

{"id":874015,"date":"2024-05-20T10:00:00","date_gmt":"2024-05-20T17:00:00","guid":{"rendered":"https:\/\/www.questionpro.com\/blog\/?p=874015"},"modified":"2026-09-15T02:00:16","modified_gmt":"2026-09-15T09:00:16","slug":"ai-vendor-evaluation-market-research","status":"publish","type":"post","link":"https:\/\/www.questionpro.com\/blog\/ai-vendor-evaluation-market-research\/","title":{"rendered":"AI Vendor Evaluation in Market Research: A Buyer&#8217;s Checklist"},"content":{"rendered":"\n<p>AI vendor evaluation in market research means checking whether an AI-based service provider is trustworthy, ethical, and careful with your data before you sign a contract. Generative AI tools promise faster fieldwork and sharper insights, but not every supplier can prove how their models actually work. ESOMAR built its 20 Questions framework to close that exact gap.<\/p>\n\n\n\n<p>Generative AI use keeps climbing.<a href=\"https:\/\/www.mckinsey.com\/our-insights\/the-state-of-ai-2024\" target=\"_blank\" rel=\"noreferrer noopener\"> McKinsey found<\/a> that 65 percent of organizations now use generative AI regularly, nearly double the share from the year before. Market research teams are buying into that wave, but few have a repeatable way to separate a responsible AI partner from a risky one.<\/p>\n\n\n\n<p>This guide breaks down how to evaluate an AI vendor in market research, what ESOMAR&#8217;s questions actually ask, and where a platform like QuestionPro fits into a responsible AI evaluation.<\/p>\n\n\n\n\n\n<h2 class=\"wp-block-heading\"><strong>What is AI vendor evaluation in market research?<\/strong><\/h2>\n\n\n\n<p>AI vendor evaluation in market research is a structured review of a supplier&#8217;s people, technology, and data practices before you buy an AI-based tool or service. It answers one question: can this vendor be trusted with your respondents&#8217; data and your research budget?<\/p>\n\n\n\n<p>The review usually covers three areas. Who built the AI and how experienced are they? Does the AI product actually do what the vendor claims? And how well does the vendor protect the data that trains and runs the model?<\/p>\n\n\n\n<p>An AI-based service is any offering where a vendor performs research tasks using AI, often combined with human review, rather than software you operate entirely yourself. That distinction shapes everything in the next section.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>AI-based services vs AI tools: What is the difference?<\/strong><\/h2>\n\n\n\n<p>An AI tool is software you license and operate yourself. An AI-based service is work a vendor performs for you using AI, often layered with human review. The table below shows how that distinction changes what you evaluate.<\/p>\n\n\n\n<div style=\"overflow-x:auto;margin:1.5rem 0;\">\n  <table style=\"border-collapse:collapse;width:100%;table-layout:auto;\">\n    <thead>\n      <tr>\n        <th style=\"background:#1a2b5e;color:#fff;padding:10px 14px;border:1px solid #C5CFE8;font-size:18px;text-align:left;white-space:nowrap;\">Aspect<\/th>\n        <th style=\"background:#162450;color:#fff;padding:10px 14px;border:1px solid #C5CFE8;font-size:18px;text-align:left;\">AI tool<\/th>\n        <th style=\"background:#1a2b5e;color:#fff;padding:10px 14px;border:1px solid #C5CFE8;font-size:18px;text-align:left;\">AI-based service<\/th>\n      <\/tr>\n    <\/thead>\n    <tbody>\n      <tr>\n        <td style=\"background:#ffffff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;font-weight:600;word-wrap:break-word;white-space:nowrap;\">Who operates it<\/td>\n        <td style=\"background:#f0f4ff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;word-wrap:break-word;\">You, using licensed software<\/td>\n        <td style=\"background:#ffffff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;word-wrap:break-word;\">The vendor, on your behalf<\/td>\n      <\/tr>\n      <tr>\n        <td style=\"background:#ffffff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;font-weight:600;word-wrap:break-word;white-space:nowrap;\">Example<\/td>\n        <td style=\"background:#f0f4ff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;word-wrap:break-word;\">A survey platform with built-in AI text analytics<\/td>\n        <td style=\"background:#ffffff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;word-wrap:break-word;\">AI-moderated interviews or AI-generated market reports<\/td>\n      <\/tr>\n      <tr>\n        <td style=\"background:#ffffff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;font-weight:600;word-wrap:break-word;white-space:nowrap;\">What you evaluate<\/td>\n        <td style=\"background:#f0f4ff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;word-wrap:break-word;\">Mostly the software itself<\/td>\n        <td style=\"background:#ffffff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;word-wrap:break-word;\">The vendor&#8217;s process, staff, and data handling<\/td>\n      <\/tr>\n    <\/tbody>\n  <\/table>\n<\/div>\n\n\n\n<p>A team evaluating a managed AI service still needs the same due-diligence questions covered in this guide, plus oversight questions a self-serve<a href=\"https:\/\/www.questionpro.com\/blog\/ai-tools-for-market-research\/\"> AI tool for market research<\/a> never raises, since a service puts a vendor&#8217;s staff between you and your data.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Why ESOMAR&#8217;s 20 questions matter for AI buyers<\/strong><\/h2>\n\n\n\n<p>ESOMAR is the global association for market, opinion, and data analytics professionals, and its guidance carries weight across the research industry. In March 2024,<a href=\"https:\/\/esomar.org\/newsroom\/esomar-launches-20-questions-to-help-buyers-of-ai-based-services-for-market-research-and-insights\" target=\"_blank\" rel=\"noreferrer noopener\"> ESOMAR published a framework<\/a> of 20 questions to help buyers evaluate AI-based services responsibly.<\/p>\n\n\n\n<p>As AI in market research becomes standard practice rather than an experiment, that guidance gives buyers language to challenge vendors who cannot explain their own product. The 20 questions fall into five groups:<\/p>\n\n\n\n<ul>\n<li>Company profile, covering the supplier&#8217;s experience and track record<\/li>\n\n\n\n<li>AI capability and purpose, covering what the AI actually does and why<\/li>\n\n\n\n<li>Trustworthiness, ethics, and transparency, covering bias and data security<\/li>\n\n\n\n<li>Human oversight, covering how much a person reviews AI output<\/li>\n\n\n\n<li>Data governance, covering data quality, ownership, and compliance<\/li>\n<\/ul>\n\n\n\n<p>Every question in the framework ultimately tests one of three trust relationships: trust in the company, trust in the product, and trust in how data gets handled. The next section turns that into a workable process.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>How to evaluate an AI vendor in market research: A 3-part framework<\/strong><\/h2>\n\n\n\n<p>Evaluating an AI vendor in market research comes down to three trust checks, run in order. Skipping one is how buyers end up with a vendor they cannot fully explain to their own leadership.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">01. Trusting the company behind the AI<\/h3>\n\n\n\n<p>Start with the team, not the product demo. Ask how long the vendor has built AI for research specifically, whether independent researchers use their tools daily, and whether their model development has been reviewed outside the company. A vendor with a documented AI roadmap and a mapped view of the research process is easier to hold accountable later.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">02. Trusting the AI product or service<\/h3>\n\n\n\n<p>Next, test whether the product does what the sales deck claims. Ask the vendor to explain their AI in plain language, name the models and third-party tools they rely on, and show how they catch hallucination, meaning cases where generative AI produces confident but false information. A vendor who cannot explain this without jargon is worth a harder look.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">03. Trusting how your data is protected<\/h3>\n\n\n\n<p>Finally, confirm what happens to your data once it enters the vendor&#8217;s systems. Ask about data lineage, anonymization, opt-out rights, and whether the vendor can guarantee your data will not train a shared model without consent. Vendors offering<a href=\"https:\/\/www.questionpro.com\/blog\/market-research-ai-agents\/\"> market research AI agents<\/a> should answer this clearly, since agents often touch raw respondent data directly.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>AI vendor evaluation checklist<\/strong><\/h2>\n\n\n\n<p>Use this checklist to score any AI vendor against the three trust areas above. A vendor who cannot answer most rows with a confident yes needs more scrutiny before you sign anything.<\/p>\n\n\n\n<div style=\"overflow-x:auto;margin:1.5rem 0;\">\n  <table style=\"border-collapse:collapse;width:100%;table-layout:auto;\">\n    <thead>\n      <tr>\n        <th style=\"background:#1a2b5e;color:#fff;padding:10px 14px;border:1px solid #C5CFE8;font-size:18px;text-align:left;white-space:nowrap;\">Trust area<\/th>\n        <th style=\"background:#162450;color:#fff;padding:10px 14px;border:1px solid #C5CFE8;font-size:18px;text-align:left;\">What to ask the vendor<\/th>\n        <th style=\"background:#1a2b5e;color:#fff;padding:10px 14px;border:1px solid #C5CFE8;font-size:18px;text-align:left;\">Red flag if the answer is unclear<\/th>\n      <\/tr>\n    <\/thead>\n    <tbody>\n      <tr>\n        <td style=\"background:#ffffff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;font-weight:600;word-wrap:break-word;white-space:nowrap;\">Company<\/td>\n        <td style=\"background:#f0f4ff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;word-wrap:break-word;\">Have you deployed this AI solution for other research clients?<\/td>\n        <td style=\"background:#ffffff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;word-wrap:break-word;\">No named references or case examples<\/td>\n      <\/tr>\n      <tr>\n        <td style=\"background:#ffffff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;font-weight:600;word-wrap:break-word;white-space:nowrap;\">Company<\/td>\n        <td style=\"background:#f0f4ff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;word-wrap:break-word;\">Do you have a documented AI roadmap and identified use cases?<\/td>\n        <td style=\"background:#ffffff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;word-wrap:break-word;\">Vague answers about using AI everywhere<\/td>\n      <\/tr>\n      <tr>\n        <td style=\"background:#ffffff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;font-weight:600;word-wrap:break-word;white-space:nowrap;\">Product<\/td>\n        <td style=\"background:#f0f4ff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;word-wrap:break-word;\">Can you explain your AI model in non-technical terms?<\/td>\n        <td style=\"background:#ffffff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;word-wrap:break-word;\">Heavy reliance on jargon or buzzwords<\/td>\n      <\/tr>\n      <tr>\n        <td style=\"background:#ffffff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;font-weight:600;word-wrap:break-word;white-space:nowrap;\">Product<\/td>\n        <td style=\"background:#f0f4ff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;word-wrap:break-word;\">Do you rely on third-party AI models, and if so, which ones?<\/td>\n        <td style=\"background:#ffffff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;word-wrap:break-word;\">Refusal to name underlying tools<\/td>\n      <\/tr>\n      <tr>\n        <td style=\"background:#ffffff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;font-weight:600;word-wrap:break-word;white-space:nowrap;\">Product<\/td>\n        <td style=\"background:#f0f4ff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;word-wrap:break-word;\">How do you test for and catch hallucinated output?<\/td>\n        <td style=\"background:#ffffff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;word-wrap:break-word;\">No testing process described<\/td>\n      <\/tr>\n      <tr>\n        <td style=\"background:#ffffff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;font-weight:600;word-wrap:break-word;white-space:nowrap;\">Data<\/td>\n        <td style=\"background:#f0f4ff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;word-wrap:break-word;\">Do you anonymize data used to train or run your models?<\/td>\n        <td style=\"background:#ffffff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;word-wrap:break-word;\">No clear anonymization step<\/td>\n      <\/tr>\n      <tr>\n        <td style=\"background:#ffffff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;font-weight:600;word-wrap:break-word;white-space:nowrap;\">Data<\/td>\n        <td style=\"background:#f0f4ff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;word-wrap:break-word;\">Can we opt out of our data being used for model training?<\/td>\n        <td style=\"background:#ffffff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;word-wrap:break-word;\">No opt-out mechanism offered<\/td>\n      <\/tr>\n      <tr>\n        <td style=\"background:#ffffff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;font-weight:600;word-wrap:break-word;white-space:nowrap;\">Data<\/td>\n        <td style=\"background:#f0f4ff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;word-wrap:break-word;\">Where is our data hosted, and can you meet US data residency needs?<\/td>\n        <td style=\"background:#ffffff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;word-wrap:break-word;\">No answer on hosting location<\/td>\n      <\/tr>\n      <tr>\n        <td style=\"background:#ffffff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;font-weight:600;word-wrap:break-word;white-space:nowrap;\">Data<\/td>\n        <td style=\"background:#f0f4ff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;word-wrap:break-word;\">Have you disclosed any past security incidents?<\/td>\n        <td style=\"background:#ffffff;padding:9px 14px;border:1px solid #E5E7EB;font-size:16px;vertical-align:top;word-wrap:break-word;\">Refusal to discuss past incidents<\/td>\n      <\/tr>\n    <\/tbody>\n  <\/table>\n<\/div>\n\n\n\n<p>This table condenses ESOMAR&#8217;s full 20-question framework into the questions most buyers ask first. Teams that want full coverage should still work through ESOMAR&#8217;s original document alongside this shortlist.<\/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=\"A checklist for buyers: AI-based services in market research\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/edHI4YDuph4?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\"><strong>Common mistakes to avoid when choosing an AI vendor<\/strong><\/h2>\n\n\n\n<p>Buyers repeat the same mistakes often enough that they are worth naming directly.<\/p>\n\n\n\n<ul>\n<li>Choosing a vendor for brand size instead of fit, which overlooks smaller providers that may serve a specific research need better<\/li>\n\n\n\n<li>Skipping the human oversight questions because the demo looked impressive<\/li>\n\n\n\n<li>Assuming a vendor&#8217;s general privacy policy covers AI-specific risks like model training on your data<\/li>\n\n\n\n<li>Not asking how the vendor tests for hallucinated or fabricated data points<\/li>\n\n\n\n<li>Treating the ESOMAR checklist as a one-time exercise instead of revisiting it at contract renewal<\/li>\n<\/ul>\n\n\n\n<p>Avoiding these mistakes takes the same discipline as any other procurement decision. AI does not remove the need for due diligence, it just changes the questions being asked.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Real-world examples of AI vendor evaluation in market research<\/strong><\/h2>\n\n\n\n<p>Vendor evaluation looks different depending on what the AI actually does. A few common scenarios show how the three-part framework plays out in practice.<\/p>\n\n\n\n<p>Teams piloting<a href=\"https:\/\/www.questionpro.com\/blog\/synthetic-data\/\"> synthetic data<\/a> to supplement a hard-to-reach sample should press hardest on the data trust questions, since synthetic respondents are generated from real data patterns and can quietly reproduce bias if the source data was skewed.<\/p>\n\n\n\n<p>Buyers of an AI-moderated interview service should focus on product trust instead, asking the vendor to show transcripts where the AI followed up correctly and transcripts where it missed something, so quality gets judged before the program scales up.<\/p>\n\n\n\n<p>Summarizing open-ended survey responses with AI calls for company trust first, confirming the vendor has handled sensitive verbatims for other clients without incident, since summarization errors are hard to catch after the fact.<\/p>\n\n\n\n<p>Several data and analytics providers in the research industry now publish their own answers to ESOMAR&#8217;s 20 questions, which gives buyers a useful way to compare how different vendors respond to the same framework side by side.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>How QuestionPro approaches responsible AI in market research<\/strong><\/h2>\n\n\n\n<p>QuestionPro builds AI features into its<a href=\"https:\/\/www.questionpro.com\/research-suite\/\"> Market Research Software<\/a> with human review points built into the workflow, rather than removing researcher judgment entirely. That reflects the same trust principles ESOMAR asks buyers to look for elsewhere.<\/p>\n\n\n\n<p>In practice, that means:<\/p>\n\n\n\n<ul>\n<li>AI-assisted survey and question generation that a researcher still reviews before launch<\/li>\n\n\n\n<li>AI-generated summaries flagged for human validation rather than published automatically<\/li>\n<\/ul>\n\n\n\n<p>Teams evaluating any AI-based service, including QuestionPro&#8217;s own AI features, can apply the same three-part framework covered earlier in this guide. For a broader look at how AI fits across the research stack, see this overview of<a href=\"https:\/\/www.questionpro.com\/blog\/ai-tools-for-business\/\"> AI tools for business<\/a> and their research applications.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Trust decides the AI vendor question, not the demo<\/strong><\/h2>\n\n\n\n<p>The best AI demo in the world does not show how a vendor handles a security incident or a biased training set. Only direct questions do that, which is exactly what ESOMAR built its framework to provide.<\/p>\n\n\n\n<p>Treat AI vendor evaluation in market research as an ongoing relationship, not a one-time procurement checkbox, and keep asking these questions until you are confident you have a trustworthy AI research partner.<\/p>\n\n\n\n<p><\/p>\n\n\n\n\n\t<div class=\"banner-section wf-section\" lang=\"\" >\n\t\t<div class=\"right-column-container\">\n\t\t\t<div class=\"bannerbg white\">\n\t\t\t\t<span class=\"h1-2\">Create memorable experiences based on real-time data, insights and advanced analysis.<\/span>\n\t\t\t\t<a href=\"#userliteForm\" data-toggle=\"modal\" class=\"button w-button\">Request Demo<\/a>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\t<div class=\"userlite-modal modal fade\" id=\"userliteForm\" tabindex=\"-1\" role=\"dialog\" style=\"display: none;\">\n\t\t<div class=\"modal-dialog\" role=\"document\">\n\t\t\t<div class=\"modal-content\" role=\"document\">\n\t\t\t\t<div class=\"modal-body\">\n\t\t\t\t\t<div class=\"modal-header\">\n\t\t\t\t\t\t<button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\">\n\t\t\t\t\t\t\t<i class=\"material-icons\">close<\/i>\n\t\t\t\t\t\t<\/button>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"contact-us-form-wrapper contact-box\">\n\t\t\t\t\t\t<div class=\"userlite-form-wrapper\">\n\t\t\t\t\t\t\t<iframe src=\"https:\/\/www.questionpro.com\/userlite-form-blog-en.html?product=Research&amp;referralurl=https:\/\/www.questionpro.com\/blog\/wp-json\/wp\/v2\/posts\/874015&amp;lang=en&amp;cat=artificial-intelligence|market-research\" style=\"display: block;\" ><\/iframe>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"demo-form-wrapper success-message-div\" style=\"display:none\">\n\t\t\t\t\t\t\t<p class=\"success-message-para\"><\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Frequently Asked Questions (FAQs)<\/h2>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1789462429249\"><strong class=\"schema-faq-question\"><strong>How much does an AI-based service cost in market research?<\/strong><\/strong> <p class=\"schema-faq-answer\">Pricing varies by task, from a few hundred dollars for AI-assisted coding of open-ends to larger contracts for ongoing AI-moderated research. Ask vendors to break pricing down by task, since bundled quotes can hide which features actually rely on AI.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1789462441546\"><strong class=\"schema-faq-question\"><strong>What is ESOMAR&#8217;s role in AI vendor evaluation?<\/strong><\/strong> <p class=\"schema-faq-answer\">ESOMAR is the international association for market, opinion, and data analytics professionals. It sets voluntary standards the research industry uses to keep AI vendor claims honest, giving buyers a shared framework instead of relying on each vendor&#8217;s own marketing language.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1789462447988\"><strong class=\"schema-faq-question\"><strong>Can small research teams use the same AI vendor checklist as large enterprises?<\/strong><\/strong> <p class=\"schema-faq-answer\">Yes. The checklist scales down easily. Smaller US teams can focus on the data trust and product trust questions first, since those carry the most day-to-day risk, and revisit company-level due diligence once a vendor relationship moves past a pilot.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1789462451785\"><strong class=\"schema-faq-question\"><strong>What is a hallucination in AI-generated market research?<\/strong><\/strong> <p class=\"schema-faq-answer\">A hallucination is when generative AI produces information that sounds accurate but is not grounded in real data, such as inventing a statistic or misattributing a quote. Always ask vendors how they test outputs against source data before trusting AI-generated insights.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1789462463077\"><strong class=\"schema-faq-question\"><strong>Should US research teams require an AI data processing addendum from vendors?<\/strong><\/strong> <p class=\"schema-faq-answer\">Yes. A written addendum spells out how a vendor handles training data, retention, and deletion, which matters under state privacy laws like the CCPA. Without one, buyers have little recourse if a vendor&#8217;s AI system mishandles respondent data.<\/p> <\/div> <\/div>\n","protected":false},"excerpt":{"rendered":"<p>AI vendor evaluation in market research means checking whether an AI-based service provider is trustworthy, ethical, and careful with your [&hellip;]<\/p>\n","protected":false},"author":197,"featured_media":874018,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_focuskw":"AI vendor evaluation market research","_yoast_wpseo_title":"AI Vendor Evaluation in Market Research: Buyer's Guide","_yoast_wpseo_metadesc":"Learn how to evaluate an AI vendor in market research using ESOMAR's 20 questions, a practical checklist, and real-world examples for US 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