London Property Market Analyst

Explore 16 years of HM Land Registry data across all 33 London boroughs. Ask about prices, trends, new builds, tenure, and affordability — and get a chart with every answer.

Data: HM Land Registry | Coverage: loading…


How to get your OpenAI API key

  1. Go to platform.openai.com and sign in (or create a free account).
  2. Click your profile icon (top-right) → Your profileAPI keys.
  3. Click + Create new secret key, give it any name, then click Create.
  4. Copy the key immediately — it is only shown once.
  5. Paste it into the field above. You will be charged only for what you use (a typical question costs ~$0.02).
  6. Delete the key after your session — go back to platform.openai.com/api-keys, find the key and click Delete. This prevents any risk of unauthorised use.

Privacy: Your API key exists only in your browser session and is never stored, logged, or persisted anywhere. It is cleared the moment you log out or close the tab.

London Property Market Analyst

Ask anything about the Greater London property market — prices, trends, borough comparisons, property types, new builds, tenure, and more.

Data: HM Land Registry | Coverage: loading…

Best results: Use a postcode district (e.g. SW18, E1), a borough name (e.g. Wandsworth, Hackney), or ask London-wide.
5 filter dimensions: location · property type (flat/house/…) · new/old build · freehold/leasehold · affordability band — mix and match.
Limitations: No individual street, flat, or estate agent valuations. Common neighbourhood names (e.g. Brixton, Shoreditch) are auto-mapped to their parent borough.

Example questions
Example questions

Source: HM Land Registry Price Paid Data (Crown copyright). For informational purposes only — not financial advice.
📊 Want to verify an answer? See the ground-truth verification notebook →