Public data on Cyprus, the site is up
Marc Lou had an agent pull public datasets for a villa in Cyprus. When the design was poor, he asked for a simple rental layout. It took 5 prompts and 20 minutes. He does not write that he rented a villa.
Done with Valgfri agentAdvanced
What was done
On 5 September 2026 Marc Lou writes that he is looking for a villa rental in Cyprus. The agent pulled public real-estate datasets. It combined them with AQI, water quality, noise maps and landslide susceptibility. He writes that the agent's design was poor. He asked it to make a layout in the style of Airbnb. The result is at pafos-nest.vercel.app. He writes that it cost 5 prompts and 20 minutes.
How it went
The site is up. The post does not say a villa was rented. It does not say the figures were checked against a listing.
Worth knowing
The post does not name the model. It does not say he read the datasets before the site went up.
How to do it
- Ask the agent to pull public data on homes, air, water, noise and landslides for the area you name.
- If the draft is messy, ask for a simple list in the style of a rental overview.
- Read the page yourself. Do not publish it until you say yes.
Try it with Valgfri agent
Pull public data on homes, air, water, noise and landslides for [area]. Make a simple list, not a finished design. Do not publish the site until I say yes.
Replace text in brackets with your own.
Done when. You have read the page, and it was not published before you said yes.
Safety rule. No publishing until you have said yes.
Read the original
Read the original · @marclou on X ·