework handles this two ways.
For evergreen explanatory pages, we use qualitative phrasing rather than baking in a specific quarterly figure. Personal loan rates vary widely based on credit, income, lender, and current market conditions. As a benchmark, the Federal Reserve publishes the average commercial bank personal loan rate quarterly in its G.19 release.
For lender review pages, we date-stamp every specific rate at publication and flag any rate data sourced more than 90 days ago for re-verification. The lender table in our underlying facts file is refreshed quarterly.
Three rules that protect the scores from gaming
A scoring framework is only as good as the rules that prevent edge cases from distorting it. Three specific rules apply:
Undisclosed credit score minimums default to midpoint
Some lenders don't publish a minimum credit score. Staying vague shouldn't be a free pass on the accessibility criterion. If a lender doesn't disclose its minimum, we score it at 5 out of 10 on accessibility and note the gap. Ambiguity is treated as middling, not best-case.
Trustpilot scores require a minimum review volume
A 1.6 out of 5 rating based on 107 reviews is a very different signal than a 1.5 out of 5 rating based on 10,000 reviews. When a lender's Trustpilot profile has fewer than 200 reviews, we flag it and apply a reduced weight to that signal in the customer experience score. The score still reflects available data; we just don't treat a thin sample as definitive.
Stale rate data carries a transparency penalty
If a lender's rate or fee data is more than 90 days old, we flag it. The review won't go live or be updated with that data—it triggers a re-verification step. Lenders that keep their published terms current benefit from a clean transparency score; those that let disclosures go stale do not.
What this methodology does not do
No methodology is perfect. A few honest limits:
- It doesn't adjust weights by borrower type. A 25% weight on rates is right for a borrower with a 780 credit score chasing the lowest APR. It may be less important for a borrower with a 590 score whose main question is whether they can qualify at all. The criteria cover both concerns, but the weights don't shift by audience.
- It doesn't score customer service call quality or response time firsthand. Trustpilot and BBB data are proxies. They're the best available primary signals, but they're not a mystery-shopper audit.
- It doesn't predict approval odds for any individual borrower. Lender underwriting is proprietary. What we can tell you is the documented minimums and the credit segments each lender serves.
Bills Action Plan
- Check a lender's score on the criterion that matters most to you. If rate is everything, weight criterion 1 heavily. If you have fair credit, start with criterion 3—accessibility—to see which lenders are likely to consider your application.
- Read the 'As of' date on any rate or fee figure in a review. If it's older than 90 days, go directly to the lender's rates page and confirm the number before you apply.
- Use pre-qualification before you commit to a full application. Pre-qualification is a soft credit inquiry—it does not affect your credit score and is not a guarantee of final approval.
Key Terms
APR (annual percentage rate)
The total yearly cost of borrowing, including the interest rate plus most lender fees. APR is the standard for comparing loan costs across lenders.
Origination fee
A one-time charge some lenders deduct from your loan before sending you the money. Personal loan origination fees range from 0% to 12% of the loan amount. Some lenders charge none; some charge up to 12%. When charged, the fee is deducted from disbursement.
Soft-pull prequalification
A preliminary credit check that lets you see estimated rates and terms without affecting your credit score. It is not a guarantee of final approval.
Debt-to-income ratio (DTI)
Your total monthly debt payments divided by your gross monthly income. Lenders use it to assess your ability to take on a new payment. A lower DTI generally improves your approval odds and the rate you may be eligible for.
How often are lender scores updated?
Lender rate and fee data is refreshed quarterly. The underlying reviewed-lender table covers 19 active lenders and is updated whenever a lender review is revised. Any rate cited in a review carries a date stamp.
Does Bills.com receive compensation from the lenders it reviews?
Bills.com has commercial relationships with some lenders. Those relationships do not influence scores. The methodology, criteria weights, and data sources are set independently of commercial arrangements, and scores are applied consistently across all reviewed lenders.
Why does Bills.com not use a 1 to 5 star scale?
The original methodology used a 1 to 5 integer scale. Most lenders clustered between 3 and 4, making a single point equal to 25% of the full range—too coarse to reflect real differences. The current 0 to 10 scale with half-points produces more meaningful spread. Star ratings (one through five) are still displayed as a summary, converted from the 0 to 10 score.
What is the 36% APR benchmark Bills.com mentions?
The National Consumer Law Center recommends a 36% APR ceiling, including all fees, as the benchmark for affordable lending—the same cap the Military Lending Act applies to active-duty servicemembers. Loans above 36% APR are widely considered predatory by consumer-protection groups. Bills.com labels lenders above this ceiling as higher-risk products.