Flight Choice Prediction

Name: Flight Choice Prediction API
Brand: Flight Choice Prediction
Availability: InStock

✓ Official Vendor SpecAI/MLMl Inferenceoauth21 EndpointsREST

For Agents

Score Amadeus flight offers with a per-offer probability that the traveller will choose them, so an agent can re-rank or pre-select the best option before pricing or booking.

Quickstart

Get started with Flight Choice Prediction in minutes using your preferred integration method.

# Add to your MCP client config (Claude Desktop, Cursor, Windsurf)
{
  "jentic": {
    "url": "https://api.jentic.com/mcp",
    "auth": "oauth"
  }
}

# Then ask your agent:
"predict which Amadeus flight offer a traveller will book"

# → Jentic returns the GET /events tool with parameter schema, agent executes.

Capabilities

What an agent can do with Flight Choice Prediction API.

Score each flight offer in a search response with a per-offer choice probability

Re-rank a list of flight offers from cheapest-first to most-likely-to-be-chosen

Filter long flight-offer result sets down to the top predicted choices before showing them to a user

Pre-select a recommended flight offer in a booking funnel before pricing

GET STARTED

Start building with Flight Choice Prediction API

Explore with Jentic

View OpenAPI Document

Use Cases

Patterns agents use Flight Choice Prediction API for, with concrete tasks.

★ Re-rank Flight Search Results

After calling Flight Offers Search, post the offers to /shopping/flight-offers/prediction to receive the same offers annotated with a choice probability. Travel sites use this to replace a default cheapest-first sort with a likelihood-of-purchase sort, which typically reduces the number of options the traveller has to compare and shortens time to booking.

Take the JSON response from a Flight Offers Search call, POST it to /shopping/flight-offers/prediction, and return the top 3 offers ordered by descending probability.

Cut Down Long Itinerary Lists

Online travel agencies often receive 50-200 offers per route. By scoring the offers with the prediction endpoint and keeping only those above a probability threshold, a booking funnel can show 5-10 high-relevance options instead of an overwhelming list. The endpoint accepts the full search response unchanged, so integration is a single extra POST call.

Filter a 100-offer Flight Offers Search response down to offers with predicted probability greater than 0.05 and return them sorted by probability.

Pre-Select a Recommended Flight

On a results page, highlight one offer as recommended by passing the search response through the prediction endpoint and selecting the offer with the highest probability. The API does not change the offer payload itself, only adds a probability field, so the same offer can be passed straight into Flight Offers Price or Flight Create Orders without further translation.

Pick the single offer with the highest probability from a Flight Offers Search response and pass it forward to /shopping/flight-offers/pricing for confirmation.

Agent-Driven Itinerary Recommendation via Jentic

An AI agent that helps a user book a flight can call Amadeus Flight Offers Search, then call Flight Choice Prediction through Jentic to score the results, and present only the top-ranked option to the user with a short rationale. Jentic resolves the OAuth 2.0 client_credentials flow against Amadeus and returns a structured tool, so the agent does not need to manage tokens itself.

Call jentic.search('predict the best Amadeus flight offer'), load the returned operation, and execute it with a Flight Offers Search response as the body to retrieve the top-scored offer.

Key Endpoints

1 endpoints — the amadeus flight choice prediction api scores a list of flight offers with the probability that a traveller will pick each option.

METHOD

PATH

DESCRIPTION

POST

/shopping/flight-offers/prediction

Score a list of flight offers with a per-offer choice probability

POST

/shopping/flight-offers/prediction

Score a list of flight offers with a per-offer choice probability

Why though Jentic?

Three things that make agents converge on Jentic-routed access.

Credential isolation

Amadeus client_id and client_secret are stored encrypted in the Jentic vault. Jentic performs the OAuth 2.0 client_credentials exchange against Amadeus and refreshes the short-lived bearer token automatically, so the agent never sees the raw secret.

Intent-based discovery

Agents search Jentic by intent ('predict which flight offer a traveller will pick') and Jentic returns the /shopping/flight-offers/prediction operation with its input schema, so the agent can invoke it without browsing Amadeus docs.

Time to first call

Direct Amadeus integration: 1-2 days for OAuth handling, token refresh, and request shaping. Through Jentic: under 30 minutes — search, load, execute.

Related APIs

Alternatives and complements available in the Jentic catalogue.

Complementary

Flight Offers Price

Confirm the final price of a flight offer before booking, after the choice has been predicted.

Use immediately after Flight Choice Prediction to validate that the highest-probability offer is still bookable at the displayed price.

Complementary

Flight Create Orders

Book the flight offer that prediction selected as most likely.

Use as the final step after prediction and pricing to actually create the flight order.

Alternative

Flight Delay Prediction

Different prediction model focused on delay probability rather than booking choice.

Use when the question is operational risk for an already-chosen flight, not which flight a traveller will pick.

Complementary

Flight Price Analysis

Adds historical price-quartile context alongside the choice probability score.

Use together with prediction when the agent needs both 'is this offer likely to be booked' and 'is this price normal for the route'.

FAQs

Specific to using Flight Choice Prediction API through Jentic.

What authentication does the Flight Choice Prediction API use?

The API requires an Amadeus Self-Service OAuth 2.0 access token obtained via the client_credentials flow against https://api.amadeus.com/v1/security/oauth2/token, then passed as a Bearer token on the prediction call. Through Jentic, the Amadeus client_id and client_secret are stored in the encrypted vault and the access token is fetched and refreshed automatically, so the agent only sees a scoped tool reference.

Can I score flight offers I did not get from Amadeus with this API?

No. The /shopping/flight-offers/prediction endpoint expects the exact JSON shape returned by Amadeus Flight Offers Search, including its internal offer ids, segments, and travelerPricings. Pass the search response straight into the prediction call unmodified.

What are the rate limits for the Flight Choice Prediction API?

Amadeus Self-Service applies tiered limits per API key. The Test environment is capped at 10 transactions per second per endpoint and a fixed monthly quota; Production limits depend on your Self-Service plan and are listed in the Amadeus developer portal. Bearer tokens themselves expire after roughly 30 minutes.

How do I score a Flight Offers Search response through Jentic?

Run pip install jentic, then call jentic.search('predict the best Amadeus flight offer'), load the returned operation, and execute it with the body field set to the JSON returned by your earlier Flight Offers Search call. Jentic handles the OAuth token exchange and POSTs to /shopping/flight-offers/prediction on your behalf.

Is the Flight Choice Prediction API free?

The Test environment is free with limited monthly quota. Production access is metered per transaction under an Amadeus Self-Service plan; pricing is published on the Amadeus for Developers portal and depends on monthly volume.

Does the prediction endpoint change the flight offer payload?

No. It returns the same offers you sent in, with an added probability value per offer. You can pass any selected offer directly to Flight Offers Price or Flight Create Orders without translation.