{"product_id":"ai-skill-transform-descriptions-into-clay-search-queries","title":"AI Skill: Transform Descriptions into Clay Search Queries","description":"\u003ch3\u003eAI Skill: Transform Descriptions into Clay Search Queries\u003c\/h3\u003e\n\n\u003cp\u003eThis AI Skill converts natural-language audience descriptions into Clay search queries over people, companies, and jobs. It is designed to assist users in writing or refining a Clay search query based on leads, companies, candidates, or job postings they want to locate within Clay's platform.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eConverts detailed descriptions—including job postings and ICP notes—into precise Clay search queries.\u003c\/li\u003e\n  \u003cli\u003eAutomatically consults the Clay advanced search query reference to ensure query accuracy.\u003c\/li\u003e\n  \u003cli\u003eAsks a brief follow-up question when necessary, except when expressly directed not to do so by the user.\u003c\/li\u003e\n  \u003cli\u003eGenerates queries that reflect the user-stipulated filters, advising on any criteria that could not be incorporated.\u003c\/li\u003e\n  \u003cli\u003eExplains any inability to produce a meaningful query rather than generating inaccurate results.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eDevelopers and engineering teams using AI coding agents like Claude Code, Cursor, and Codex.\u003c\/li\u003e\n  \u003cli\u003eData analysts and researchers working with people and company intelligence data.\u003c\/li\u003e\n  \u003cli\u003eRecruitment and business development professionals seeking refined search capabilities in Clay.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eGenerating search queries from job descriptions for candidate profiling within Clay.\u003c\/li\u003e\n  \u003cli\u003eRefining audience targeting by converting marketing briefs into search parameters for potential leads.\u003c\/li\u003e\n  \u003cli\u003eCrafting comprehensive profiles of companies or job opportunities based on natural-language insights.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eUtilises AI agent skills and AI application capabilities for generating search queries.\u003c\/li\u003e\n  \u003cli\u003eIntegrates with Clay’s platform at \u003ca href=\"https:\/\/clay.com\"\u003ehttps:\/\/clay.com\u003c\/a\u003e.\u003c\/li\u003e\n  \u003cli\u003eProvides functionality in conjunction with other Clay products including tables and audiences.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c!-- mcpcart:static-blocks:start --\u003e\n\u003chr\u003e\n\u003ch3\u003eSource \u0026amp; Licence\u003c\/h3\u003e\n\u003cp\u003eThis package is built on open-source work published by \u003cstrong\u003eGrowth-Today\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/Growth-Today\/claude-skills\" rel=\"nofollow noopener\" target=\"_blank\"\u003eGrowth-Today\/claude-skills\u003c\/a\u003e) and distributed under \u003cstrong\u003eMIT\u003c\/strong\u003e. The original licence text and copyright notice are included in your download.\u003c\/p\u003e\n\u003cp\u003ePersonal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.\u003c\/p\u003e\n\u003cp\u003eYour purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.\u003c\/p\u003e\n\u003ch3\u003eDelivery \u0026amp; Support\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eDelivery:\u003c\/strong\u003e instant — a secure download link is emailed to you as soon as payment is confirmed.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e ZIP archive containing the skill files, documentation and the original licence.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSupport:\u003c\/strong\u003e \u003ca href=\"mailto:support@mcpcart.com\"\u003esupport@mcpcart.com\u003c\/a\u003e — we aim to reply within 2 business days.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUpdates:\u003c\/strong\u003e updates are included only where stated on this page.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eRefunds\u003c\/h3\u003e\n\u003cp\u003eThis is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.\u003c\/p\u003e\n\u003cp style=\"font-size:0.85em;color:#666;\"\u003eClaude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:end --\u003e","brand":"MCP Cart","offers":[{"title":"Default Title","offer_id":52904757330231,"sku":"MCP-GROWTH-TODAY-CLAUDE-SKILLS-CLAY-SEARCH-QUERY","price":20.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/MtdbhdKT4auSMDL2DLR3F_0021fc38117c47d08bd28cf524d10ee5.jpg?v=1787825778","url":"https:\/\/mcpcart.com\/products\/ai-skill-transform-descriptions-into-clay-search-queries","provider":"SPF PRO","version":"1.0","type":"link"}