Methodology

How we research

Our sources, checks and update policy, in plain English.

This page explains how The No Job Lifestyle Team researches, writes, checks and updates pages on The No Job Lifestyle.

How We Research

  1. We start with what people actually search for, using keyword tools, so each page answers a real question.
  2. We read the primary source first: the law, the regulator's guidance or the official data set. Blogs and forums come second.
  3. We write a short quick answer at the top, then the steps, then the questions people ask.
  4. Numbers get a source link next to them or in the sources box at the end of the page.

Primary Sources We Use

Our Data Pages

Our CFPB complaints tracker, credit card APR by issuer and layoff tracker are built by a script that pulls the public data, saves the date it was pulled and rebuilds the page. Complaints and APR data refresh monthly. Jobless claims refresh as FRED publishes them (weekly). Each page lists its source, the period it covers and its limits.

Our Calculators

Every calculator runs in your browser and shows its formula on the page. Default numbers are examples, not facts about you. None of them predict income or approval.

How We Use AI Tools

We use AI writing tools to help draft and structure pages. Rules and numbers are checked against the sources above before a page goes live, and pages are fixed when a source changes.

Reviews And Updates

Each article shows a last reviewed date. We aim to review every page at least every six months, and sooner when a rule, limit or data set changes.

Independence And Money

Some links are affiliate links. That never changes what a calculator shows or what our data pages say. Listings in our directories are free and nobody can pay for a spot. See about us for how we make money.

Corrections

Spot an error? Reply to any of our emails. We fix it and update the review date.