Challenge:
Collecting competitor pricing, demand insights, and buyer sentiment usually takes teams days of manual research.


AI Approach:
I structured a prompt for ChatGPT to:
- Compare pricing in Lahore’s major developments.
- Extract demand drivers from local news & forums.
- Generate buyer personas for middle-income families.
Result:
- Market snapshot delivered in 20 minutes instead of 3–4 days.
- Used to adjust Zaitoon’s sales pitch and refine buyer targeting.
“AI turned days of research into minutes of clarity.”

