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How We Review: Our Real-Money Testing Methodology

Most affiliate review sites in personal finance read like they were written by people who have never funded an account. We’ve been guilty of this in the past. We’re not anymore. Every review on this site that says “we tested” means we put our own money into the platform and watched what happened.

This page documents how that works, what we test, what we don’t test (and why we say so out loud), and how we handle the obvious conflict of interest baked into affiliate review sites.

The Testing Principle

For every platform we review, we open an account using our own money and run it long enough to know how the product actually behaves. That means we go through the same sign-up friction you would, fund the account with a real ACH transfer from a real checking account, allocate to real strategies, and either hold or withdraw based on what the review is meant to assess.

The test amount varies by platform. Some platforms have a $500 minimum and we open at $10,000 to see what the average customer experience looks like. Some have a $5 minimum and we use $5,000 to test more meaningfully. Some have a $25,000 fee tier inflection and we fund at exactly that to see what the math looks like at the threshold. Some have a $100,000 minimum and we say openly that we didn’t fund it (more on that below).

Every review has a clearly labeled “Our Test Amount” line in the facts table at the top. If a review doesn’t have one, we haven’t tested it directly, and we’ll say so somewhere obvious in the post.

What Each Test Covers

  • Account opening friction. Time from “click sign up” to “money invested.” Identity verification quirks. Document requests. Whether the ACH transfer takes one business day or four.
  • The actual feel of the platform. Dashboard. Mobile app. How information is surfaced. Whether the experience encourages good behavior (long-term holding) or bad behavior (compulsive checking and second-guessing). This stuff doesn’t show up on a feature comparison table.
  • Fee reconciliation. Does the fee math on the marketing page match what shows up in your account statements? You’d be surprised how often it doesn’t.
  • Customer support, if needed. We don’t fake-test support by emailing in nonsense. We test it when we actually have a question, and we note how it went.
  • Withdrawal experience. The single thing most platforms hope you never test. We request partial withdrawals, time the process, and note whether the platform tries to retain you. We do not redeposit immediately – the funds go back to our regular bank and the account stays funded with what’s left.

What We Don’t Test (And Why We Say So)

Some platforms have minimums we won’t meet. Empower’s wealth management service requires $100,000. Vanguard Personal Advisor Select requires $500,000. Betterment Premium requires $100,000. We’re a small operation, not a hedge fund, and there’s a limit to how much of our own money we’re willing to park in any single test platform.

When this happens, we still cover the product. We just say openly in the review that we did not test that specific service first-hand, and we mark the boundary clearly between “what we know from using it” and “what we know from research.” If you see a review on this site without an “Our Test Amount” line, it means we relied on documentation, regulatory filings, and third-party reporting rather than personal use. We think saying that out loud is more useful than pretending otherwise.

We also do not test discontinued services after they’ve shut down. The reviews on this site for closed platforms (FutureAdvisor, Tally, Swell) are kept up as historical records and marked accordingly. They’re not advice. They’re a record of what existed and why it didn’t survive.

How We Choose Allocations During Tests

We do not always pick the platform’s recommended allocation. If a platform offers a flagship strategy plus several others, we allocate across more than one so we can see what the experience looks like across the menu, not just the one the platform pushes in onboarding.

Test allocations are noted in each review. If you want to know exactly what we held during a specific test window, the review will tell you. We do not publish exact performance figures for our test accounts because (a) sample sizes of one account over short windows are useless as a forward-looking signal, and (b) the SEC has views about advertising hypothetical or limited performance results, and we’d rather not get crossways with them. We do publish what we observed about the product itself.

The Conflict of Interest

This site uses affiliate links. When you sign up for a service through one of our links, we may earn a commission from that platform. This is true of every affiliate review site you’ve ever read. It’s how the lights stay on.

What we promise: the commission does not affect our rankings, our verdicts, or what we say in the reviews. We have negative things to say about every platform we cover. If we didn’t, we wouldn’t be doing the job. You’ll find criticism of platforms we have affiliate relationships with, and praise for platforms we don’t. The comparison guides on this site are ordered by our actual opinion of the platforms, not by which one pays the most per signup.

You can see our full advertising disclosure on the disclosure page. If you ever read a review here that feels like an advertisement, tell us. We’ve been around long enough to know what that looks like and we don’t want to be that.

Re-Testing Cadence

Finance products change. Fees change. Features get added and removed. Companies get acquired (Personal Capital became Empower). Companies pivot (Titan went from a hedge-fund-style robo to a human-advisor wealth platform). Companies shut down (Swell, Tally, FutureAdvisor’s retail service).

We re-check every active review at least once a year and update the facts. Where we’ve made meaningful product changes – new strategies, new fees, new acquisitions – we re-test the relevant parts. The “Last updated” date at the top of every review is the most recent time we touched it for accuracy, not the original publish date.

If you find a fact on this site that’s wrong or stale, we want to hear about it. Email [email protected] with the review URL and the specific issue, and we’ll either fix it or add a note explaining why we wrote it the way we did.

Who Writes These Reviews

The current review team is a small group of writers and editors with finance and investing backgrounds. Jim Friedman and Will Bronstein write the reviews; each one fact-checks the other before publication. Bylines on each post link to the author bio page.

None of us are Certified Financial Planners or registered investment advisors. We are not legally permitted to give you personal financial advice, and nothing on this site should be read as personal financial advice. What we can do is tell you, in detail, what a given platform is, how it actually works, what it costs, what it’s good at, and where it falls down. That’s the job.

For decisions involving your actual money, talk to a fiduciary advisor. For decisions involving which robo advisor to compare, read the reviews on this site, and assume we tested them with our own money before saying anything about them.