{"id":208446,"date":"2026-03-19T16:30:13","date_gmt":"2026-03-19T08:30:13","guid":{"rendered":"https:\/\/seo-hacker.com\/?p=208446"},"modified":"2026-03-19T13:32:41","modified_gmt":"2026-03-19T05:32:41","slug":"ai-prompt-research","status":"publish","type":"post","link":"https:\/\/seo-hacker.com\/ai-prompt-research\/","title":{"rendered":"AI SEO Prompt Research: Strategies That Actually Work"},"content":{"rendered":"<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/seo-hacker.com\/ai-prompt-research\/\"><img decoding=\"async\" class=\"fpi-shvzz\" class=\"aligncenter wp-image-208447 lazyload\" data-src=\"https:\/\/seo-hacker.com\/wp-content\/uploads\/2026\/03\/How-to-Do-Prompt-Research-for-AI-SEO-727x545.jpg\"https:\/\/seo-hacker.com\/wp-content\/uploads\/2026\/03\/How-to-Do-Prompt-Research-for-AI-SEO-1024x768.jpg\" alt=\"AI SEO Prompt Research: Strategies That Actually Work\" width=\"600\" height=\"450\" data-srcset=\"https:\/\/seo-hacker.com\/wp-content\/uploads\/2026\/03\/How-to-Do-Prompt-Research-for-AI-SEO-727x545.jpg 727w, https:\/\/seo-hacker.com\/wp-content\/uploads\/2026\/03\/How-to-Do-Prompt-Research-for-AI-SEO-300x225.jpg 300w, https:\/\/seo-hacker.com\/wp-content\/uploads\/2026\/03\/How-to-Do-Prompt-Research-for-AI-SEO-1024x768.jpg 1024w, https:\/\/seo-hacker.com\/wp-content\/uploads\/2026\/03\/How-to-Do-Prompt-Research-for-AI-SEO-768x576.jpg 768w, https:\/\/seo-hacker.com\/wp-content\/uploads\/2026\/03\/How-to-Do-Prompt-Research-for-AI-SEO-1536x1152.jpg 1536w, https:\/\/seo-hacker.com\/wp-content\/uploads\/2026\/03\/How-to-Do-Prompt-Research-for-AI-SEO-1200x900.jpg 1200w, https:\/\/seo-hacker.com\/wp-content\/uploads\/2026\/03\/How-to-Do-Prompt-Research-for-AI-SEO.jpg 1920w\" data-sizes=\"(max-width: 600px) 100vw, 600px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 600px; --smush-placeholder-aspect-ratio: 600\/450;\" \/><\/a>Let\u2019s face it: search is changing fast.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For years, we got comfortable with blue links and classic rankings. But now, AI-powered search tools can generate answers directly, and sometimes they recommend solutions faster than traditional search results ever could.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">And here\u2019s the big shift: visibility used to be mostly about ranking on page one for specific keywords. That\u2019s still important, but it\u2019s no longer the whole picture. Brands aren\u2019t just competing in the SERPs anymore. They\u2019re competing to be <\/span><b>mentioned<\/b><span style=\"font-weight: 400;\"> and <\/span><b>recommended<\/b><span style=\"font-weight: 400;\"> inside AI-generated answers.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Don\u2019t worry. This isn\u2019t the \u201cSEO is dead\u201d moment people love to dramatize. This is SEO evolving. Slowly but surely, we\u2019re moving from a focus on rankings to a focus on recommendations.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">That\u2019s why one emerging approach is gaining traction: prompt research for AI SEO.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The idea is simple: understand the kinds of prompts people type into AI tools when they\u2019re close to making a decision. Instead of only obsessing over keywords, we also pay attention to how users ask questions, describe their problems, and compare options when they\u2019re talking to AI platforms like ChatGPT, Gemini, Perplexity, and similar tools.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In this guide, we\u2019ll walk through the following:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">What prompt research is and why it matters for AI visibility<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">How prompt research differs from traditional keyword research<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">How AI systems interpret prompts and recommend brands<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">A practical workflow you can follow to do prompt research for AI SEO<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Once you understand how prompt research works, you\u2019ll be in a better position to appear in AI-generated recommendations (like AI Overviews) when users are actively looking for solutions.<\/span><\/p>\n<p><!--more--><\/p>\n<p><b><i>Author\u2019s Note<\/i><\/b><span style=\"font-weight: 400;\">: <\/span><i><span style=\"font-weight: 400;\">This article connects directly to my AEO (Answer Engine Optimization) series. If you\u2019re new to AEO, read my post on <\/span><\/i><a href=\"https:\/\/seo-hacker.com\/generative-ai-changing-search-behavior\/\" target=\"_blank\" rel=\"noopener\"><i><span style=\"font-weight: 400;\">how AI is changing the way people search online<\/span><\/i><\/a><i><span style=\"font-weight: 400;\">. It lays the foundation for why we\u2019re moving from \u201cranking for keywords\u201d to \u201cgetting included in AI-generated answers,\u201d and why prompt research is becoming a real advantage.<\/span><\/i><\/p>\n<h2><span style=\"font-weight: 400;\">What is Prompt Research?\u00a0<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Prompt research is the process of identifying the types of questions people ask AI systems when they\u2019re evaluating options or looking for recommendations.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">If traditional SEO focuses on search queries, prompt research focuses on conversations with AI.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For example, a typical keyword someone might type into a search engine could be:<\/span><\/p>\n<p><b><i>best seo agency in the philippines<\/i><\/b><\/p>\n<p><span style=\"font-weight: 400;\">But when interacting with an AI tool, the same user might ask something more conversational, like:<\/span><\/p>\n<p><b><i>What\u2019s the best SEO agency in the Philippines to work with to scale up my company?<\/i><\/b><\/p>\n<p><a href=\"https:\/\/seo-hacker.com\/ai-prompt-research\/\"><img decoding=\"async\" class=\"aligncenter wp-image-208449 lazyload\" data-src=\"https:\/\/seo-hacker.com\/wp-content\/uploads\/2026\/03\/example-of-prompt-being-used-in-ai-search-727x545.png\"https:\/\/seo-hacker.com\/wp-content\/uploads\/2026\/03\/example-of-prompt-being-used-in-ai-search-1024x666.png\" alt=\"example of prompt being used in ai search\" width=\"600\" height=\"390\" data-srcset=\"https:\/\/seo-hacker.com\/wp-content\/uploads\/2026\/03\/example-of-prompt-being-used-in-ai-search-300x195.png 300w, https:\/\/seo-hacker.com\/wp-content\/uploads\/2026\/03\/example-of-prompt-being-used-in-ai-search-1024x666.png 1024w, https:\/\/seo-hacker.com\/wp-content\/uploads\/2026\/03\/example-of-prompt-being-used-in-ai-search-768x500.png 768w, https:\/\/seo-hacker.com\/wp-content\/uploads\/2026\/03\/example-of-prompt-being-used-in-ai-search.png 1156w\" data-sizes=\"(max-width: 600px) 100vw, 600px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 600px; --smush-placeholder-aspect-ratio: 600\/390;\" \/><\/a><\/p>\n<p><span style=\"font-weight: 400;\">That extra context matters.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Unlike short search queries, prompts often include details about the user\u2019s goals, constraints, or specific problems. In many cases, that\u2019s a signal that the user is closer to making a decision, not just casually browsing.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Prompt research helps you identify these questions so you can optimize your content to show up when AI systems start evaluating options and recommending solutions directly.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Because of this shift, many SEO pros now see prompt research as an important layer of <\/span><a href=\"https:\/\/seo-hacker.com\/ai-search-trends-2026\/https:\/\/seo-hacker.com\/ai-search-trends-2026\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">developing AI search strategies<\/span><\/a><span style=\"font-weight: 400;\">. As conversational search continues to grow, understanding how people interact with AI systems becomes essential for maintaining visibility.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Why Prompt Research Matters Now<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">With <\/span><a href=\"https:\/\/searchengineland.com\/ai-assistants-global-search-engine-volume-study-471118\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">over 56% of global search engine volume being driven by AI-driven search experiences<\/span><\/a><span style=\"font-weight: 400;\">, users are increasingly turning to platforms that can provide direct, summarized answers. This fuels \u201czero-click behavior,\u201d where people get what they need without visiting multiple websites.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">And because of this change, prompt research is becoming more important. Here\u2019s why:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AI-generated answers summarize multiple sources into a single response<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Users interact with AI conversationally rather than through short queries<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Detailed prompts often trigger AI systems to recommend specific options<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">When a user asks something purely informational, AI usually explains the topic.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">But when a prompt includes constraints, preferences, and concerns, AI tools are far more likely to evaluate options and recommend particular products, services, or brands.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This is the heart of it: the goal isn\u2019t just traffic anymore. The goal is to be part of the answers themselves.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Difference Between Prompt Research and Keyword Research<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">This shift <\/span><a href=\"https:\/\/seo-hacker.com\/is-seo-dead\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">doesn\u2019t mean traditional SEO is obsolete<\/span><\/a><span style=\"font-weight: 400;\">. Keyword research is still foundational.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">But prompt research expands that process to match how users behave inside AI environments.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">SEO and AI now go hand in hand. Keywords often represent shorter fragments of topics, while prompts reveal <\/span><i><span style=\"font-weight: 400;\">why<\/span><\/i><span style=\"font-weight: 400;\"> they\u2019re searching and what decision they\u2019re trying to make.<\/span><\/p>\n<p><span><div class=\"table-responsive\"> <table class=\"acf-table\"><thead><tr><th>Keyword Research<\/th><th>Prompt Research<\/th><\/tr><\/thead><tbody><tr><td>Focuses on search queries<\/td><td>Focuses on conversational prompts<\/td><\/tr><tr><td>Short phrases or fragments<\/td><td>Natural language questions<\/td><\/tr><tr><td>Designed for SERP rankings<\/td><td>Designed for AI recommendations<\/td><\/tr><tr><td>Based on search volume<\/td><td>Based on decision context<\/td><\/tr><\/tbody><\/table><\/div> <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Keyword research remains valuable because it provides important language signals for users and search engines. It shows how people naturally talk about a topic, and it gives you a foundation for generating realistic prompts.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Prompt research was never meant to replace SEO.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Instead, it expands SEO as search evolves in AI-driven environments. Keywords identify the core topics people care about. Prompts reveal the context, intent, and decision scenarios behind those topics.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Simply put, prompt research can be seen as keyword research adapted for <\/span><a href=\"https:\/\/seo-hacker.com\/psychology-conversational-search\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">conversational AI<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">How AI Systems Interpret Prompts<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">In the process of understanding prompt research, you\u2019ll end up understanding how AI systems process prompts. Large Language Models (LLMs) or AI systems tend to typically follow 3 step by step process:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AI breaks the prompt into smaller questions to understand it by subtopics;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AI gathers and synthesizes information from multiple sources (not just one page);<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">If the prompt signals a decision scenario, AI evaluates options and suggests solutions, often by comparing them.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">Here\u2019s the key insight: AI systems are more likely to recommend brands when prompts include specific constraints or concerns.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For example, users may mention:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Timeline constraints, such as needing a solution within a specific deadline.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Industry-specific needs, like tools or services designed for a particular sector.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Location-based requirements, such as looking for providers in a specific country or city.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Scalability needs, especially for growing businesses or expanding teams.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">All of this signals to the AI that the user isn\u2019t just looking for information, they are actively trying to evaluate options and make a decision. When this happens, AI systems are more likely to compare solutions and recommend the most relevant options.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Step-by-Step Process to Do Prompt Research for AI SEO<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Now let\u2019s get practical. Here\u2019s a workflow you can actually follow when doing prompt research for your AI\/AEO strategy.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Identify Your Target Audience and Personas<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Traditional keyword research can be broad by nature.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Prompt research is different. It demands more precision because people phrase questions differently depending on their background, goals, and expertise.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This is basic marketing wisdom: you need to understand your audience before you can communicate effectively.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Each persona shapes prompt phrasing because different buyers carry different constraints, concerns, and priorities.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\">Consider various factors like:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Are they newbies or experts on the subject matter?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">What\u2019s the problem they want to solve or avoid?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Do they ask questions in a casual or technical way?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Are they looking for affordable solutions or premium options?<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">These details may seem small, but they can significantly change how a prompt is written and how AI systems interpret it.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Map Problems to Your Product or Service<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">You have to remember that AI will only recommend your brand more often than others, when a product clearly addresses the user\u2019s concerns. In other words, your product or service should be explained in a way that addresses user concerns, questions, understanding features, and most of all help users. <\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\">When structuring content, you may also have to highlight the following:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Features: What the product or service actually does<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Benefits: Why those features matter<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Use Cases: Scenarios when a product works best<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Problems Solved: The specific challenges they address<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Fit Factor: Why it\u2019s a good match for certain users<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Creating content that clearly answers these points makes it easier for AI systems to connect relevant prompts with the right solutions, increasing the likelihood that your brand will be included in AI-generated recommendations.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Use Keyword Research as Prompt Input<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Keyword research still plays a role here.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The difference is: you don\u2019t stop at keywords. You use them as raw material for conversational prompts.<\/span><\/p>\n<p><a href=\"https:\/\/seo-hacker.com\/ai-prompt-research\/\"><img decoding=\"async\" class=\"alignnone wp-image-208451 lazyload\" data-src=\"https:\/\/seo-hacker.com\/wp-content\/uploads\/2026\/03\/example-of-seo-keyword-research-697x545.png\"https:\/\/seo-hacker.com\/wp-content\/uploads\/2026\/03\/example-of-seo-keyword-research.png\" alt=\"example of seo keyword research\" width=\"600\" height=\"547\" data-srcset=\"https:\/\/seo-hacker.com\/wp-content\/uploads\/2026\/03\/example-of-seo-keyword-research-300x274.png 300w, https:\/\/seo-hacker.com\/wp-content\/uploads\/2026\/03\/example-of-seo-keyword-research.png 697w\" data-sizes=\"(max-width: 600px) 100vw, 600px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 600px; --smush-placeholder-aspect-ratio: 600\/547;\" \/><\/a><\/p>\n<p><span style=\"font-weight: 400;\">Here\u2019s a sample workflow:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Gather seed keywords related to your topic, product, or service.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Identify the user intent behind them, whether users are trying to learn, compare options, or make a decision.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Expand them into conversational questions, reflecting how someone might naturally ask an AI tool for help.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">By transforming keywords into full prompts, you can better understand how users describe their problems, ask for recommendations, and evaluate possible solutions when interacting with AI platforms.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Generate Decision-Stage Prompts<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">As mentioned earlier, AI systems are more likely to recommend products, services, or brands when users are close to making a decision. At this stage, users typically ask more specific questions that help them evaluate different options.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\">This usually happens when users are:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Making comparisons between products or services<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Asking \u201cbest for\u201d questions based on their needs<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Looking for alternatives to an existing solution<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Asking budget-related questions or price considerations<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">This usually signals or indicates that the user is trying to evaluate options rather than learning about a topic.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Then when creating prompts for research, it helps to structure them around common decision-making signals. Consider the following elements:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Persona \u2013 Who the buyer is and their situation\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Primary Risk \u2013 What the user wants to avoid or solve\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Constraints \u2013 Budget, requirements, limitations<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Language Cues \u2013 Phrases or wording that the user would normally use<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">When generating prompts for research, keep these best practices in mind:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Avoid including brand names in the question to prevent biased results<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ensure the prompt encourages a recommendation or comparison\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Avoid purely informational or educational phrasing\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Write prompts the way\u00a0 real users would ask them\u00a0<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Following these guidelines keeps prompts focused on decision-making scenarios, which are the situations where AI systems are most likely to evaluate options and recommend solutions.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Expand Prompts Using AI Tools<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">With new technology emerging yearly, it\u2019s practically impossible not to ignore the role of <\/span><a href=\"https:\/\/seo-hacker.com\/best-llm-visibility-tools-2025\/\"><span style=\"font-weight: 400;\">AI tools<\/span><\/a><span style=\"font-weight: 400;\">. So rather than avoiding them, marketers should learn how to use these tools effectively. After all, AI tools can help scale prompt generation fast. It\u2019s all about how you use it strategically.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">When generating prompts, make sure you avoid making dozens of prompts that only differ slightly in wording. Instead, focus on aligning the context of the situation so the prompts reflect different real-world scenarios.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For example:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">The user\u2019s role\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">The problem they\u2019re trying to solve\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Their budget or financial constraints\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Their industry or specific use case<\/span><\/li>\n<\/ul>\n<p><a href=\"https:\/\/seo-hacker.com\/ai-prompt-research\/\"><img decoding=\"async\" class=\"alignnone wp-image-208450 lazyload\" data-src=\"https:\/\/seo-hacker.com\/wp-content\/uploads\/2026\/03\/example-of-prompt-being-used-in-ai-727x545.png\"https:\/\/seo-hacker.com\/wp-content\/uploads\/2026\/03\/example-of-prompt-being-used-in-ai.png\" alt=\"example of prompt being used in ai\" width=\"600\" height=\"355\" data-srcset=\"https:\/\/seo-hacker.com\/wp-content\/uploads\/2026\/03\/example-of-prompt-being-used-in-ai-300x178.png 300w, https:\/\/seo-hacker.com\/wp-content\/uploads\/2026\/03\/example-of-prompt-being-used-in-ai-768x455.png 768w, https:\/\/seo-hacker.com\/wp-content\/uploads\/2026\/03\/example-of-prompt-being-used-in-ai.png 939w\" data-sizes=\"(max-width: 600px) 100vw, 600px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 600px; --smush-placeholder-aspect-ratio: 600\/355;\" \/><\/a><\/p>\n<p><i><span style=\"font-weight: 400;\">Example: Expanding the prompt \u201cSEO agency in the Philippines\u201d to reflect a specific problem the user is trying to solve.<\/span><\/i><span style=\"font-weight: 400;\"><\/span><span style=\"font-weight: 400;\">Adjusting these elements helps you generate prompts that will map different decision-making scenarios, not just different phrasings of the same question.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Track AI Visibility Over Time<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Just as traditional SEO led to the development of keyword tracking tools like Semrush and SE Ranking, then you can be sure there\u2019s going to be a new way to <\/span><a href=\"https:\/\/seo-hacker.com\/how-measure-aeo-performance\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">measure AI performance<\/span><\/a><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/seo-hacker.com\/ai-prompt-research\/\"><img decoding=\"async\" class=\"alignnone wp-image-208448 lazyload\" data-src=\"https:\/\/seo-hacker.com\/wp-content\/uploads\/2026\/03\/ai-visibility-tracking-tool-727x545.png\"https:\/\/seo-hacker.com\/wp-content\/uploads\/2026\/03\/ai-visibility-tracking-tool-1024x522.png\" alt=\"tool to track ai search visibiity\" width=\"600\" height=\"306\" data-srcset=\"https:\/\/seo-hacker.com\/wp-content\/uploads\/2026\/03\/ai-visibility-tracking-tool-300x153.png 300w, https:\/\/seo-hacker.com\/wp-content\/uploads\/2026\/03\/ai-visibility-tracking-tool-1024x522.png 1024w, https:\/\/seo-hacker.com\/wp-content\/uploads\/2026\/03\/ai-visibility-tracking-tool-768x391.png 768w, https:\/\/seo-hacker.com\/wp-content\/uploads\/2026\/03\/ai-visibility-tracking-tool-1536x783.png 1536w, https:\/\/seo-hacker.com\/wp-content\/uploads\/2026\/03\/ai-visibility-tracking-tool.png 1552w\" data-sizes=\"(max-width: 600px) 100vw, 600px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 600px; --smush-placeholder-aspect-ratio: 600\/306;\" \/><\/a><\/p>\n<p><span style=\"font-weight: 400;\">And now, instead of just tracking keyword rankings, you will increasingly need to monitor how often your brand appears in AI-generated recommendations and responses. <\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\">Some important metrics to track include:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Brand mentions in AI-generated answers\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Recommendation frequency (how often your brand is suggested as a solution)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Sentiment framing (how your brand is described by AI)\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Competitor visibility, including which brands are mentioned alongside yours<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">In many ways, prompt tracking becomes the AI equivalent of rank tracking, helping marketers understand how their brand appears within AI-driven search experiences.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Types of Prompts to Prioritize<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Not all prompts are equal for AI SEO.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Some prompts produce informational answers. Others push AI to evaluate options and recommend brands.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">So you need to know what to prioritize.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">High-Value Prompt Categories\u00a0<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Focus on prompts that push AI systems to evaluate and compare options. These types often signal that the user is close to making a decision, increasing the likelihood that AI tools will recommend specific products, services, or brands.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Examples include:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Comparison prompts\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u201cBest for\u201d prompts\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Alternative prompts\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Problem-solution prompts\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Budget-constrained prompts\u00a0<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">These situations typically indicate that the user is actively assessing different solutions, making them valuable opportunities for AI-generated recommendations.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Prompts to Avoid\u00a0<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">On the other hand, there are some prompts that rarely trigger recommendations because they focus mainly on providing general information.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">These include:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Purely informational questions\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">General definitions<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Broad educational queries\u00a0<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">In these cases, AI systems usually focus on explaining concepts rather than suggesting specific solutions.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Key Takeaway<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">I\u2019ve said it before and I\u2019ll say it again: AI won\u2019t replace SEO. Prompt research won\u2019t replace traditional SEO either.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Instead, prompt research builds on keyword research and adapts it for AI-driven search behavior.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Keywords still help identify what users are interested in. But prompts reveal when users are ready to evaluate options and make a decision. That\u2019s exactly what\u2019s driving more zero-click behavior.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">As AI continues to evolve, visibility will increasingly depend on whether your brand appears within the answers users receive, not just in the links they click.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"wl_entities_gutenberg":"","footnotes":""},"categories":[100008,100009,200317],"tags":[],"wl_entity_type":[102583],"class_list":["post-208446","post","type-post","status-publish","format-standard","hentry","category-seo","category-seo-advice","category-seo-news","wl_entity_type-article"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How to Do Prompt Research for AI SEO<\/title>\n<meta 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