{"id":47992,"date":"2026-08-06T18:37:09","date_gmt":"2026-08-06T15:37:09","guid":{"rendered":"https:\/\/snov.io\/knowledgebase\/?p=47992"},"modified":"2026-08-09T15:20:51","modified_gmt":"2026-08-09T12:20:51","slug":"how-to-enrich-prospect-data-using-ai-web-search","status":"publish","type":"post","link":"https:\/\/snov.io\/knowledgebase\/how-to-enrich-prospect-data-using-ai-web-search\/","title":{"rendered":"How to enrich prospects with web data using AI"},"content":{"rendered":"<p><!--ARCADE EMBED START--><\/p>\n<div style=\"position: relative; padding-bottom: calc(46.6146% + 41px); height: 0px; width: 100%;\"><iframe style=\"position: absolute; top: 0; left: 0; width: 100%; height: 100%; color-scheme: light;\" title=\"Web search enrichment\" src=\"https:\/\/demo.arcade.software\/rohuNtaHs9LdTX4O7OKp?embed&amp;embed_mobile=tab&amp;embed_desktop=inline&amp;show_copy_link=true\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\" loading=\"lazy\"><\/iframe><\/div>\n<p><!--ARCADE EMBED END--><\/p>\n<p>This guide explains how to use <strong>Fill out from web<\/strong>, an enrichment tool in Snov.io, to search the web and find insights for multiple prospects at once.<\/p>\n<p><a href=\"#select-prospects\">Select prospects and open the tool<\/a><\/p>\n<p><a href=\"#write-your-prompt\">Write your prompt<\/a><\/p>\n<p><a href=\"#add-data-variables\">Add data variables<\/a><\/p>\n<p><a href=\"#column-types\">Column types (single vs bulk)<\/a><\/p>\n<p><a href=\"#prompt-tips\">Prompt tips<\/a><\/p>\n<p><a href=\"#prompt-templates\">Prompt templates<\/a><\/p>\n<p><a href=\"#choose-ai-model\">Choose AI model<\/a><\/p>\n<p><a href=\"#choose-column-for-results\">Choose column for results<\/a><\/p>\n<p><a href=\"#manage-data-overwrite\">Manage data overwrite<\/a><\/p>\n<p><a href=\"#check-your-tokens\">Check your tokens<\/a><\/p>\n<p><a href=\"#start-search\">Start search<\/a><\/p>\n<p><a href=\"#view-enriched-data\">View enriched data<\/a><\/p>\n<p><a href=\"#next-steps\">Next steps<\/a><\/p>\n<ul>\n<li><a href=\"#export-to-csv\">Export to CSV<\/a><\/li>\n<li><a href=\"#use-results-as-data-variables\">Use results as data variables<\/a><\/li>\n<\/ul>\n<div class=\"notification-block learn\">\n<div class=\"notification-block__icon\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/snov.io\/knowledgebase\/wp-content\/themes\/knowledgebase-n\/assets\/img\/fluent_chat-warning-16-regular.svg\" alt=\"learn\" width=\"32\" height=\"32\" \/><\/div>\n<div class=\"notification-block__text\">\n<p><strong>Before you start. <\/strong>To use Fill out from web, make sure you have:<\/p>\n<p>&nbsp;<\/p>\n<p><strong>1) Prospects in a list.<\/strong> Enrichment requires existing data (like a Company name or Domain). Add prospects <a href=\"https:\/\/snov.io\/knowledgebase\/how-to-import-a-prospect-list-into-your-snovio-account\/\" target=\"_blank\" rel=\"noopener\">from a file<\/a>, or use <a href=\"https:\/\/app.snov.io\/database-search\" target=\"_blank\" rel=\"noopener\">Database Search<\/a>. Learn what <a href=\"https:\/\/snov.io\/knowledgebase\/prospect-enrichment-actions\/\" target=\"_blank\" rel=\"noopener\">starting data each action requires<\/a>.<\/p>\n<p><strong>2) Tokens.<\/strong> All enrichments use <a href=\"https:\/\/app.snov.io\/account\/billing\" target=\"_blank\" rel=\"noopener\">tokens<\/a>, a separate currency from your plan credits. <a href=\"https:\/\/snov.io\/knowledgebase\/what-are-tokens-and-how-to-use-them\/\" target=\"_blank\" rel=\"noopener\">Learn more about tokens<\/a>.<\/p>\n<\/div>\n<\/div>\n<p><strong>Fill out from web<\/strong> is an AI enrichment in Snov.io that lets you search any public data about your prospects and pull that data directly from the web or generate new insights based on the data found.<\/p>\n<h3><strong>Why use it<\/strong><\/h3>\n<p>Unlike manual research of each prospect, Snov.io runs it for as many prospects as you need, a few or a whole list.<\/p>\n<p>Instead of fixed data points you get in other enrichments, in Web search you decide what insights you need.<\/p>\n<h3><strong>How it works<\/strong><\/h3>\n<p>Write a prompt where you tell what data you want. Snov.io finds it and adds it to your list as a data column.<\/p>\n<h2 id=\"select-prospects\"><strong>Select prospects and open the tool<\/strong><\/h2>\n<p>Go to your <a href=\"https:\/\/app.snov.io\/prospects\" target=\"_blank\" rel=\"noopener\">Prospects<\/a> and choose the list you want to enrich. Pick one or more prospects using the checkboxes on the left.<\/p>\n<p>Click the <strong>Enrich<\/strong> button in the top right corner. Choose <strong>Fill out from web<\/strong> from the list of tools.<a href=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jcks.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-47997 size-full\" src=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jcks.png\" alt=\"\" width=\"2032\" height=\"1094\" srcset=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jcks.png 2032w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jcks-300x162.png 300w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jcks-1024x551.png 1024w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jcks-768x413.png 768w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jcks-1536x827.png 1536w\" sizes=\"(max-width: 2032px) 100vw, 2032px\" \/><\/a><\/p>\n<h3><a href=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jbxw.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-47996 size-full\" src=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jbxw.png\" alt=\"\" width=\"2032\" height=\"1094\" srcset=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jbxw.png 2032w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jbxw-300x162.png 300w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jbxw-1024x551.png 1024w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jbxw-768x413.png 768w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jbxw-1536x827.png 1536w\" sizes=\"(max-width: 2032px) 100vw, 2032px\" \/><\/a><\/h3>\n<h2 id=\"write-your-prompt\"><strong>Write your prompt<\/strong><\/h2>\n<p>Describe what data you want to find.<\/p>\n<div class=\"notification-block note\">\n<div class=\"notification-block__icon\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/snov.io\/knowledgebase\/wp-content\/themes\/knowledgebase-n\/assets\/img\/ph_circle-wavy-warning.svg\" alt=\"note\" width=\"32\" height=\"32\" \/><\/div>\n<div class=\"notification-block__text\">This tool searches publicly available web content, but it doesn't crawl or extract full data from websites.<\/div>\n<\/div>\n<h3 id=\"add-data-variables\"><strong>Add data variables<\/strong><\/h3>\n<p>To start the search, your prompt should reference the data already in your list. Variables in the <strong>Fill out from web<\/strong> action define the input the AI uses to run each search.<\/p>\n<p><a href=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jxav.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-47998 size-full\" src=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jxav.png\" alt=\"\" width=\"2032\" height=\"1094\" srcset=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jxav.png 2032w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jxav-300x162.png 300w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jxav-1024x551.png 1024w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jxav-768x413.png 768w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jxav-1536x827.png 1536w\" sizes=\"(max-width: 2032px) 100vw, 2032px\" \/><\/a><\/p>\n<p>To insert a variable, click the <strong>{ }<\/strong> icon in the bottom left or type <code>{{}}<\/code>.<\/p>\n<p>Correctly added variables appear as colored tags.<\/p>\n<p><a href=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jxqy.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-47999 size-full\" src=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jxqy.png\" alt=\"\" width=\"2032\" height=\"1094\" srcset=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jxqy.png 2032w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jxqy-300x162.png 300w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jxqy-1024x551.png 1024w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jxqy-768x413.png 768w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jxqy-1536x827.png 1536w\" sizes=\"(max-width: 2032px) 100vw, 2032px\" \/><\/a><\/p>\n<div class=\"notification-block tip\">\n<div class=\"notification-block__icon\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/snov.io\/knowledgebase\/wp-content\/themes\/knowledgebase-n\/assets\/img\/academicons_ideas-repec.svg\" alt=\"tip\" width=\"32\" height=\"32\" \/><\/div>\n<div class=\"notification-block__text\"><strong>Reference any column:<\/strong> You can reference any existing column, including previously enriched data.<\/div>\n<\/div>\n<div class=\"notification-block note-gray\">\n<div class=\"notification-block__text\">To get more source data about your prospects and their companies, pull their LinkedIn profile and get company details <a href=\"https:\/\/snov.io\/knowledgebase\/prospect-enrichment-actions\/\" target=\"_blank\" rel=\"noopener\">using enrichment tools<\/a>.<\/div>\n<\/div>\n<h3 id=\"column-types\"><strong>Column types (single vs bulk)<\/strong><\/h3>\n<p>Some data columns contain more than one record or value per prospect, making them bulk columns.<\/p>\n<div class=\"notification-block note\">\n<div class=\"notification-block__icon\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/snov.io\/knowledgebase\/wp-content\/themes\/knowledgebase-n\/assets\/img\/ph_circle-wavy-warning.svg\" alt=\"note\" width=\"32\" height=\"32\" \/><\/div>\n<div class=\"notification-block__text\">Consider the column type you're adding as a variable, since this affects the data the AI receives.<\/div>\n<\/div>\n<p>With bulk columns (like a prospect's work experience), the search uses all the column's data. To reference a specific record, extract it to a separate column, manually or in bulk. <a href=\"https:\/\/snov.io\/knowledgebase\/working-with-prospect-data\/\" target=\"_blank\" rel=\"noopener\">Read more about column types in this guide<\/a>.<\/p>\n<h2 id=\"prompt-tips\"><strong>Prompt tips<\/strong><\/h2>\n<p>The result you get depends on the prompt. Make sure your searches specify these:<\/p>\n<ul>\n<li><strong>How much detail you want:<\/strong> The result is one sentence, or the result is one word or three words, with no explanation<\/li>\n<li><strong>Your search subject:<\/strong> Ask for exactly what you want from the search, not just \"news\" or \"info\"<\/li>\n<li><strong>How to process the raw data found:<\/strong> Tell what insights you want extracted, not just what to find<\/li>\n<\/ul>\n<h3 id=\"prompt-templates\"><strong>Prompt templates<\/strong><\/h3>\n<p>Here are some searches you can use to get started:<\/p>\n<p><strong>What are they working on?<\/strong><\/p>\n<p>Find the latest project or initiative {{Prospect Name}} publicly discussed in the last 3 months. Summarize what they're building or improving in one sentence.<\/p>\n<p><strong>What challenges are they dealing with?<\/strong><\/p>\n<p>Search for any public posts, interviews, or articles by {{Prospect Name}} where they mention a challenge or frustration related to their industry. Provide the specific problem they described.<\/p>\n<p><a href=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-nklp.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-48007 size-full\" src=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-nklp.png\" alt=\"\" width=\"2032\" height=\"1094\" srcset=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-nklp.png 2032w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-nklp-300x162.png 300w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-nklp-1024x551.png 1024w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-nklp-768x413.png 768w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-nklp-1536x827.png 1536w\" sizes=\"(max-width: 2032px) 100vw, 2032px\" \/><\/a><\/p>\n<p><strong>What recent news might make them receptive right now?<\/strong><\/p>\n<p>Find any details about funding, product launches, partnerships, or leadership changes about {{Company URL}} from the last 90 days. Identify which event most likely increases their need for [your solution] and explain why in one sentence.<\/p>\n<p><a href=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-nkya.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-48008 size-full\" src=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-nkya.png\" alt=\"\" width=\"2032\" height=\"1094\" srcset=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-nkya.png 2032w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-nkya-300x162.png 300w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-nkya-1024x551.png 1024w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-nkya-768x413.png 768w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-nkya-1536x827.png 1536w\" sizes=\"(max-width: 2032px) 100vw, 2032px\" \/><\/a><\/p>\n<h2 id=\"choose-ai-model\"><strong>Choose AI model<\/strong><\/h2>\n<p>Select the AI provider used for your search: <strong>OpenAI<\/strong> (ChatGPT), <strong>Google<\/strong> (Gemini), or <strong>Anthropic<\/strong> (Claude).<\/p>\n<div class=\"notification-block tip\">\n<div class=\"notification-block__icon\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/snov.io\/knowledgebase\/wp-content\/themes\/knowledgebase-n\/assets\/img\/academicons_ideas-repec.svg\" alt=\"tip\" width=\"32\" height=\"32\" \/><\/div>\n<div class=\"notification-block__text\">We recommend <strong>Google's Gemini 3.1 Pro<\/strong> as the best choice for web search tasks.<\/div>\n<\/div>\n<h1><a href=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jbgf.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-47995 size-full\" src=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jbgf.png\" alt=\"\" width=\"2032\" height=\"1094\" srcset=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jbgf.png 2032w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jbgf-300x162.png 300w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jbgf-1024x551.png 1024w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jbgf-768x413.png 768w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-jbgf-1536x827.png 1536w\" sizes=\"(max-width: 2032px) 100vw, 2032px\" \/><\/a><\/h1>\n<h2 id=\"choose-column-for-results\"><strong>Choose column for results<\/strong><\/h2>\n<p>Select a column to store the enriched data.<\/p>\n<ul>\n<li><strong>Save results to a new column<\/strong><\/li>\n<\/ul>\n<p>In most cases, you'll need a new column for unique data.<\/p>\n<ul>\n<li><strong>Save results to an existing column<\/strong><\/li>\n<\/ul>\n<p>Choose an existing column if you're enriching new prospects in the same list. If it already contains data from previous searches, you can keep it or update using the overwrite option.<\/p>\n<h1><a href=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-liuo.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-48001 size-full\" src=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-liuo.png\" alt=\"\" width=\"2032\" height=\"1094\" srcset=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-liuo.png 2032w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-liuo-300x162.png 300w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-liuo-1024x551.png 1024w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-liuo-768x413.png 768w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-liuo-1536x827.png 1536w\" sizes=\"(max-width: 2032px) 100vw, 2032px\" \/><\/a><\/h1>\n<h3 id=\"manage-data-overwrite\"><strong>Manage data overwrite<\/strong><\/h3>\n<p>If you choose an existing column, use the Overwrite option to keep or update any previous data.<\/p>\n<ul>\n<li><strong>Overwrite existing rows OFF<\/strong> (default) \u2014 skips prospects that already have data filled from previous enrichments.<\/li>\n<li><strong>Overwrite existing rows ON<\/strong> \u2014 replaces existing data with new results.<\/li>\n<\/ul>\n<h1><a href=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-ljbt-1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-48010 size-full\" src=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-ljbt-1.png\" alt=\"\" width=\"2032\" height=\"1094\" srcset=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-ljbt-1.png 2032w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-ljbt-1-300x162.png 300w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-ljbt-1-1024x551.png 1024w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-ljbt-1-768x413.png 768w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-ljbt-1-1536x827.png 1536w\" sizes=\"(max-width: 2032px) 100vw, 2032px\" \/><\/a><\/h1>\n<h2 id=\"check-your-tokens\"><strong>Check your tokens<\/strong><\/h2>\n<p>The token cost depends on the AI model you select and the size of your list. Make sure you have enough tokens to cover the <strong>Total cost<\/strong> shown. Get more tokens from <a href=\"https:\/\/app.snov.io\/account\/billing\" target=\"_blank\" rel=\"noopener\">Billing<\/a> settings.<\/p>\n<p><strong>How web search is charged:<\/strong><\/p>\n<ul>\n<li>Tokens are charged only for successfully enriched prospects. If no data is found, no tokens are spent<\/li>\n<li>If you choose not to overwrite existing data, prospects that are skipped don't cost tokens<\/li>\n<\/ul>\n<p><a href=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260805-plpc.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-47951 size-full\" src=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260805-plpc.png\" alt=\"\" width=\"2032\" height=\"1094\" srcset=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260805-plpc.png 2032w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260805-plpc-300x162.png 300w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260805-plpc-1024x551.png 1024w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260805-plpc-768x413.png 768w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260805-plpc-1536x827.png 1536w\" sizes=\"(max-width: 2032px) 100vw, 2032px\" \/><\/a><\/p>\n<h3 id=\"start-search\"><strong>Start search<\/strong><\/h3>\n<p>Click <strong>Enrich<\/strong> to start the web search. When the \"in progress\" icon disappears, your data is ready.<\/p>\n<h1><a href=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-llcv.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-48003 size-full\" src=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-llcv.png\" alt=\"\" width=\"2032\" height=\"1094\" srcset=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-llcv.png 2032w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-llcv-300x162.png 300w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-llcv-1024x551.png 1024w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-llcv-768x413.png 768w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-llcv-1536x827.png 1536w\" sizes=\"(max-width: 2032px) 100vw, 2032px\" \/><\/a><\/h1>\n<h2 id=\"view-enriched-data\"><strong>View enriched data<\/strong><\/h2>\n<p>The data found appears in <a href=\"https:\/\/app.snov.io\/prospects\/\" target=\"_blank\" rel=\"noopener\">the prospect list<\/a>, in the column you selected for results. Adjust which columns to show or hide through column display settings.<\/p>\n<h1><a href=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-lnem.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-48004 size-full\" src=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-lnem.png\" alt=\"\" width=\"2032\" height=\"1094\" srcset=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-lnem.png 2032w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-lnem-300x162.png 300w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-lnem-1024x551.png 1024w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-lnem-768x413.png 768w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-lnem-1536x827.png 1536w\" sizes=\"(max-width: 2032px) 100vw, 2032px\" \/><\/a><\/h1>\n<p>This field also appears in individual prospect profiles. Click any prospect's name to open their full profile. Below the native and custom fields, you'll find the <strong>Additional info<\/strong> section with all enriched data.<\/p>\n<h1><a href=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-lqsf.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-48005 size-full\" src=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-lqsf.png\" alt=\"\" width=\"2032\" height=\"1094\" srcset=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-lqsf.png 2032w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-lqsf-300x162.png 300w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-lqsf-1024x551.png 1024w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-lqsf-768x413.png 768w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-lqsf-1536x827.png 1536w\" sizes=\"(max-width: 2032px) 100vw, 2032px\" \/><\/a><\/h1>\n<h2 id=\"next-steps\"><strong>Next steps<\/strong><\/h2>\n<p>Once your data is enriched, here's how to use it:<\/p>\n<h3 id=\"export-to-csv\"><strong>Export to CSV<\/strong><\/h3>\n<p>In your <a href=\"https:\/\/app.snov.io\/prospects\" target=\"_blank\" rel=\"noopener\">prospect list<\/a>, click <strong>Export<\/strong> and select the fields you need to download the data to a file.<\/p>\n<h1><a href=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-lsxe.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-48006 size-full\" src=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-lsxe.png\" alt=\"\" width=\"2032\" height=\"1094\" srcset=\"https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-lsxe.png 2032w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-lsxe-300x162.png 300w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-lsxe-1024x551.png 1024w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-lsxe-768x413.png 768w, https:\/\/snov.io\/knowledgebase\/wp-content\/uploads\/2026\/08\/SCR-20260806-lsxe-1536x827.png 1536w\" sizes=\"(max-width: 2032px) 100vw, 2032px\" \/><\/a><\/h1>\n<h3 id=\"use-results-as-data-variables\"><strong>Use results as data variables<\/strong><\/h3>\n<p>The data you found can be used as variables in other actions like <a href=\"https:\/\/snov.io\/knowledgebase\/how-to-manage-prospect-data-using-ai\/\" target=\"_blank\" rel=\"noopener\">Clean and edit data<\/a>, so you can keep building your data for outreach.<\/p>\n<div class=\"notification-block note-gray\">\n<div class=\"notification-block__text\">\n<h3><strong>Related articles<\/strong><\/h3>\n<p><a href=\"https:\/\/snov.io\/knowledgebase\/prospect-enrichment-actions\/\" target=\"_blank\" rel=\"noopener\">Enrichment actions in Snov.io<\/a><\/p>\n<p><a href=\"https:\/\/snov.io\/knowledgebase\/how-to-enrich-prospect-data-in-your-list\/\" target=\"_blank\" rel=\"noopener\">How to enrich prospect data in your list<\/a><\/p>\n<p><a href=\"https:\/\/snov.io\/knowledgebase\/how-to-manage-prospect-data-using-ai\/\" target=\"_blank\" rel=\"noopener\">How to clean and update your data using AI<\/a><\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>This guide explains how to use Fill out from web, an enrichment tool in Snov.io, to search the web and find insights for multiple prospects at once. Select prospects and open the tool Write your prompt Add data variables Column types (single vs bulk) Prompt tips Prompt templates Choose AI model Choose column for results [&hellip;]<\/p>\n","protected":false},"author":16,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[53],"tags":[],"_links":{"self":[{"href":"https:\/\/snov.io\/knowledgebase\/wp-json\/wp\/v2\/posts\/47992"}],"collection":[{"href":"https:\/\/snov.io\/knowledgebase\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/snov.io\/knowledgebase\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/snov.io\/knowledgebase\/wp-json\/wp\/v2\/users\/16"}],"replies":[{"embeddable":true,"href":"https:\/\/snov.io\/knowledgebase\/wp-json\/wp\/v2\/comments?post=47992"}],"version-history":[{"count":16,"href":"https:\/\/snov.io\/knowledgebase\/wp-json\/wp\/v2\/posts\/47992\/revisions"}],"predecessor-version":[{"id":48079,"href":"https:\/\/snov.io\/knowledgebase\/wp-json\/wp\/v2\/posts\/47992\/revisions\/48079"}],"wp:attachment":[{"href":"https:\/\/snov.io\/knowledgebase\/wp-json\/wp\/v2\/media?parent=47992"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/snov.io\/knowledgebase\/wp-json\/wp\/v2\/categories?post=47992"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/snov.io\/knowledgebase\/wp-json\/wp\/v2\/tags?post=47992"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}