ChatGPT and Claude can suggest where to stay; TinyAgent is the AI travel agent that searches the booking sites for you. Give it the city, dates and filters, and it returns live options with prices and stops before any payment.
Free to start. $8 in Wallet funds on us, no card needed.
Prompt
Search hotels in Lisbon, Portugal for check-in Friday 4 December 2026 and check-out Monday 7 December 2026, 2 adults, 1 room. Apply the filters for review score 8+ and free cancellation if they are available. Return the first 5 results with hotel name, review score, total price for the stay as shown, and whether free cancellation is shown. Do not sign in, do not book, and do not enter any personal or payment details.
ChatGPT or Claude
Install the TinyFish plugin in ChatGPT or Claude, then describe the trip. No sign-in is needed to search; sign in through TinyProfiles only if you want TinyAgent to use your account.
Example instruction
Use TinyFish to find hotels in Kyoto for 22 to 25 November, 2 adults, under $250 a night, rated 8.5 or higher, near Kyoto Station. Give me the top 5 with total price and cancellation terms. Do not book anything.
TinyAgent API
Call TinyAgent with the booking site URL and a goal built from your user's trip, and get back structured options with prices for the exact dates, ready to show in your product.
Search hotels for exact dates from one call:
from tinyfish import TinyFish, EventType, RunStatus
client = TinyFish()
with client.agent.stream(
url="https://www.booking.com",
goal="""Search hotels in Lisbon for 4 to 7 December 2026, 2 adults, 1 room. Filter to review score 8+ and free cancellation. Return the first 5 results as JSON with name, review_score, total_price and free_cancellation. Do not sign in or book.""",
) as stream:
for event in stream:
if event.type == EventType.COMPLETE and event.status == RunStatus.COMPLETED:
print("Result:", event.result_json)Runs are billed at $0.016 per agent step.Read the docs
Search a city for your dates, filter by score, price and cancellation, and get a ranked table back.
See TinyAgentCheck whether a specific hotel has rooms on your dates and what the total for the stay comes to, taxes included where shown.
See TinyAgentSearch Google Flights for a route and dates and get the cheapest and fastest options side by side.
See TinyAgentCompare hotels near a venue for a team or an event, all on the same dates, in one table.
See TinyAgent
“TinyFish's platform manages web interaction complexity at scale.”
“TinyFish builds AI agent solutions that deliver real results.”
“We have a lot of data already, but we were missing genuine crowd-sourced sentiment. TinyFish fills that intelligence gap really well.”
“TinyFish has become my default web layer inside Claude Code and OpenCode. The MCP connection was easy to set up, and I was running searches and fetches within minutes.”
“I hand it a URL and get back clean Markdown instead of a wall of nav bars, cookie banners and ads, which cuts my token cost on every LLM call downstream.”
“These are goal-oriented agents, not just tools.”
Yes. TinyAgent works as one from ChatGPT, Claude or the API: describe the trip and it searches sites such as Booking.com and Google Flights in a real browser, applies your filters and returns the options. It stops before payment unless you ask it to take a booking further.
No. Ask it not to book and it only searches and reports. If you want, it can take a booking up to the payment page, and you finish it yourself.
Any travel site you can use in a browser. The most common in our runs are Booking.com for hotels and Google Flights for flights.
Not to search. Sign in through a TinyProfiles browser profile only if you want TinyAgent to see your saved details or member prices.
Yes. TinyAgent reads the prices the site shows at the moment of the run, for your dates. Prices can change before you book, so check them on the site before paying.
Yes. In ChatGPT and Claude you can schedule the task to run on a timer. From code, call TinyAgent once per row from a loop or a queue; accounts start at 2 concurrent runs.
TinyAgent is billed from your Wallet at $0.016 per agent step, not per run. A typical hotel search takes around 15 to 22 steps, about 25 to 35 cents; flight searches take longer. New accounts get $8 in Wallet funds. Accounts start at 2 concurrent runs.
Free to start. $8 in Wallet funds on us, no card needed.
