Contact

For editorial questions, data corrections, or partnership enquiries, reach out at:

What to include

If you spotted an error or an outdated figure, a quick note with the article URL and what you think is off is enough — I'll look into it. If you're a contractor or platform with a correction or partnership enquiry, I read everything and reply within a few days.