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Where to live, decided on the evidence

Choosing the house is the easy part.
Knowing the area isn't.

Knowford is an AI adviser for UK homebuyers. Tell it your budget and what you need from an area in one sentence, and it comes back with the places that genuinely fit — why the next street costs £80,000 less, what you'd be trading away, and the sold prices, school records and housing data behind the answer.

Join the waitlist

Invite-only while we're in early access.

Everyone tells you to research the area. Nothing helps you do it.

You're making a six-figure decision about where your life happens — and the tools within reach were built to sell listings, not to answer questions.

01

Eleven tabs, still no answer

A portal for prices. Ofsted for schools. A crime map. A journey planner. A forum for what it's actually like. Every source is real, and not one of them talks to the others.

02

Filters don't reason

A search box can show you three-beds under £400,000. It can't tell you which ones sit near a school you'd want, which are cheap for a reason, or which one you'd regret in two years.

03

The cheap-street mystery

Two roads, one postcode, a gulf in price. There's always a reason — tenure mix, catchment lines, a planned development. Nobody puts it in front of you.

04

The evidence is public. It's just unreadable.

Every sale price, every inspection report, every tenure breakdown is already published, and free. It arrives as spreadsheets and PDFs, by the hundred thousand rows.

This is what comes back

Where could a family buy under £400,000 with strong primary schools, within reach of London?

Based on the data I have, Croydon is the stronger candidate of the two districts I can compare: its median sale price is exactly £400,000, and it has a large number of Outstanding-rated primary schools in the retrieved records (14+ listed, including Beaumont Primary, Chestnut Park Primary, and several Harris Primary Academies). Barking and Dagenham is the more comfortably affordable option, with a lower median of £365,000, but only one Outstanding primary (Grafton Primary School) appears in the data, alongside a Good-rated school (William Ford CofE Junior).

If school choice is the priority, lean Croydon. If maximising budget headroom under £400,000 matters more, Barking and Dagenham is the safer fit.

Croydon's stronger school record comes at the cost of tighter budget headroom — you're buying at the median, not comfortably under it. Barking and Dagenham gives more price cushion but a much thinner bench of Outstanding primaries in the data, and a notably higher social housing share (26.8% vs Croydon's 16.0%).

I have no commute or journey-time data, so I can't compare access further than that — I'd suggest a journey planner for that piece.

Sources · 2 districts · 12,789 transactions · 50 schools · 7 Ofsted reports

A real answer from the live system, generated 13 August 2026. Shortened for length — the wording and the figures are exactly as returned, and the sources line is the one the answer carried.

Ask the question you'd ask someone who knew every area in England & Wales

  1. 1

    Ask in plain English

    "Under £350,000, good primary schools, somewhere in Hertfordshire." Every constraint at once — the way you actually think about it, not one filter at a time.

  2. 2

    Knowford reads across the data

    Sold prices, price trends, school ratings and inspection reports, housing tenure, live listings — retrieved and reconciled for the areas that fit what you asked for.

  3. 3

    You get an answer, and its reasoning

    Named areas, what you'd pay, what you'd gain, what you'd give up — with the districts, sale counts, schools and reports behind it listed underneath, so you can check the ground it's standing on.

Every answer starts from the data, not a hunch

Knowford retrieves from these datasets for your specific question before a word of the answer is written. Answers built on matched records carry a sources panel — the districts, sale counts, schools and Ofsted reports behind them. When nothing matches, it tells you that instead of filling the gap.

Not yet: school data for Wales — Welsh schools are inspected by Estyn, not Ofsted. Commute times and crime figures aren't in yet either. All three are coming.

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