{"id":3181,"date":"2025-09-26T10:09:57","date_gmt":"2025-09-26T10:09:57","guid":{"rendered":"https:\/\/www.makcorps.com\/blog\/?p=3181"},"modified":"2025-09-26T12:20:22","modified_gmt":"2025-09-26T12:20:22","slug":"pull-hotel-price-data-from-multiple-vendors-using-makcorps-api-n8n","status":"publish","type":"post","link":"https:\/\/www.makcorps.com\/blog\/pull-hotel-price-data-from-multiple-vendors-using-makcorps-api-n8n\/","title":{"rendered":"Pull Hotel Price Data from Multiple Vendors with MakCorps API and n8n"},"content":{"rendered":"\n<p>Comparing hotel prices online can feel like a never-ending game. One site shows $555, another jumps to $621, and by the time you\u2019ve checked a third, the first one has already changed. If you run a travel agency, manage hotels, or even want to build a tool to compare prices, this back-and-forth quickly eats up your time.<\/p>\n\n\n\n<p>Here\u2019s where it gets easier. With <a href=\"https:\/\/www.makcorps.com\/\">MakCorps API<\/a> and <a href=\"https:\/\/n8n.io\/\" target=\"_blank\" rel=\"noopener\">n8n<\/a>, you can pull hotel prices from different booking sites into one place, automatically. No more clicking around. No more messy spreadsheets. Just clear numbers you can actually use.<\/p>\n\n\n\n<p>And the best part? You don\u2019t need to be a developer. The setup takes only a few minutes, and you don\u2019t even have to build everything from scratch. By the end of this blog, you\u2019ll get a ready-to-use blueprint. Import it, make a couple of quick changes, and you\u2019ll be automating hotel price collection in seconds.<\/p>\n\n\n\n<p>Let\u2019s jump in.<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_76 ez-toc-wrap-center counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #e29a12;color:#e29a12\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #e29a12;color:#e29a12\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.makcorps.com\/blog\/pull-hotel-price-data-from-multiple-vendors-using-makcorps-api-n8n\/#What_You_Will_Need\" >What You Will Need<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.makcorps.com\/blog\/pull-hotel-price-data-from-multiple-vendors-using-makcorps-api-n8n\/#Get_Your_API_Key_and_Understand_the_APIs\" >Get Your API Key and Understand the APIs<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.makcorps.com\/blog\/pull-hotel-price-data-from-multiple-vendors-using-makcorps-api-n8n\/#Prepare_Your_Google_Sheet\" >Prepare Your Google Sheet<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.makcorps.com\/blog\/pull-hotel-price-data-from-multiple-vendors-using-makcorps-api-n8n\/#Create_Your_Workflow_on_n8n\" >Create Your Workflow on n8n<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.makcorps.com\/blog\/pull-hotel-price-data-from-multiple-vendors-using-makcorps-api-n8n\/#Step_1_Add_a_Trigger_Node\" >Step 1: Add a Trigger Node<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.makcorps.com\/blog\/pull-hotel-price-data-from-multiple-vendors-using-makcorps-api-n8n\/#Step_2_Get_Rows_from_Google_Sheets\" >Step 2: Get Rows from Google Sheets<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.makcorps.com\/blog\/pull-hotel-price-data-from-multiple-vendors-using-makcorps-api-n8n\/#Step_3_Loop_Over_Items\" >Step 3: Loop Over Items<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.makcorps.com\/blog\/pull-hotel-price-data-from-multiple-vendors-using-makcorps-api-n8n\/#Step_4_Edit_Fields_Node\" >Step 4: Edit Fields Node<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.makcorps.com\/blog\/pull-hotel-price-data-from-multiple-vendors-using-makcorps-api-n8n\/#Step_5_Call_the_Hotel_Mapping_API\" >Step 5: Call the Hotel Mapping API<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.makcorps.com\/blog\/pull-hotel-price-data-from-multiple-vendors-using-makcorps-api-n8n\/#Step_6_JavaScript_Code_Node\" >Step 6: JavaScript Code Node<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.makcorps.com\/blog\/pull-hotel-price-data-from-multiple-vendors-using-makcorps-api-n8n\/#Step_7_Edit_Fields_Node_Extract_Hotel_Details\" >Step 7: Edit Fields Node (Extract Hotel Details)<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.makcorps.com\/blog\/pull-hotel-price-data-from-multiple-vendors-using-makcorps-api-n8n\/#Step_8_Call_the_Hotel_Price_API\" >Step 8: Call the Hotel Price API<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.makcorps.com\/blog\/pull-hotel-price-data-from-multiple-vendors-using-makcorps-api-n8n\/#Step_9_Organize_the_Data_with_a_Code_Node\" >Step 9: Organize the Data with a Code Node<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.makcorps.com\/blog\/pull-hotel-price-data-from-multiple-vendors-using-makcorps-api-n8n\/#Step_10_Append_Data_to_Google_Sheets\" >Step 10: Append Data to Google Sheets<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.makcorps.com\/blog\/pull-hotel-price-data-from-multiple-vendors-using-makcorps-api-n8n\/#Download_the_Blueprint_and_Get_Started\" >Download the Blueprint and Get Started<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/www.makcorps.com\/blog\/pull-hotel-price-data-from-multiple-vendors-using-makcorps-api-n8n\/#Conclusion\" >Conclusion:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/www.makcorps.com\/blog\/pull-hotel-price-data-from-multiple-vendors-using-makcorps-api-n8n\/#Additional_Resources\" >Additional Resources<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_You_Will_Need\"><\/span><strong>What You Will Need<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Before we get started, make sure you have these three things ready:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>MakCorps API&nbsp;<\/li>\n\n\n\n<li>An Account on n8n<\/li>\n\n\n\n<li>Google Sheet<\/li>\n<\/ul>\n\n\n\n<p>If you\u2019d rather learn through a video, check out the one below where I walk you through everything step by step \u2b07\ufe0f<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Pull Hotel Prices from Multiple OTAs with MakCorps API + n8n\" width=\"720\" height=\"405\" src=\"https:\/\/www.youtube.com\/embed\/cLvXQWeDAaM?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Get_Your_API_Key_and_Understand_the_APIs\"><\/span><strong>Get Your API Key and Understand the APIs<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Start by <a href=\"https:\/\/www.makcorps.com\/signup.html\">signing up<\/a> on makcorps.com. After creating your account, you\u2019ll get an email with your API key. Keep it safe, because you\u2019ll need it later in the workflow.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"351\" src=\"https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-9-1024x351.png\" alt=\"\" class=\"wp-image-3183\" srcset=\"https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-9-1024x351.png 1024w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-9-300x103.png 300w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-9-768x263.png 768w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-9.png 1484w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>For pulling hotel prices, you\u2019ll be using two APIs:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Hotel Mapping API<\/strong> \u2013<a href=\"https:\/\/docs.makcorps.com\/mapping-api-hotel-city-ids\" target=\"_blank\" rel=\"noopener\"> Docs here<\/a>. This gives you the hotel\u2019s unique mapping ID. Every hotel has one, and you\u2019ll need it before fetching any prices.<br><\/li>\n\n\n\n<li><strong>Hotel Price API (Search by Hotel ID)<\/strong> \u2013<a href=\"https:\/\/docs.makcorps.com\/hotel-price-apis\/hotel-api-search-by-hotel-id\" target=\"_blank\" rel=\"noopener\"> Docs here<\/a>. Once you have the mapping ID, this API pulls live hotel prices from different vendors.<br><\/li>\n<\/ol>\n\n\n\n<p>The process is simple: find the ID with the first API, then use that ID in the second API to fetch prices. Each API has its own parameters, so check the linked documentation to understand how they work.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Prepare_Your_Google_Sheet\"><\/span><strong>Prepare Your Google Sheet<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Create a new Google Sheet with two tabs:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Input<\/strong> \u2013 where you\u2019ll enter the hotels you want to track.<br><\/li>\n\n\n\n<li><strong>Output<\/strong> \u2013 where the pricing data will be stored automatically.<br><br><img loading=\"lazy\" decoding=\"async\" width=\"1158\" height=\"864\" src=\"data:image\/png;base64,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\"><\/li>\n<\/ul>\n\n\n\n<p>On the <strong>Input<\/strong> sheet, add a column called <strong>Hotel Name<\/strong>. Enter each hotel along with its city name in the same cell (e.g., <em>Hotel Name + City<\/em>). This format is required so the Hotel Mapping API can identify the correct hotel ID for the automation.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Create_Your_Workflow_on_n8n\"><\/span><strong>Create Your Workflow on n8n<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Now that everything is ready, let\u2019s move over to <strong>n8n<\/strong>.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Sign up and log in to your n8n account.<br><\/li>\n\n\n\n<li>On the dashboard, click <strong>Create Workflow<\/strong>. This will open a blank workflow canvas.<\/li>\n<\/ol>\n\n\n\n<p>Now we\u2019ll add nodes as functions and link them together to build the workflow. Here\u2019s how it works.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Step_1_Add_a_Trigger_Node\"><\/span>Step 1: Add a Trigger Node<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Click on the <strong>+<\/strong> icon in your workflow canvas, search for <strong>Manual Trigger<\/strong>, and add it. This node will help you execute the full workflow for testing.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"510\" src=\"https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-10-1024x510.png\" alt=\"\" class=\"wp-image-3184\" srcset=\"https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-10-1024x510.png 1024w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-10-300x149.png 300w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-10-768x382.png 768w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-10.png 1161w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Step_2_Get_Rows_from_Google_Sheets\"><\/span>Step 2: Get Rows from Google Sheets<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Next, we\u2019ll pull the hotel names from your Google Sheet.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"461\" src=\"https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-11-1024x461.png\" alt=\"\" class=\"wp-image-3185\" srcset=\"https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-11-1024x461.png 1024w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-11-300x135.png 300w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-11-768x346.png 768w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-11-1536x692.png 1536w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-11.png 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Add a new node and search for <strong>Google Sheets<\/strong>.<br><\/li>\n\n\n\n<li>Select the <strong>Google Sheets<\/strong> node.<br><\/li>\n\n\n\n<li>Configure it as follows:<br>\n<ul class=\"wp-block-list\">\n<li><strong>Resource<\/strong> \u2192 <em>Sheet Within Document<\/em><em><br><\/em><\/li>\n\n\n\n<li><strong>Operation<\/strong> \u2192 <em>Get Row(s)<\/em><em><br><\/em><\/li>\n\n\n\n<li><strong>Document<\/strong> \u2192 Select your Google Sheet (<em>Hotel Price Comparison Data<\/em>)<br><\/li>\n\n\n\n<li><strong>Sheet<\/strong> \u2192 Choose the <em>Input<\/em> tab<br><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>Once you execute this node, you\u2019ll see all the hotel names listed in the output.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Step_3_Loop_Over_Items\"><\/span>Step 3: Loop Over Items<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Next, add the <strong>Loop Over Items<\/strong> node.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>On your canvas, click <strong>+<\/strong> and select <strong>Loop Over Items<\/strong>.<br><\/li>\n\n\n\n<li>Set <strong>Batch Size<\/strong> to 1.<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"425\" src=\"https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-12-1024x425.png\" alt=\"\" class=\"wp-image-3186\" srcset=\"https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-12-1024x425.png 1024w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-12-300x125.png 300w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-12-768x319.png 768w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-12-1536x637.png 1536w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-12.png 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Now you must be wondering why this step is necessary. Well it is because without the loop, n8n would try to process all rows together. By using this node, the workflow handles one row at a time, making sure each hotel is sent through the API correctly.<\/p>\n\n\n\n<p>Once you execute the node, you\u2019ll notice in the output that it creates separate batches. Each batch represents one row from your sheet being processed individually.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Step_4_Edit_Fields_Node\"><\/span>Step 4: Edit Fields Node<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>After looping through each hotel name one by one, the next step is to cleanly map that hotel name into a new field. This is where the <strong>Edit Fields<\/strong> node comes in.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"436\" src=\"https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-14-1024x436.png\" alt=\"\" class=\"wp-image-3188\" srcset=\"https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-14-1024x436.png 1024w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-14-300x128.png 300w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-14-768x327.png 768w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-14-1536x655.png 1536w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-14.png 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ol class=\"wp-block-list\">\n<li>On your canvas, click <strong>+<\/strong> and add the <strong>Edit Fields<\/strong> node.<br><\/li>\n\n\n\n<li>In <strong>Mode<\/strong>, choose <em>Manual Mapping<\/em>.<br><\/li>\n\n\n\n<li>Under <strong>Fields to Set<\/strong>, create a new field \u2014 here we called it sheetHotel.<\/li>\n\n\n\n<li>For the value, insert the expression \u2b07\ufe0f:<\/li>\n<\/ol>\n\n\n\n<pre class=\"wp-block-code\"><code>{{$json&#91;\"Hotel Name\"]}}<\/code><\/pre>\n\n\n\n<ol start=\"4\" class=\"wp-block-list\">\n<li>&nbsp;This tells n8n to grab the \u201cHotel Name\u201d value from each row of your Google Sheet and assign it to the new field sheetHotel.<\/li>\n<\/ol>\n\n\n\n<p>When you run this node, you\u2019ll see in the output that the original data (row number and hotel name) is still there, but now you also have sheetHotel as a separate field.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Step_5_Call_the_Hotel_Mapping_API\"><\/span>Step 5: Call the Hotel Mapping API<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Now it&#8217;s time to send our first request to the <strong>Hotel Mapping API<\/strong>. This API will return a <strong>document_id<\/strong>, which acts as the unique hotel ID we\u2019ll use later to pull pricing data.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"460\" src=\"https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-15-1024x460.png\" alt=\"\" class=\"wp-image-3189\" srcset=\"https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-15-1024x460.png 1024w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-15-300x135.png 300w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-15-768x345.png 768w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-15-1536x690.png 1536w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-15.png 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Add a new node and choose <strong>HTTP Request<\/strong>.<br><\/li>\n\n\n\n<li>Configure it like this:<br>\n<ul class=\"wp-block-list\">\n<li><strong>Method<\/strong> \u2192 GET<br><\/li>\n\n\n\n<li><strong>URL<\/strong> \u2192 https:\/\/api.makcorps.com\/mapping<br><\/li>\n\n\n\n<li><strong>Authentication<\/strong> \u2192 None<br><\/li>\n\n\n\n<li><strong>Send Query Parameters<\/strong> \u2192 Enable this<br><\/li>\n\n\n\n<li><strong>Query Parameters<\/strong>:<br>\n<ul class=\"wp-block-list\">\n<li><strong>Name<\/strong> \u2192 api_key \u2192 paste your MakCorps API key here<br><\/li>\n\n\n\n<li>Add any other required parameters (check the<a href=\"https:\/\/docs.makcorps.com\/mapping-api-hotel-city-ids\" target=\"_blank\" rel=\"noopener\"> Hotel Mapping API docs<\/a> for the full list, such as hotel_name and city_name)<br><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p>Once everything is set, click <strong>Execute Node<\/strong>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Step_6_JavaScript_Code_Node\"><\/span>Step 6: JavaScript Code Node<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>After calling the <strong>Hotel Mapping API<\/strong>, you\u2019ll notice something: sometimes it returns more than one possible match for the hotel name. For example, if you search for \u201cMarriott,\u201d the API might return multiple results (Marriott Marquis, Marriott Downtown, Marriott Residence Inn, etc.).&nbsp;<\/p>\n\n\n\n<p>Therefore we need to add the code filters through all the possible matches and automatically selects the <strong>best possible hotel<\/strong>. Without it, you\u2019d have to manually check the list of results and pick the right hotel ID yourself, which defeats the purpose of automation.<\/p>\n\n\n\n<p><strong>Copy and paste this code:<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ Sheet text from your Set node:\nconst sheet = ($items('Edit Fields1')&#91;0]?.json?.sheetHotel || '')\n  .toLowerCase().replace(\/&amp;amp;\/g,'&amp;');\n\nconst norm = s =&gt; (s || '').toLowerCase().replace(\/&amp;amp;\/g,'&amp;');\nconst tok  = s =&gt; Array.from(new Set(s.replace(\/&#91;^\\w\\s]\/g,' ').split(\/\\s+\/).filter(Boolean)));\n\nconst STOP = new Set(&#91;'new','york','nyc','hotel','hotels','by','the','of','at','in',\n                      'manhattan','residence','courtyard','inn','suites','springhill',\n                      'fairfield','marriott','club']);\n\nconst A = tok(sheet);\nconst Acore = A.filter(t =&gt; !STOP.has(t)); \/\/ \u201cmarquis\u201d etc.\n\n\/\/ score each candidate\nconst scored = items.map(it =&gt; {\n  const name = norm(it.json.details?.highlighted_name || it.json.details?.name || it.json.name);\n  const B = tok(name);\n\n  const interAll  = A.filter(t =&gt; B.includes(t)).length;\n  const interCore = Acore.filter(t =&gt; B.includes(t)).length;\n\n  \/\/ balanced score: reward distinctive-token hits, then overall overlap\n  const r1 = interAll \/ Math.max(A.length, 1);\n  const r2 = interAll \/ Math.max(B.length, 1);\n  const jacc = interAll \/ new Set(&#91;...A, ...B]).size;\n\n  const score = interCore * 3 + Math.min(r1, r2) + jacc;\n  return { it, score };\n}).sort((a,b) =&gt; b.score - a.score);\n\n\/\/ emit exactly one best item\nreturn &#91; (scored&#91;0]?.it || items&#91;0]) ];\n<\/code><\/pre>\n\n\n\n<p>After running this node, instead of multiple hotels, you\u2019ll only get <strong>one hotel with its document_id<\/strong> (the unique hotel ID). This ID is now clean, reliable, and ready to be used in the <strong>Hotel Price API<\/strong> to pull vendor pricing.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Step_7_Edit_Fields_Node_Extract_Hotel_Details\"><\/span>Step 7: Edit Fields Node (Extract Hotel Details)<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>After the Code node has selected the best match, we now want to cleanly pull out only the important details from the Mapping API response. This is done using another <strong>Edit Fields<\/strong> node.<\/p>\n\n\n\n<p>Here\u2019s what to do:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Add an <strong>Edit Fields<\/strong> node.<br><\/li>\n\n\n\n<li>Switch <strong>Mode<\/strong> to <em>Manual Mapping<\/em>.<br><\/li>\n\n\n\n<li><strong>Create the following fields:<\/strong><\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"461\" src=\"https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-16-1024x461.png\" alt=\"\" class=\"wp-image-3191\" srcset=\"https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-16-1024x461.png 1024w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-16-300x135.png 300w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-16-768x346.png 768w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-16-1536x692.png 1536w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-16.png 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>hotel_id<\/strong> \u2192<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>{{$json.value}}<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&nbsp;This extracts the document_id (the unique hotel ID).<br><\/li>\n<\/ul>\n\n\n\n<p><strong>hotel_name<\/strong> \u2192<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>{{$json.details?.highlighted_name || $json.details?.name || $json.name}}<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&nbsp;This ensures we always get a clean hotel name, even if some fields are missing.<br><\/li>\n<\/ul>\n\n\n\n<p><strong>city<\/strong> \u2192<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>{{$json.details?.parent_name}}<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&nbsp;This picks the city from the Mapping API response.<br><\/li>\n\n\n\n<li><strong>coords<\/strong> \u2192<br>If you want coordinates, you can also pull them here (from latitude and longitude in the API response).<br><\/li>\n<\/ul>\n\n\n\n<p>The Mapping API gives back a lot of extra information (address, parent IDs, place types, etc.). We don\u2019t need all of it. This node makes sure we keep only the essential fields we\u2019ll need in the <strong>Hotel Price API<\/strong> such as:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Hotel ID (for the next API call)<br><\/li>\n\n\n\n<li>Hotel Name (for reference)<br><\/li>\n\n\n\n<li>City (to confirm accuracy)<br><\/li>\n\n\n\n<li>Coordinates (optional, but useful if you want to map hotels later)<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"522\" src=\"https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-17-1024x522.png\" alt=\"\" class=\"wp-image-3192\" srcset=\"https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-17-1024x522.png 1024w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-17-300x153.png 300w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-17-768x391.png 768w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-17-1536x782.png 1536w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-17.png 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Step_8_Call_the_Hotel_Price_API\"><\/span>Step 8: Call the Hotel Price API<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Now comes the important part, fetching the actual prices. This is where we use the <strong>Hotel Price API &#8211; By Hotel ID<\/strong>. The endpoint is:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>https:&#47;&#47;api.makcorps.com\/hotel<\/code><\/pre>\n\n\n\n<p>Add a new <strong>HTTP Request<\/strong> node and configure it like this:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Method<\/strong> \u2192 GET<br><\/li>\n\n\n\n<li><strong>URL<\/strong> \u2192 paste the endpoint above<br><\/li>\n<\/ul>\n\n\n\n<p>Then add the query parameters:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>api_key \u2192 your MakCorps API key<br><\/li>\n\n\n\n<li>hotelid \u2192 drag and drop the hotel_id from the previous step<br><\/li>\n\n\n\n<li>adults \u2192 number of adults<br><\/li>\n\n\n\n<li>rooms \u2192 number of rooms<br><\/li>\n\n\n\n<li>checkin \u2192 check-in date (YYYY-MM-DD)<br><\/li>\n\n\n\n<li>checkout \u2192 check-out date (YYYY-MM-DD)<br><\/li>\n\n\n\n<li>cur \u2192 currency, e.g. USD or any you want<br><\/li>\n\n\n\n<li>tax \u2192 optional, set true if you want tax included<br><\/li>\n<\/ul>\n\n\n\n<p>Once everything is filled, click <strong>Execute Node<\/strong>.<\/p>\n\n\n\n<p>You\u2019ll now see the API response in JSON format. Inside the comparison list, each vendor is shown with:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Vendor name<\/li>\n\n\n\n<li>Price&nbsp;<\/li>\n\n\n\n<li>Tax&nbsp;<\/li>\n\n\n\n<li>Total Tax<\/li>\n<\/ul>\n\n\n\n<p>This is the data we want to pull. But there missing 1 thing missing: the hotel name. For that follow the next step.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Step_9_Organize_the_Data_with_a_Code_Node\"><\/span>Step 9: Organize the Data with a Code Node<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>From the <strong>HTTP Request<\/strong> node, we now have the price comparison data from different vendors. But the issue here is: if we directly push this into Google Sheets, we won\u2019t know which prices belong to which hotel.<\/p>\n\n\n\n<p>To fix this, we\u2019ll add a <strong>Code<\/strong> node and include the hotel details (like name and city) with each vendor\u2019s pricing.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Add a <strong>Code<\/strong> node.<br><\/li>\n\n\n\n<li>Set <strong>Mode<\/strong> to <em>Run Once for All Items<\/em>.<br><\/li>\n\n\n\n<li><strong>Copy and paste this JavaScript code inside:<\/strong><\/li>\n<\/ol>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ Get hotel context from your Set node (rename if yours isn't \"Edit Fields\")\n\nconst meta = $items('Edit Fields')&#91;0].json;\n\n\/\/ The API returns: { comparison: &#91; &#91; { vendor1, price1, tax1, Totalprice1 }, ... ] ] }\n\nconst cmp = $json.comparison || &#91;];\n\nconst arr = Array.isArray(cmp&#91;0]) ? cmp&#91;0] : cmp;\n\n\/\/ helper to convert \"$779\" -&gt; 779\n\nconst toNum = v =&gt; (typeof v === 'string') ? Number(v.replace(\/&#91;^0-9.-]\/g, '')) : (v ?? null);\n\nconst rows = (arr || &#91;]).map(o =&gt; {\n\n&nbsp;&nbsp;let vendor = null, price = null, tax = null, total = null;\n\n&nbsp;&nbsp;for (const &#91;k, v] of Object.entries(o)) {\n\n&nbsp;&nbsp;&nbsp;&nbsp;const key = k.toLowerCase();\n\n&nbsp;&nbsp;&nbsp;&nbsp;if (key.startsWith('vendor')) vendor = v;\n\n&nbsp;&nbsp;&nbsp;&nbsp;else if (key.startsWith('totalprice')) total = v;\n\n&nbsp;&nbsp;&nbsp;&nbsp;else if (key.startsWith('price')) price = v;\n\n&nbsp;&nbsp;&nbsp;&nbsp;else if (key.startsWith('tax')) tax = v;\n\n&nbsp;&nbsp;}\n\n&nbsp;&nbsp;return {\n\n&nbsp;&nbsp;&nbsp;&nbsp;json: {\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;sheet_hotel: meta.sheetHotel || null,\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;mapped_hotel: meta.hotel_name || null,\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;hotel_id: meta.hotel_id || null,\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;city: meta.city || null,\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;vendor,\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;price: toNum(price),\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;tax: toNum(tax),\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;total: toNum(total)\n\n&nbsp;&nbsp;&nbsp;&nbsp;}\n\n&nbsp;&nbsp;};\n\n});\n\n\/\/ If nothing parsed, return a placeholder row\n\nreturn rows.length ? rows : &#91;{\n\n&nbsp;&nbsp;json: {\n\n&nbsp;&nbsp;&nbsp;&nbsp;sheet_hotel: meta.sheetHotel || null,\n\n&nbsp;&nbsp;&nbsp;&nbsp;mapped_hotel: meta.hotel_name || null,\n\n&nbsp;&nbsp;&nbsp;&nbsp;hotel_id: meta.hotel_id || null,\n\n&nbsp;&nbsp;&nbsp;&nbsp;city: meta.city || null,\n\n&nbsp;&nbsp;&nbsp;&nbsp;note: 'No vendor rows found in response'\n\n&nbsp;&nbsp;}\n\n}];<\/code><\/pre>\n\n\n\n<p>4.&nbsp; Click <strong>Execute Node<\/strong>.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"456\" src=\"https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-18-1024x456.png\" alt=\"\" class=\"wp-image-3193\" srcset=\"https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-18-1024x456.png 1024w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-18-300x134.png 300w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-18-768x342.png 768w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-18-1536x684.png 1536w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-18.png 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Now, as you can see in the screenshot, the output also includes the hotel name. With that in place, we\u2019re ready to send the data into Google Sheets.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Step_10_Append_Data_to_Google_Sheets\"><\/span>Step 10: Append Data to Google Sheets<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>We\u2019ve got the hotel names, IDs, cities, and vendor prices all organized. Now it\u2019s time to send everything into Google Sheets so you can see the results in a clean table.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"460\" src=\"https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-19-1024x460.png\" alt=\"\" class=\"wp-image-3194\" srcset=\"https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-19-1024x460.png 1024w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-19-300x135.png 300w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-19-768x345.png 768w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-19-1536x690.png 1536w, https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/image-19.png 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Add a new node and select <strong>Google Sheets and then select \u201cappend row in sheet\u201d<\/strong>.<br><\/li>\n\n\n\n<li>Set the <strong>Operation<\/strong> to <strong>Append Row<\/strong>.<br><\/li>\n\n\n\n<li>Choose your spreadsheet (<em>Hotel Price Comparison Data<\/em>).<br><\/li>\n\n\n\n<li>Under <strong>Sheet<\/strong>, pick the <strong>Output<\/strong> tab we created earlier.<br><\/li>\n\n\n\n<li>Set <strong>Mapping Column Mode<\/strong> to <em>Map Automatically<\/em>.<br><\/li>\n<\/ol>\n\n\n\n<p>Click Execute Node and boom &#8211; the data will be shown in the Output sheet.<\/p>\n\n\n\n<figure class=\"wp-block-video\"><video autoplay controls src=\"https:\/\/www.makcorps.com\/blog\/wp-content\/uploads\/2025\/09\/screen-recording-2025-09-26-135618-1_W2gAaXWq.mp4\"><\/video><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Download_the_Blueprint_and_Get_Started\"><\/span>Download the Blueprint and Get Started<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>You don\u2019t have to build this workflow from scratch &#8211; I\u2019ve got you covered. \ud83d\udc49 <a href=\"https:\/\/drive.google.com\/drive\/folders\/1qkaEImJFmgUJcBE7smJAEjZwPeennfzq?usp=sharing\" target=\"_blank\" rel=\"noopener\">Download the ready-made blueprint here<\/a><strong>.<\/strong><\/p>\n\n\n\n<p>Once you import it into your n8n account, just make a few quick changes:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Replace the <strong>API key<\/strong> with your own from MakCorps.<br><\/li>\n\n\n\n<li>Connect your own <strong>Google Sheet<\/strong> (create a fresh one if needed).<br><\/li>\n\n\n\n<li>Update every node that points to the sheet with your new spreadsheet and tabs.<br><\/li>\n\n\n\n<li>Don\u2019t forget to add your <strong>hotel names along with their city<\/strong> in the Input tab &#8211; otherwise the workflow won\u2019t know which hotels to pull data for.<br><\/li>\n<\/ul>\n\n\n\n<p>That\u2019s it!&nbsp; In just a few minutes, you\u2019ll have an automated system pulling live hotel price data from multiple vendors directly into your Google Sheet.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Conclusion\"><\/span>Conclusion:<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Manually hopping between booking sites to compare hotel prices is not just exhausting but also a waste of time you could spend growing your business. With MakCorps API + n8n, you\u2019ve now got a simple way to automate it all neatly and organised in Google Sheets. Without having to hire a developer.<br><br>You can save your money and most important asset your time with this workflow. So, just download the blueprint, import it in your n8n workflow and start pulling live hotel prices.&nbsp;<\/p>\n\n\n\n<p>\ud83d\udc49 <a href=\"https:\/\/www.makcorps.com\/\">Sign up<\/a> for MakCorps now and get 30 free API calls to begin with.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Additional_Resources\"><\/span>Additional Resources <span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.makcorps.com\/blog\/pull-hotel-prices-for-any-city-using-n8n-makcorps-api\/\">Pull Hotel Prices for Any City using n8n + MakCorps API<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.makcorps.com\/blog\/extract-hotel-prices-from-multiple-vendors-using-google-sheet-api\/\">Extract Hotel Prices from Multiple Vendors using Google Sheet API<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.makcorps.com\/blog\/extract-booking-com-data-with-python-and-makcorps-api\/\">Extract Booking.com Data with Python and MakCorps API<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.makcorps.com\/blog\/build-hotel-price-tracker-with-loveable\/\">Build Hotel Price Tracker with Loveable<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.makcorps.com\/blog\/hotel-api-provider-companies\/\">Hotel API Provider Companies<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.makcorps.com\/blog\/price-apis-for-the-hospitality-industry\/\">Price APIs for the Hospitality Industry<\/a><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Comparing hotel prices online can feel like a never-ending game. One site shows $555, another jumps to $621, and by the time you\u2019ve checked a third, the first one has already changed. If you run a travel agency, manage hotels, or even want to build a tool to compare prices, this back-and-forth quickly eats up&#8230;<\/p>\n","protected":false},"author":3,"featured_media":3196,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"footnotes":""},"categories":[49],"tags":[51],"class_list":["post-3181","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tutorials","tag-n8n"],"_links":{"self":[{"href":"https:\/\/www.makcorps.com\/blog\/wp-json\/wp\/v2\/posts\/3181","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.makcorps.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.makcorps.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.makcorps.com\/blog\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.makcorps.com\/blog\/wp-json\/wp\/v2\/comments?post=3181"}],"version-history":[{"count":5,"href":"https:\/\/www.makcorps.com\/blog\/wp-json\/wp\/v2\/posts\/3181\/revisions"}],"predecessor-version":[{"id":3204,"href":"https:\/\/www.makcorps.com\/blog\/wp-json\/wp\/v2\/posts\/3181\/revisions\/3204"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.makcorps.com\/blog\/wp-json\/wp\/v2\/media\/3196"}],"wp:attachment":[{"href":"https:\/\/www.makcorps.com\/blog\/wp-json\/wp\/v2\/media?parent=3181"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.makcorps.com\/blog\/wp-json\/wp\/v2\/categories?post=3181"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.makcorps.com\/blog\/wp-json\/wp\/v2\/tags?post=3181"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}