FlightAPI

Automating Flight Status Data Extraction using Google Sheets and Flight Tracking API

By Neha Jangid 6 min read

Automating Flight Status Data Extraction using Google Sheets and Flight Tracking API

Manually checking flight status is time-consuming and inefficient, especially if you need to track multiple flights daily. With a Google Sheets flight tracker, you can automate updates and monitor everything in one place without extra effort.

In this tutorial, you’ll learn how to automate flight status tracking using Google Sheets with a Flight Tracking API, so that after setting up you always have real-time flight data without the hassle of manual updates.

To make things even easier, I’m giving you a ready-to-use Google Sheet flight tracker template with everything set up for you.

Stick around till the end to grab your free copy.

What You’ll Need to Get Started

Before setting up automation, make sure you have the following:

1. FlightAPI API Key
2. Google Sheet
3. Required Parameters

  • Airline Code (IATA, e.g., “DL” for Delta Airlines)
  • Flight Date (Format: YYYYMMDD)
  • Flight Number (Optional)

4. Flight Tracking API Documentation

Prefer watching? Check out the video below 👇

Getting Started with Flight Status Automation

Now that you have everything ready, keep your API key, Google Sheets, and required parameters handy as we walk through the setup.

1. Get Your FlightAPI Key

To fetch real-time flight status data, you need an API key from FlightAPI. Follow these steps to get yours:

1. Go to FlightAPI.io
2. Sign up and create an account
3. Navigate to the API dashboard
4. Copy your unique API key—you’ll need it to make requests. With a free account, you get 20 credits for testing, where 1 credit is used per request. To access more data, you can upgrade your plan.

2. Prepare Google Sheets with the Required Parameters

Now that you have your API Key, the next step is to set up a structured Google Sheet to handle input and output data. This will ensure that we send the correct request parameters to the API and store the fetched flight details properly.

But before we create the sheet, how do we know what data is required? 

Go to the Flight Tracking API documentation page, and you’ll find the list of required parameters needed for making requests. 

Now it’s time to set up the Google sheet. 

A ) Set Up the Input Sheet

The Input Sheet is where you’ll enter flight details for the API to process. This makes the request dynamic and allows easy updates without modifying the script.

1. Open a Google Sheet and name it anything you like. I named mine “Automating Flight Status Data Extraction”. Rename Sheet1 to “Input”.

2. In Row 1, add the following headers:

  • Airline Name → Full airline name (e.g., American Airlines, optional)
  • Airline Code → IATA airline code (e.g., AA for American Airlines)
  • Num → Number of flights to fetch (e.g., 2459)
  • Date → Flight date in YYYY-MM-DD format

Each row will contain details for different flights you want to track. The script will read these values and fetch real-time flight status data.

B) Set Up the Output Sheet

The Output Sheet will store the real-time flight data fetched from the API. This helps organize the retrieved details in a structured format for easy tracking.

1. In the same Google Sheet, create a new sheet and rename it “Output”.

2️. In Row 1, add the following headers:

  • Flight Number → 
  • Departure Airport → The airport where the flight takes off (e.g., LAX for Los Angeles International)
  • Scheduled Departure Time → The planned departure time based on the airline’s schedule (e.g., 10:30 AM, Feb 5)
  • Arrival Airport → The destination airport (e.g., JFK for John F. Kennedy International)
  • Scheduled Arrival Time → The estimated landing time (e.g., 6:45 PM, Feb 5)

Each time the script runs, it will fill up this sheet with live flight details.

3. Send Get Requests Through Apps Script

Now that your Google Sheet is ready, it’s time to connect it with FlightAPI using Google Apps Script. This script is already designed to:

  • Pick the required parameters for the API key to work from the Input Sheet
  • Send a request to FlightAPI
  • Store the retrieved data in the Output Sheet

You just need to add the script and edit your API key—that’s it!

Add the Script to Google Sheets

Follow these steps to insert the script into your Google Sheet:

1. Click ExtensionsApps Script

2. In the left panel, click Code.gs

3.  Remove any existing code and paste the script provided below 👇

function updateFlightDetailsDynamically() {
  var ss = SpreadsheetApp.getActiveSpreadsheet();
  var inputSheet = ss.getSheetByName("Input");
  var outputSheet = ss.getSheetByName("Output");
  // API setup
  var apiKey = 'Paste Your API Key'; // Updated API key
  // Determine the last row with data in the Input sheet
  var lastRow = inputSheet.getLastRow();
  // Clear existing data in the output
  outputSheet.getRange('A2:E' + lastRow).clearContent();
  for (var i = 2; i <= lastRow; i++) { // Loop through all rows with data
    // Fetch input data for each row
    var airlineCode = inputSheet.getRange("B" + i).getValue();
    var flightNumber = inputSheet.getRange("C" + i).getValue();
    var flightDate = Utilities.formatDate(new Date(inputSheet.getRange("D" + i).getValue()), Session.getScriptTimeZone(), "yyyyMMdd");
    // Construct API URL
    var apiUrl = 'https://api.flightapi.io/airline/' + apiKey + '?name=' + airlineCode + '&num=' + flightNumber + '&date=' + flightDate;
    // Make the API call
    var response = UrlFetchApp.fetch(apiUrl);
    var responseData = JSON.parse(response.getContentText());
    if (responseData.length > 0) {
      var departureData = responseData[0].departure[0];
      var arrivalData = responseData[1].arrival[0];
      // Prepare data for output
      var flightDetails = [
        flightNumber, // Flight Number
        departureData['Airport:'], // Departure Airport
        departureData['Scheduled Time:'], // Departure Time and Date
        arrivalData['Airport:'], // Arrival Airport
        arrivalData['Scheduled Time:'] // Arrival Time and Date
      ];
      // Write to the output sheet
      outputSheet.getRange(i, 1, 1, 5).setValues([flightDetails]);
    }
  }
}

4. Don’t forget to edit your “API Key” in the code

4, Click the Save button 💾

5. Click Run ▶️ to execute the script

Note: – If you’re running the script for the first time, Google may ask you to authorize access to your Google Account.

  • Click Review Permissions
  • Select your Google Account
  • Click Allow to grant script permissions

Once verified, the script will start pulling real-time flight data into your Output Sheet automatically! 

4. Verify the Execution & Check the Output

Once the script executes successfully, you’ll see an Execution Log confirming that the process has started and completed.

If everything is working correctly, check your Output Sheet—it will now contain flight details like departure airport, scheduled times, and arrival airport.

Download the Pre-Built Flight Data Extraction Blueprint

To save you time, I’ve prepared a Google Sheet Flight Status Tracker with everything already set up, structured headers, pre-written Apps Script, and a dynamic input/output system.

What’s Inside?

  • A structured Google Sheet with input & output headers
  • The Apps Script is pre-added. So, you don’t have to write code
  • Just search for “Replace This With Your API Key” in script and paste your actual API key there. That’s it, just fill up the required parameters and start extracting flight status data with ease.

👉 Download the Blueprint 

Wrap Up:

You now have a fully automated Google Sheets flight tracker.

But FlightAPI offers more than just flight status tracking. You can also use it for:
✔ Comparing flight prices from multiple vendors
✔ Access full airport schedules

FlightAPI provides fast and flexible integration and 8000+ businesses are already using it. Get started with FlightAPI to extract flight-related data. 

More to Explore

Here are a few guides and tutorials to help you dive deeper into flight data and automation.

Neha Jangid

Neha Jangid

Neha Jangid is an SEO and content specialist at FlightAPI, crafting tutorials and content that simplify flight data for users. She blends SEO strategy with clear communication to boost visibility and user engagement.

Read more articles to stay informed and explore related topics.

Flight API Statistics and Trends 2026

Neha Jangid

The airline industry is constantly evolving, but the data associated with it doesn’t always keep pace. Delay figures, API market sizes, passenger numbers, and AI adoption rates across airlines are scattered across paywalled reports and outdated press releases. Getting a clear picture of where flight APIs actually stand in 2026 takes time, even with AI search, because the results aren’t always accurate or complete. That’s why I researched, fact-checked, and put everything together in one place. This piece covers everything from the flight API market size and growth to what’s shaping the industry through the rest of 2026. Let’s go. The Flight Data API Market: Size and Growth The flight data API market has moved from a niche developer tool to a core layer in aviation infrastructure. But measuring its exact size isn’t straightforward. Different research firms define the market differently. Some focus only on flight status and tracking APIs. Others include broader aviation data services like pricing, analytics, and operational intelligence. That’s why the numbers don’t always line up. What does line up is the trajectory. Growth is consistent across every dataset. According to Verified Market Reports, the flight data API market was valued at USD 1.52 billion in 2024 and is projected to reach USD 4.67 billion by 2033, growing at a CAGR of 13.5% between 2026 and 2033. Other estimates sit in a similar range but differ slightly in scope. Business Research Insights Flight Data API Market places the market at USD 1.65 billion in 2026, reaching USD 3.29 billion by 2035, with a CAGR of 8.2%. While market definitions vary across reports, the overall growth trajectory remains consistent. What’s Driving Its Growth The shift toward APIs is already evident in airline operations, with adoption moving beyond early experimentation into core usage. Source: Business Research Insights aviation API report These figures reflect a broader structural shift in aviation. Airlines now operate in real time, where delays, pricing, routing, and passenger updates depend on continuous data exchange. APIs enable this without requiring complete system rebuilds. At the same time, cloud adoption is accelerating deployment and scalability, making it easier to integrate new data sources. The growing travel tech ecosystem, including aggregators and third-party platforms, is further increasing demand for structured flight data. In addition, data is becoming a strategic asset. Airlines are using it not only for operations but also to optimize pricing, route efficiency, and customer experience, reinforcing the role of APIs as a foundational layer in modern aviation systems. The Biggest Barrier to Adoption Despite strong market growth, adoption remains uneven across the aviation industry, with integration challenges acting as the primary constraint rather than a lack of demand. Key limitations across airlines: These constraints highlight a structural divide in the market. Larger airlines, supported by stronger infrastructure and budgets, are scaling API usage across operations. In contrast, smaller carriers and legacy systems face slower adoption cycles due to compatibility and cost limitations, rather than a lack of strategic intent. Where the Market Stands The flight data API market is transitioning into a foundational layer within aviation systems, with adoption already widespread among major airlines. Current market position: While market estimates vary depending on how the segment is defined, the overall direction remains consistent. APIs are increasingly becoming the standard method for data exchange across aviation systems, with their role expected to strengthen further as the industry continues to prioritize real-time operations and data-driven decision-making. Flight Data Providers for Core Data Needs As aviation systems become more data-driven, most applications depend on a consistent set of core data points. Across booking platforms, tracking tools, and internal systems, the primary needs remain the same – accurate pricing, real-time flight status, and reliable schedule data. To meet these needs, there are multiple flight data providers available, each offers different datasets and levels of coverage. However, for teams looking to access pricing, status, and schedule data through a single integration, platforms like FlightAPI bring these core data points together in one place. Explore the dedicated APIs and the data points👇 Flight Price API delivers real-time fare data across routes, supporting one-way, round-trip, and multi-city searches. It aggregates pricing from multiple airlines and vendors, returning structured details such as airline, route segments, duration, and fare breakdowns that make it suitable for booking engines and comparison platforms. Flight Status API provides live operational updates, including departure and arrival times, delays, cancellations, and flight progress. It also includes details like terminal and gate information where available, helping systems stay aligned with actual flight movements. Airport Schedule API offers structured data on arrivals, departures, routes, and timings across airports. This acts as a base layer for search, route mapping, and planning systems. Sign up to test these APIs and get 20 free credits. If you’re looking for additional travel data, I’ve put together a detailed roundup of tested Travel API providers for flights, hotels, and more. Aviation Demand Metrics For Passenger Growth and Capacity Trends Flight API usage is directly tied to how active and complex the aviation industry is at any given time. More passengers, higher load factors, and tighter schedules don’t just increase traffic; they increase the need for real-time coordination across systems. The current data shows that aviation demand is not just recovering, it is stabilizing at high levels. Global Passenger Demand The combination of rising demand + high load factors means airlines are operating closer to capacity limits. There’s less room for inefficiencies, which increases reliance on real-time systems to manage disruptions, pricing, and scheduling. Early 2026 Trends Source: IATA – Air Passenger Market Analysis (March 2026)Source: SITA Air Transport IT Insights Growth is continuing, but at a more controlled pace compared to the recovery years. That shift is important. It signals a move from rapid rebound to operational stability, where efficiency and optimization become more important than raw expansion. Again, both depend on structured and real-time data access. Peak Demand and Capacity Source: OAG – Airline Capacity Statistics The gap between peak and low-capacity days highlights how

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AviationStack vs FlightAPI: Which Flight Status API Should You Choose?

Neha Jangid

Both AviationStack and FlightAPI are popular choices for developers who need flight status and tracking data. If you are looking for the same, this guide compares both APIs so you can understand what they offer before integrating one into your project. In this blog post, I have broken down the important details of each API. We will look at the type of data points they return, how their endpoints work, and what features they provide that may matter during development. Things like flight status coverage, request limits, and ease of integration can affect how smoothly your application works once it goes live. Let’s get started with FlightAPI. FlightAPI FlightAPI provides APIs that allow developers to retrieve flight status and tracking information.  For this use case, it mainly offers two endpoints. One allows you to track a specific flight using the airline code and flight number. The other lets you check flights operating between two airports on a specific date. Both APIs return structured JSON responses, so the data can easily be parsed and displayed inside travel platforms, airport dashboards, or tracking tools. Data Returned Since FlightAPI provides two APIs for flight status and tracking, the type of data returned depends on the endpoint being used. 1. Flight Tracking API This flight tracking API tracks a specific flight using its airline code and flight number. The response contains detailed departure and arrival information for that flight. Common fields returned include: The response separates departure and arrival objects, which makes it easier to extract and display the data in flight tracking interfaces. To know more about the endpoint, parameters, and the response, check out the documentation. 2. Track Flights Between Airports API The second API allows you to track flights operating between two airports on a specific date. Instead of returning a single flight, this endpoint returns a list of flights scheduled on that route. Typical fields returned include: This endpoint is useful when you want to display all flights operating between two airports rather than tracking just one flight. Explore the documentation page to know more. Speed and Integration Both APIs follow a simple request structure. Developers only need to send a GET request with the required parameters, and the API returns the flight data in JSON format with lightning speed. Plus, the responses are structured and lightweight; they can be easily parsed in backend environments such as Node.js, Python, or other server-side languages. Pricing Best for FlightAPI is a good option for projects that need simple flight status and tracking data. It can be used for ⬇️ If you prefer no-code tools, you can still integrate FlightAPI and export flight tracking data without writing any code. Below are a few step-by-step tutorials that show how to build simple flight tracking workflows using popular tools ⬇️ AviationStack AviationStack provides a REST API that allows developers to retrieve real-time flight status and aviation data. For flight tracking and status use cases, the API mainly relies on the Flights API and the Airport Timetable API. Unlike some APIs that provide a dedicated flight tracking endpoint, AviationStack uses multiple endpoints depending on the type of query. For example, you can retrieve the status of a specific flight using filters in the Flights API, while airport arrival and departure boards are retrieved using the Timetable API. Endpoints return structured JSON responses, which makes the data easy to parse and integrate into travel platforms, airport dashboards, or flight monitoring tools. Data Returned Since AviationStack provides multiple endpoints across its aviation dataset, the response depends on which endpoint you use for flight status and tracking. Below are the main endpoints developers use when retrieving flight status data. 1. Flights API Endpoint: https://api.aviationstack.com/v1/flights This endpoint returns real-time flight status information and can also return historical flight data depending on the plan. Developers can filter results using parameters such as flight number, airline, departure airport, arrival airport, or flight status, which makes it possible to track specific flights. Common fields returned include: The response separates airline, flight, departure, and arrival objects, which makes it easier to extract flight information inside applications. 2. Flight Schedules API Endpoint: https://api.aviationstack.com/v1/flight_schedules This endpoint returns scheduled flights for airports or routes. Instead of returning a single flight, this endpoint returns a list of flights scheduled to arrive or depart from an airport, which makes it useful for building airport arrival or departure boards. Typical fields returned include: This endpoint is commonly used for airport schedule dashboards or arrival/departure boards. 3. Future Flight Schedules API Endpoint: https://api.aviationstack.com/v1/flightsFuture This endpoint allows developers to retrieve future scheduled flights. It is mainly used by applications that need to analyze or track upcoming flights for a specific airport or route. Typical fields returned include: This endpoint helps developers build tools that require future flight planning or schedule monitoring. Speed and Integration These APIs are in standard REST request structure, so developers can retrieve flight data by sending a simple HTTP GET request. Responses are returned in JSON format, which makes them easy to parse in backend environments such as Node.js, Python, PHP, or other server-side languages. Real-time flight status updates are typically delayed by around 30–60 seconds, which is considered average in the industry. Pricing Best for Projects that need detailed flight status data along with airport-level schedules. Typical use cases include: Final Verdict Both AviationStack and FlightAPI are solid APIs for retrieving flight status and tracking data. The right choice depends on how much data you need and how complex your integration is. You can explore more options in our blog on the best flight status APIs. If your goal is to track flights quickly and integrate the data with minimal setup, FlightAPI is usually the better option. It provides focused endpoints for tracking a flight by number or retrieving flights between airports. The responses are lightweight, integration is straightforward, and the pricing is more economical for higher request volumes. For most developer use cases like travel apps, tracking dashboards, or logistics tools, FlightAPI already returns the

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