Evidence before excitement

How SeatSavvy reads a fare.

A useful deal page must distinguish a current provider result from a benchmark, a sample, or a search lead. This methodology defines those labels, the role of deal scoring, and what must still be checked before booking.

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The core rule

SeatSavvy should use the strongest label supported by the evidence—and no stronger. A result is not “verified” merely because it has a price, came from a partner, or uses a tracked link. Every fare remains subject to a final provider search and checkout.

Fare evidence labels

Verified fare

Reserved for a recent provider response that identifies the origin, destination, cabin, trip type, price, and currency for the stated search. “Verified” means observed at the displayed check time—not held, reserved, or guaranteed.

Provider-supplied result

Returned by an airline, OTA, metasearch, or approved data partner. It may still require a live search to confirm dates, passenger count, taxes, fare rules, and segment-level cabin.

Sandbox result

Produced by a provider's test environment. It helps test product behavior but is not evidence of production availability and must be labeled as sandbox or test data.

Illustrative benchmark

A route reference used to give price context or open a provider search. It is not a live fare. The CTA should say “Search” or “Check,” never imply that the benchmark can be booked.

Sample or fallback

Static demonstration data shown when exact current results are unavailable. Samples must be identified and are not used as proof of availability or current market price.

Empty-leg lead

A private-aircraft repositioning opportunity, usually one-way and highly time-sensitive. It is an inquiry lead until a broker confirms aircraft, schedule, total price, and operating terms.

What a verification check covers

  • Origin and destination match the displayed route.
  • Cabin and trip type match the label, including one-way versus round trip.
  • Price and currency are attached to the provider response rather than copied from a generic page.
  • The check has a timestamp or freshness indicator.
  • The result links to an appropriate provider search or itinerary when that capability is authorized.

Verification does not guarantee remaining seat inventory, the same fare for multiple travelers, a particular seat, or the final amount after the provider applies taxes, fees, exchange rates, or account- specific conditions.

How benchmarks are used

A benchmark is comparison context, not inventory. SeatSavvy may compare prices within a route, cabin, trip type, currency, and travel window using observed provider data or an explicitly curated reference. We do not describe a benchmark as an average, median, historical low, or typical fare unless the data and calculation support that specific term.

  • Benchmarks should state the route, cabin, trip type, currency, and date context they represent.
  • Older, sparse, sandbox, or manually curated references receive a weaker confidence label.
  • A benchmark must not be presented with a “Book” CTA unless a separate live provider result has been confirmed.
  • Materially different origins, destinations, cabins, or trip types are not treated as equivalent comparisons.

Deal score and ordering

Commercial compensation is not an input to SeatSavvy's deal score or ordering. During early access, results may be ordered primarily by displayed price within the available result set. As evidence improves, value assessment may also consider:

Comparable price

Price relative to a like-for-like route, cabin, trip type, travel window, and currency—not an unrelated economy or one-way fare.

Freshness and confidence

Time since check, provider environment, deeplink quality, and whether the displayed details can be reproduced.

Travel quality

Where reliable data exists: stops, total travel time, cabin on each segment, seat product, baggage, and changeability.

A score is a discovery aid, not financial advice, a quality guarantee, or a recommendation that a particular provider is best for every traveler.

Commercial relationships

SeatSavvy may receive compensation when a user follows a tracked link and completes a qualifying action. The disclosure should appear near the relevant CTA in clear language:

  • “SeatSavvy may earn a commission if you book.”
  • Compensation does not improve a result's deal score or organic rank.
  • Sponsored placement, if offered, is labeled and separated from organic results.
  • An affiliate relationship does not turn a benchmark into a verified fare.

Common reasons checkout differs

Inventory moved

Another traveler booked the fare, the booking class closed, or the provider refreshed its inventory.

Search conditions changed

Dates, passenger count, point of sale, residency, loyalty status, currency, or one-way versus round-trip conditions differ.

Price was incomplete

Taxes, carrier charges, payment fees, baggage, optional services, or mixed-cabin segments change the total value.

Alert methodology

A watchlist expresses intent: route, cabin, budget, and contact preference. It does not reserve inventory. Automatic matching and notification delivery are not active yet. Users should search with the provider directly for any time-critical trip.

Corrections and questions

If a label, route, price type, or link appears misleading, send the page URL, route, provider, and a screenshot or check time to apps@brainystack.co. We may correct, relabel, or remove a result while it is reviewed.