How we build every page

Where the data comes from

• Public business listings for every place that lends money or cashes checks, checked September 2026: name, address, phone, hours, rating, busy times, and the reviews borrowers wrote. We cover 1,667 real storefronts in the 10 Texas cities live today.
• The lenders' own websites, read in September 2026: what they sell, and what they disclose about who actually makes the loan.
• The law and the regulator: the Texas Finance Code, and the Texas Office of Consumer Credit Commissioner's quarterly figures on what payday and title loans cost in each metro area. The Texas rules, with sources.

How we know what a store is known for

Each point — "Fees called too high", "Explains the terms clearly" — is a set of phrases we search for in every written review. Before a point is used, a person reads at least 18 of the reviews it matched and keeps it only if at least 90% were really about it. Reviews that look written to game search are left out. Every store page lists the full counts under "Every theme borrowers mention".

• "Known for …" and "Common complaint: …" — only when the store stands out: at least 5 reviews mention it, at least 3 in every 100 of its written reviews, and more often than at the typical store in the same city.
• "Ask for …" — a member of staff praised by name in at least 3 separate 4- and 5-star reviews in the last two years, most recently within the last year, and rarely named in complaints.
• "Usually done in about … minutes" — the middle of the times at least 3 satisfied borrowers gave in the last three years.
• "Cashes … checks" — a kind of check named in at least 2 separate 3- to 5-star reviews in the last three years. "Deals in …" (pawn shops) — goods named in at least 3 separate reviews in the last three years.
• "Se habla español" — at least 2 reviews say the service was in Spanish, or at least a quarter of the written reviews (10 or more) are in Spanish. "Same-day money" — at least 3 reviews say the money came the same day.
• "Common complaint: the check-cashing fee" / "checks turned away" — at least 3 reviews raise it, most of them one- or two-star. We don't print a fee: what customers report varies by check and often differs from what was advertised, so ask before you hand the check over.
• "Their website says" — for the biggest chains, what the chain's own website states about who can borrow and how to pay (bank account, benefits income, ITIN, prepaid cards, title rules, customer service). Read by a person from the chain's own pages, never from blog posts; each store page links the pages used.
• "The owner answers complaints" / "Complaints go unanswered" — whether the business replied to most, or none, of at least 5 one- and two-star reviews.

Most chains ask every customer for a review, so praise tells you more about a chain's review programme than about the store. We show it, but what separates places is what goes wrong.

"Probably not a store"

162 listings in these cities look like loan shops but have no shop behind them: you would reach a website or a call centre that passes your details on to lenders. We label a listing this way only on evidence — one company running hundreds of listings from one website template, the listing's own website saying it is not a lender, reviewers reporting there is no office at the address, a phone number from another state, or a real business at the same address. Every such page shows the evidence for that listing. We never call a business a scam; this is a finding about a listing, not about how anyone treats customers.

What is automated

A program builds every page from the data above and fixed templates we wrote; nothing on a store page is written for that store by hand or invented for it. The review themes, the warnings and the law card were checked by a person as described here. Pages with nothing beyond the basic listing — a store with no written reviews yet, say — stay visible to you but are not offered to search engines until there is more to say.

When we get something wrong

Tell us: report a mistake. Hours and phone numbers change faster than we can check them, so always call before you go.