I keep seeing threads on here from people panicking about whether their extension / loft conversion / garage conversion will get planning permission, so thought I'd share something that might help.
I've spent the last few months pulling together data from council planning portals — basically every planning decision made across 135 UK councils. Nearly 2 million decisions in total.
The short version: most planning applications get approved. The national average is around 85%. Even in the "toughest" London boroughs, you're still looking at 76%+.
Some things that surprised me:
The council matters more than you'd think. Kensington & Chelsea approves 92.5% of applications. Brent approves 76%. That's a huge gap for two boroughs that are only a few miles apart.
Rear extensions are almost always approved. Across the dataset, rear extension approval rates are above 85% in most councils. If yours is within permitted development limits, the odds are very much in your favour.
The ward within your borough matters too. Within the same council, some wards approve 95%+ while others are below 75%. Your immediate neighbourhood makes a difference.
For anyone mid-panic about their application — the data really does suggest that if you've followed the rules on height, boundary distances, and materials, you're more likely to be approved than not. Obviously every case is different and conservation areas / listed buildings are a different story.
I've put all this into a free tool where you can check your specific postcode — it shows your council's rate, your ward's rate, and what types of projects get approved most often in your area. It's at planninglens.co.uk if anyone finds it useful.
Happy to look up specific councils or areas if anyone wants to know their odds!