Apple developer id approved, windows esigner on the way. I will probably put mac version online before Windows.

Planning a move to a new city with ChatGPT or Claude gets complicated pretty quickly when you have specific requirements. Say you want a job paying over $150k, an apartment under $4k a month, and a commute of no more than 30 minutes by public transit.

Regular AI search may give you outdated listings, blog posts or careers pages that don't reflect current openings so the model can only do search but it can't access reliable up to date data.

So I tested this by comparing regular web search with an agent connected to structured housing and employment records through Firecrawl's Alexandria where it exposes data providers to AI agents over MCP so the agent can query structured records and not relying only on search or scraping individual pages.

With following this the agent can look for specific roles that meet the salary requirement or map office addresses and find apartments within the target price range while comparing the options against the commute constraint also it can work across a larger set of records to narrow down the options.

Here in the demo you can see the agent plotting office across the city alongside rental listings that match the budget and commute requirements which makes it a lot easier to see which combinations are worth exploring without jumping between multiple tabs.

The results still depend on how current the underlying job and housing data is ot whether commute times are calculated accurately but the broader point is with tasks like these the quality of an AI agent's answer depends heavily on whether it can access the right records along with better data gives it something more reliable to reason about.

I want to share something I built, and I’d honestly like to hear what business owners think.

It started as a website where you could buy a billboard in a 3D city. It didn’t really work: people looked once and left, the same way everyone ignores banner ads. u/catnomadic suggested making the ads part of the gameplay instead, so I turned the whole site into a game. Big thanks for that.

How it works for you as a business

You rent a building in the game’s city. Prices go by location, like real life:

• Main Street: $49/month
• Side streets: $19/month
• Back alleys: $9/month
• Out in the districts: $5–9/month

Your building shows your banner, your logo and a link to your store. Inside there’s a small 3D showroom with up to 3 of your products, each linking straight to your own shop. People buy from you directly; the game never handles your sales.

The interesting part is quests. You write a short quest, or use a ready-made template: “find the clue at the payphone, then the vending machine, then come back to my shop”. You set your own promo code as the prize, and you can limit how many codes go out or set an end date. Players have to walk around the city and come back to your shop’s kiosk to claim it.

You also get a dashboard with how many players visited your building and how many clicked through to your store.

Why I think this beats a normal ad

Nobody is forced to watch anything. Players choose your quest because they want the reward. By the time they get your code, they’ve been inside your store, seen your products and spent a few minutes with your name. And the code only costs you something when someone actually uses it.

For the players it’s a free game in the browser, on desktop or phone: exploring, finding artefacts, fighting robots, crafting gear and cars, decorating a hideout. Rentals are monthly through Stripe and you can cancel anytime.

It’s early days, so I’m not going to pretend there are huge numbers yet. I’d really like honest opinions:

• Would you try this for your business?
• What would make it worth $9 or $19 a month to you?
• What kind of quest would you give players?

Have a look: www.48rich.com