AI
A chatbot without a working web-search tool cannot tell you today's actual flight prices — its training data has a cutoff and its base knowledge doesn't include live fare inventory. Whatever the marketing around "AI travel deals" implies, the honest answer is narrower: a general-purpose assistant is useful for organizing a flight search (dates, flexible-date comparisons, what to look for) and, if it has a real web-search/browsing tool enabled, can help summarize results it actually looked up — but the authoritative source for a live price is still a dedicated flight search engine, not the assistant's own "knowledge."
What AI can and can't reliably do here
1. Use the assistant to structure your search, not to invent prices. A good prompt is "what factors affect flight price and when should I book for a trip to X in November" — general, defensible advice — not "tell me the cheapest fare right now," which it can't know without a live lookup.
2. If the assistant has a real web-search tool, use it — and verify. Tools like ChatGPT's or Claude's web search can fetch current pages, but always click through and confirm the fare and dates directly on the airline or aggregator site before booking anything.
3. Do the actual price comparison on a dedicated flight search engine. Google Flights, Skyscanner, and similar tools query live fare databases across airlines — that's the right tool for "find the cheapest flight," not a general chat assistant's memory.
# A realistic prompt for an assistant WITHOUT live price data --
# asks for strategy, not a fabricated price
I'm flying from Chicago to Lisbon in the first two weeks of
November, flexible on exact dates by +/- 4 days. What general
factors (day of week, advance booking window, layover vs
nonstop) tend to affect price for a transatlantic route like
this, and what should I check for on Google Flights' flexible
date calendar to find the cheapest window?| Tool | Has Live Fare Data? | Right Use |
|---|---|---|
| General chat assistant (no browsing) | No — relies on training data with a knowledge cutoff | Booking strategy, search structuring, general advice |
| Dedicated flight search engine (Google Flights, Skyscanner) | Yes — queries live airline fare inventory | The actual price comparison and booking decision |
Be skeptical of any claim that an AI chatbot can find "the absolute best deal" on its own — fares change by the hour and depend on real-time inventory that a language model's training data simply doesn't contain. The reliable workflow pairs the assistant's strategic advice with a dedicated fare-search tool's live data, not either one alone.
Practical Challenge
Ask an assistant for general flight-booking strategy for an upcoming trip, then take that strategy to Google Flights' flexible-date calendar and see how much the actual fare varies across a 2-week window.
Concept Check
Sources & Further Reading
- Google Flights — a dedicated fare-search tool with a flexible-date calendar, the right tool for the actual price comparison.
- OpenAI Help Center: Data analysis with ChatGPT — background on the sandboxed, no-internet nature of code-execution tools, relevant context for why base chat models can't fetch live prices either.