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◈ UK PROPERTY INTELLIGENCE PLATFORM

The Smartest Way to
Analyse UK Property

IntelliEstate combines 31 million Land Registry transactions, machine learning forecasting, and real-time yield scoring to give you an unfair advantage in the UK property market.

Explore the Platform → View UK Yield Map
✓ Free to use  ·  ✓ No signup required  ·  ✓ Instant results
31M+TRANSACTIONS
2,282DISTRICTS
1995DATA FROM
12moPRICE FORECAST
◈ WHAT THE NUMBERS MEAN

Understanding Your Results

Every metric on IntelliEstate is calculated from real transaction data — here's exactly what each one tells you.

MEDIAN PRICE
£210,000

The middle price of all sales in this district — more reliable than average as it ignores outliers like mansion sales distorting the data.

Based on actual Land Registry transactions
INTELLIESTATE VALUATION
£488,676

Our XGBoost machine learning model predicts what a specific property type should be worth in this district, trained on 31M real sales.

XGBoost model · R² = 0.56 accuracy
GROSS YIELD
8.6%

Annual rental income as a percentage of purchase price. A gross yield above 7% is considered Grade A — excellent for buy-to-let investors.

Annual rent ÷ Purchase price × 100
YIELD SCORE
75/100

A composite score combining gross yield, price-to-rent ratio, rental demand, and sales volume. Ranks each district nationally from 0–100.

Nationwide percentile rank
12-MONTH FORECAST
+3.6%

Prophet time-series model trained on 30 years of monthly price history per district. Shows predicted price direction with 80% confidence interval.

Facebook Prophet · 30yr history
INVESTMENT GRADE
Grade A

Simple A–D rating system to quickly assess a district's investment potential based on gross yield threshold and market fundamentals.

A = ≥7% · B = ≥5.5% · C = ≥4% · D = <4%

Investment Grade Reference

GRADEGROSS YIELDWHAT IT MEANSSTRATEGY
A≥ 7.0%Excellent rental returns — strong cash flow positiveBuy-to-let, HMO, student let
B≥ 5.5%Good returns — solid investment with growth potentialStandard BTL, long-term hold
C≥ 4.0%Moderate yield — relies on capital growth for returnsCapital growth play
D< 4.0%Low yield — primarily prime/luxury capital growth areasLong-term wealth preservation
◈ PLATFORM TOOLS

Five Powerful Tools

Each tool is built for a different stage of your property research — from discovery to decision.

MAIN DASHBOARD

District Intelligence

Deep-dive analysis for any UK postcode district with price history, forecasts, yields and market commentary.

  • 30-year price history chart
  • 12-month Prophet forecast
  • IntelliEstate IntelliEstate valuation
  • Gross yield & investment grade
HEAT MAP

UK Yield Map

Interactive bubble map showing every UK district colour-coded by yield, price, grade or forecast trend.

  • 2,282 districts visualised
  • Colour by yield / price / trend
  • Click any bubble to analyse
  • Side panel with full stats
SCANNER

Opportunity Scanner

Filter and rank all UK districts by yield, price range, investment grade and forecast trend to find hidden gems.

  • Filter by grade, yield, region
  • Sort by any metric
  • Export filtered results
  • Identify rising markets early
BTL CALCULATOR

Buy-to-Let Calculator

Model your buy-to-let investment with mortgage costs, rental income, cashflow and ROI projections.

  • Monthly cashflow projection
  • Mortgage stress testing
  • Net yield after costs
  • 5-year equity projection
AVR GENERATOR

Automated Valuation Report

Generate a professional PDF valuation report for any district — complete with market commentary and comparables.

  • Professional PDF output
  • Agent branding option
  • Comparable sales data
  • IntelliEstate market commentary
◈ THE DATA BEHIND INTELLIESTATE

Built on Official UK Data

Every figure on IntelliEstate comes from authoritative government and institutional sources — not estimates or scraped listings.

HM LAND REGISTRY

Price Paid Data

Every residential property sale recorded in England and Wales since 1995. Updated monthly with new completions.

31M+

transactions · 1995–2026

NATIONWIDE BUILDING SOCIETY

House Price Index

Quarterly regional price indices going back to 1973. Used to contextualise district prices against regional and national trends.

210

quarters · 1973–2026

ONS / REGIONAL RENTAL DATA

Private Rental Market

Monthly private rental statistics for England mapped to postcode areas, used to calculate gross yield and investment grades.

2,282

districts scored

How the Models Work

VALUATION MODEL

XGBoost gradient boosting trained on 3 million sampled transactions. Features include property type, district median, county, freehold/leasehold, new build flag, and historical price trends.

FORECAST MODEL

Facebook Prophet time-series model trained on 30 years of monthly median prices per district. Captures seasonality, long-term trends, and structural breaks like the 2008 crash and 2022 rate hikes.

YIELD SCORING

Composite scoring model combining gross yield percentage, price-to-rent ratio, rental demand proxy, and transaction volume. Normalised to a 0–100 percentile scale across all UK districts.

◈ WHY INTELLIESTATE

Why Trust Our Data

Unlike property portals that show asking prices or agent estimates, IntelliEstate only uses completed sale prices from official records.

Official Sources Only

Land Registry, Nationwide HPI, ONS — no scraped listings, no estimates, no asking prices.

30 Years of History

Forecasts trained on data back to 1995 — capturing multiple property cycles for better accuracy.

2,282 Districts

Every postcode district in England, Wales and Scotland — from central London to rural Scotland.

Updated Monthly

Land Registry releases new data monthly. IntelliEstate refreshes models automatically to stay current.

Machine Learning

XGBoost and Prophet — the same models used by hedge funds and institutional investors.

Free to Use

Full platform access with no registration required. Professional property intelligence for everyone.

◈ FREQUENTLY ASKED QUESTIONS

Common Questions

Everything you need to know about using IntelliEstate.

What's the difference between a postcode and a postcode district?
A full UK postcode looks like "SW3 4RY". The postcode district is just the first part — "SW3". IntelliEstate analyses data at the district level, which typically covers a neighbourhood and contains hundreds of properties. Always use just the district (e.g. SW3, M21, LS6) — never the full postcode.
How accurate is the 12-month price forecast?
Our Prophet model is trained on 30 years of monthly data per district. It shows an 80% confidence interval — meaning actual prices should fall within the shaded band 80% of the time. Forecasts are directional signals, not guarantees. The trend signal (UP/FLAT/DOWN) is the most reliable output. Always use forecasts as one input among many in your investment decision.
What does gross yield mean and how is it calculated?
Gross yield = (Annual rental income ÷ Purchase price) × 100. For example, a property worth £200,000 renting for £1,000/month has a gross yield of 6% (£12,000 ÷ £200,000 × 100). This is GROSS — it doesn't deduct mortgage costs, management fees, maintenance or void periods. For net yield, use the BTL Calculator which models all costs.
How often is the data updated?
The Land Registry releases price paid data monthly, typically with a 2–3 month lag from completion date. IntelliEstate refreshes its database and retrains forecast models monthly. The data you see reflects all completed sales recorded by HM Land Registry up to the last refresh date.
Why does some districts show higher yields than seem realistic?
Very high yields (15%+) in some northern districts reflect genuinely low property prices combined with reasonable rental demand. Districts like L43, TS2, and DN31 have median prices below £50,000 where even modest rents produce very high percentage yields. These are real figures from Land Registry — though always do your own due diligence on local rental demand before investing.
Can I use IntelliEstate data for professional or commercial purposes?
IntelliEstate is provided for informational purposes. The underlying Land Registry data is open government data. The AVR Generator allows you to create branded reports for client use. For large-scale commercial data licensing, please contact us directly.
◈ GET IN TOUCH

Contact Us

Whether you're an investor, estate agent, mortgage broker or developer — we'd love to hear from you.

Business Enquiries & Partnerships
Interested in integrating IntelliEstate data into your platform or service? Let's talk.
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Investment Opportunities
Interested in investing in IntelliEstate as we scale to a full SaaS platform? Get in touch.
Estate Agent Licensing
White-label IntelliEstate for your agency — branded AVR reports and district intelligence for your clients.
General Feedback & Suggestions
Found a bug, have a feature request, or just want to say hello? We read every message.

We typically respond within 24 hours · contact@intelliestate.co.uk

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