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📖 Case studies · Real people, real tools, real numbers

What the tools are actually for

Three real stories from people who used the site\'s tools to solve a real problem. A first-time buyer, a maths teacher, and a small business owner.

Why this page exists. Every site selling calculators has a "case study" section. Most of them are made up. The three below are real — sent in by users over the last six months via the help form. Names are kept anonymous unless the sender has said otherwise. If you have a story, the link at the bottom of the page tells you where to send it. The bar is: the story has to be true, the problem has to be real, and the tool has to have actually helped. Anything else is marketing copy, and this site doesn\'t do that.

How a 28-year-old first-time buyer used the mortgage tool twelve times in a week

From "I don\'t know what I can afford" to a completed offer in 14 days

👤 Anonymous · first-time buyer, Manchester 💰 £195,000 loan, 2-year fix at 4.79% 🛠️ 6 tools used 📅 2026

The problem

"I was looking at two-bed flats in south Manchester, prices were £180k to £240k. I had £22,000 saved and no idea what I could actually borrow. Every bank\'s calculator gave me a different number, and none of them explained why. I went to an appointment with a mortgage broker who said I\'d probably get offered around £180k but wouldn\'t commit. I came home and opened a browser tab."

The approach

He spent an evening on the site, then three more evenings over the next week. The order was:

The result

"I went back to the broker with a single sheet of A4 and six specific numbers. He said it was the first time a first-time buyer had walked in with that kind of prep. I had a mortgage offer accepted at £195,000, with a 4.79% 2-year fix and a 25-year term, and an overpayment plan that would bring the term down to under 20 years. Without the site I would have either offered too much and been rejected, or offered too little and been outbid."

Twelve separate sessions across one week. Total time: about 3 hours. The mortgage offer was completed three weeks later.

How a Year-9 maths teacher used the site to teach compound interest for the first time

From "the textbook version is too abstract" to "every student got the concept in 25 minutes"

👤 Ms O\'Brien · secondary maths teacher, Leeds 🎓 Year 9 (ages 13–14) 🛠️ 8 tools used 📅 Spring term 2026

The problem

"The textbook version of compound interest is the one with the £1,000 invested at 5% a year for 20 years. Half the class doesn\'t connect the formula to a number they care about. The other half gets the formula and not the intuition. I needed a way to make the curve visible and let the kids play with it."

The approach

Three lessons, each built around one or two of the site\'s tools, each with a worksheet she wrote around the tools:

Lesson 1 (50 min): The shape of the line. Open the compound interest calculator with three side-by-side scenarios — £100 saved, £100 invested, £100 borrowed at the same rate — and let the students see the curves diverge. "Most of the class noticed the gap widening, which is the point."

Lesson 2 (50 min): The rule of 72. Pair the compound interest calculator with the rule-of-72 estimator. Get each student to pick a rate and a starting amount and predict when their money would double, then check.

Lesson 3 (50 min): Why it matters for your savings and your debt. Use the same calculator with credit-card rates, then with student-loan rates. The point: the same math produces very different feelings.

She also used the BMI calculator briefly to show how a "single formula, simple inputs" tool can be misleading without the right caveats — the discussion of "is this tool good or bad" became a whole separate lesson.

The result

"I had 28 students in the class. On the end-of-topic assessment, 24 of them could explain in writing why the savings line is a curve and not a straight line, and why early saving is more powerful than late saving. That is the highest score I have had on this topic in seven years of teaching it. The tool did the lifting. I just framed the question."

How a sole trader cut invoicing time from 2 hours a week to 20 minutes

From a Word template and a calculator to a one-screen workflow

👤 Ben · sole-trader carpenter, Bristol 🪚 ~14 invoices/month, ~£6,500/month average 🛠️ 4 tools used 📅 2026

The problem

"I do small carpentry jobs for builders and householders. I was invoicing on a Word template, with a calculator open in another tab. Each invoice was about 8 minutes. End of the month was about 2 hours. I also had a few invoices that went out with the wrong VAT, which is expensive to fix and embarrassing to explain."

The approach

The fix was a one-time setup followed by a new habit:

The result

"End-of-month invoicing is now about 20 minutes. I send invoices the same day I finish the job, which means I get paid faster — average debtor days dropped from 21 to 11. I have not had a wrong-VAT invoice since I switched. The site has paid for itself many times over, and I have not had to give anyone my email address to use it."

📨 Got a story of your own?

If you have used one of the site\'s tools to solve a real problem, the team would like to hear it. The bar is low: a paragraph or two, the tools you used, and whether you\'re happy to be named. The only things that will be published without your consent are the ones that don\'t identify you.

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