Book restaurant reservations end to end on real sites
The poster built agents that find a restaurant, fill out the reservation form and confirm the booking on a real site, handling dynamic elements and bot detection. ·
Done with a custom-built or unnamed agent
- What they did
- The poster says their agents completed restaurant booking on the live site rather than a scripted demo: the agent found a restaurant, filled the reservation form, and confirmed it. They describe the setup as a stealth browser with persistent profiles and fingerprinting, residential proxies, and CAPTCHA-solving; they also say it still needed manual setup and was not yet a packaged product.
- How it went
- They report the flow worked end to end on real sites and could get through dynamic elements and bot detection. A stated limitation was payments: their restaurant tests avoided it because booking did not require payment, and Uber used a saved card.
- Worth knowing
- The main catch is that the current stack was still manual, with separate pieces duct-taped together rather than something an OpenClaw user could just install and run.
Try it yourself with Operator
Find a [cuisine] restaurant in [city] with a table for [party size] on [date] around [time], rated at least [rating], and show me your top three options. After I pick one, go through its reservation page and fill in the form with my name [name], phone [phone] and email [email]. Pause before submitting and show me the exact details, then once I approve, submit and give me the confirmation number or screenshot.
Want help getting this working? Join the Vibe Coding Academy ↗ Run by Alex Finn, who also runs this site.
Source: Reddit · Mar 18, 2026
Related use cases
Decide between points and cash for every trip
Skills and MCP servers that let Claude Code search award flights across 25+ mileage programs, compare cash fares, and check loyalty balances.
Book flights with credits and manage reservations
A user had Muse use unused Southwest credits to book a flight, watch for better seats, handle OpenTable reservations and keep a trip dashboard for a visiting friend.
Research hotels for a 14-day Japan trip
Manus searched Booking.com for well-rated hotels, cross-checked reviews and transit, and returned three options per city; the author rated it 7/10 on availability handling.
Fix wrong-day flight reservations between bots
Ron's speaking-gig bot noticed flights on the wrong days and, with his permission, had his travel bot fix them and reschedule everything.
Custom agent
Save the best local restaurants as a Google Maps list
Before a vacation, ChatGPT agent picked 10 restaurants, paused for his Google login, then saved a Maps list with signature-dish notes in about 23 minutes.
Book a flight end-to-end through an agent
The author's agent Flightclaw searched airlines, sent a secure checkout link, and returned a booking reference after he paid.
Custom agent
Get 5 like this every morning
The best things people got an AI agent to do, each with the prompt to try it.