--- title: "Get Found by AI Agents: llms.txt, JSON-LD & Citations" description: "AI assistants now recommend businesses by scraping facts. Publish llms.txt, add JSON-LD, and keep listings consistent so agents cite you, not a rival." lang: en json-ld: | [ { "@context": "https://schema.org", "@type": [ "LocalBusiness", "ProfessionalService" ], "@id": "https://technologyoncall.com/#business", "name": "Technology On Call", "alternateName": "The Tech Doctor", "url": "https://technologyoncall.com/", "logo": "https://technologyoncall.com/favicon.png", "image": "https://technologyoncall.com/og.png", "description": "Technology consultant for small business — we make technology, marketing, and AI work for small businesses in Connecticut so you can stop fighting your tools and get back to running your business.", "telephone": "+1-860-408-9066", "email": "help@technologyoncall.com", "priceRange": "$$", "currenciesAccepted": "USD", "paymentAccepted": "Cash, Credit Card, Check, ACH", "address": { "@type": "PostalAddress", "addressLocality": "Granby", "addressRegion": "CT", "postalCode": "06035", "addressCountry": "US" }, "geo": { "@type": "GeoCoordinates", "latitude": 41.9528, "longitude": -72.7895 }, "hasMap": "https://www.google.com/maps/place/Granby,+CT+06035", "openingHoursSpecification": [ { "@type": "OpeningHoursSpecification", "dayOfWeek": [ "Monday", "Tuesday", "Wednesday", "Thursday", "Friday" ], "opens": "08:00", "closes": "18:00" } ], "contactPoint": [ { "@type": "ContactPoint", "telephone": "+1-860-408-9066", "email": "help@technologyoncall.com", "contactType": "customer service", "areaServed": "US", "availableLanguage": [ "English" ] } ], "founder": { "@type": "Person", "name": "Paul Berg", "jobTitle": "Owner & Tech Doctor" }, "areaServed": [ { "@type": "State", "name": "Connecticut" } ], "sameAs": [ "https://www.facebook.com/paullberg", "https://www.linkedin.com/in/technologyoncall/", "https://www.youtube.com/@TechOnCall", "https://www.youtube.com/channel/UC4HAzLK0M7zTYw9sd2yoKPA" ] }, { "@context": "https://schema.org", "@type": "Organization", "@id": "https://technologyoncall.com/#organization", "name": "Technology On Call", "alternateName": "The Tech Doctor", "url": "https://technologyoncall.com/", "logo": "https://technologyoncall.com/favicon.png", "email": "help@technologyoncall.com", "telephone": "+1-860-408-9066", "founder": { "@type": "Person", "name": "Paul Berg" }, "sameAs": [ "https://www.facebook.com/paullberg", "https://www.linkedin.com/in/technologyoncall/", "https://www.youtube.com/@TechOnCall", "https://www.youtube.com/channel/UC4HAzLK0M7zTYw9sd2yoKPA" ] }, { "@context": "https://schema.org", "@type": "WebSite", "@id": "https://technologyoncall.com/#website", "url": "https://technologyoncall.com/", "name": "Technology On Call", "publisher": { "@id": "https://technologyoncall.com/#organization" }, "inLanguage": "en-US" }, { "@context": "https://schema.org", "@type": "Organization", "@id": "https://technologyoncall.com/#organization", "name": "Technology On Call", "alternateName": "The Tech Doctor", "url": "https://technologyoncall.com", "logo": { "@type": 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"https://technologyoncall.com/og.png", "telephone": "+1-860-408-9066", "email": "help@technologyoncall.com", "address": { "@type": "PostalAddress", "streetAddress": "3 Murthas Way, Apt 317", "addressLocality": "Granby", "addressRegion": "CT", "postalCode": "06035", "addressCountry": "US" }, "contactPoint": { "@type": "ContactPoint", "telephone": "+1-860-408-9066", "email": "help@technologyoncall.com", "contactType": "customer service", "areaServed": "US", "availableLanguage": [ "English" ] }, "areaServed": { "@type": "GeoCircle", "geoMidpoint": { "@type": "GeoCoordinates", "latitude": 41.9548, "longitude": -72.7901 }, "geoRadius": "50000" }, "founder": { "@type": "Person", "name": "Paul Berg", "jobTitle": "Owner & Tech Doctor" }, "priceRange": "$$", "openingHours": "Mo-Fr 08:00-18:00", "sameAs": [ "https://www.facebook.com/paullberg", "https://www.linkedin.com/in/technologyoncall/", "https://www.youtube.com/@TechOnCall" ], "makesOffer": [ { "@type": "Offer", "itemOffered": { "@type": "Service", "name": "Small Business IT Support" } }, { "@type": "Offer", "itemOffered": { "@type": "Service", "name": "Website Design" } }, { "@type": "Offer", "itemOffered": { "@type": "Service", "name": "Website Development" } }, { "@type": "Offer", "itemOffered": { "@type": "Service", "name": "SEO" } }, { "@type": "Offer", "itemOffered": { "@type": "Service", "name": "Marketing Strategy" } }, { "@type": "Offer", "itemOffered": { "@type": "Service", "name": "Computer Networking" } }, { "@type": "Offer", "itemOffered": { "@type": "Service", "name": "AI Solutions" } }, { "@type": "Offer", "itemOffered": { "@type": "Service", "name": "Database Development" } }, { "@type": "Offer", "itemOffered": { "@type": "Service", "name": "Drone Video Production" } }, { "@type": "Offer", "itemOffered": { "@type": "Service", "name": "Virtual Tours" } } ] }, { "@context": "https://schema.org", "@type": "WebSite", "@id": "https://technologyoncall.com/#website", "name": "Technology On Call", "url": "https://technologyoncall.com", "publisher": { "@id": "https://technologyoncall.com/#organization" }, "potentialAction": { "@type": "SearchAction", "target": "https://technologyoncall.com/?q={search_term_string}", "query-input": "required name=search_term_string" } }, { "@context": "https://schema.org", "@type": "FAQPage", "speakable": { "@type": "SpeakableSpecification", "cssSelector": [ "h1", "h2", "[data-speakable]" ] }, "mainEntity": [ { "@type": "Question", "name": "Why am I getting fewer calls from Google searches?", "acceptedAnswer": { "@type": "Answer", "text": "AI assistants often replace the search-results click with a short answer that includes a recommendation. If the assistant can't find a consistent, verifiable fact about your business — service area, hours, phone number — it will either skip you or answer vaguely. That means a potential customer never reaches your site. This isn't about being first for a keyword. It's about making a handful of concrete facts trivial for an agent to extract and cite. Think of the assistant as a picky librarian: give it a neat card catalog and it will hand your business to the right patron." } }, { "@type": "Question", "name": "What is llms.txt and how do I publish one quickly?", "acceptedAnswer": { "@type": "Answer", "text": "llms.txt is a plain text file you place at the root of your website (for example: https://yourdomain.com/llms.txt). Treat it like a short public business card for AI agents: name, core services, service area, and the key pages you want recommended. Quick how-to (10–20 minutes if you know your hosting control panel): - Create a plain text file named llms.txt and upload it to the website root — the same folder as robots.txt. If your CMS blocks root files, ask your web host or developer to add it. - Keep each fact on its own line and use simple labels. Example content: - Name: Acme Plumbing - Ser" } }, { "@type": "Question", "name": "How can I make my site readable to AI so it pulls the right facts?", "acceptedAnswer": { "@type": "Answer", "text": "Structured content means organizing information for machines: clear headings, short lists, and explicit data in JSON-LD. A page that looks fine to a human can still hide facts in long paragraphs. Practical checklist you or your developer can follow today: - Headings: use one H1 for the page title and H2s for predictable sections (Services, Pricing, Contact, FAQs). Agents prefer a consistent layout. - Lists: put services, neighborhoods, and price ranges in bullet lists rather than burying them in narrative copy. - Short FAQs: add 5–10 real customer questions with concise answers; Q&A pairs are " } }, { "@type": "Question", "name": "What exact business facts should I publish — and where should they live on my site?", "acceptedAnswer": { "@type": "Answer", "text": "Agents want three basics: who you are, where you serve, and how to reach you. Publish those facts in multiple places so an agent can cross-check them automatically. Where to put the facts and what to include: - Homepage: short service summary, primary phone with a tel: link, and clear links to Contact and Service Area pages. - Contact page: phone (use a tel: link), address (if you have one), a short contact form, and emergency hours if applicable. - Service Area page: list towns, neighborhoods, or a simple radius; repeat the exact place names in your JSON-LD serviceArea property. - Footer: rep" } }, { "@type": "Question", "name": "How do I earn citations so AI agents will cite my business?", "acceptedAnswer": { "@type": "Answer", "text": "AI answers often include source citations. The fastest way to get cited is consistent mentions of your business on reputable local sites: directories, review platforms, and local press. Concrete steps that produce verifiable citations: - Claim and update directory listings you care about. Make sure your NAP (name, address, phone) matches exactly — character for character — across listings. - Encourage and respond to reviews on the platform you prefer. Short, specific reviews are easier for agents to parse than long rants. - Get local mentions: a chamber-of-commerce profile, a supplier shout-ou" } } ] }, { "@context": "https://schema.org", "@type": "BreadcrumbList", "@id": "https://technologyoncall.com/blog/getting-noticed-by-agentic-search-bots#breadcrumb", "itemListElement": [ { "@type": "ListItem", "position": 1, "name": "Home", "item": "https://technologyoncall.com/" }, { "@type": "ListItem", "position": 2, "name": "Blog", "item": "https://technologyoncall.com/blog" }, { "@type": "ListItem", "position": 3, "name": "Getting Noticed by AI Agents and Agentic Search Bots", "item": "https://technologyoncall.com/blog/getting-noticed-by-agentic-search-bots" } ] }, { "@context": "https://schema.org", "@type": "Article", "@id": "https://technologyoncall.com/blog/getting-noticed-by-agentic-search-bots#article", "headline": "Getting Noticed by AI Agents and Agentic Search Bots", "description": "AI assistants now recommend businesses by scraping facts. Publish llms.txt, add JSON-LD, and keep listings consistent so agents cite you, not a rival.", "image": "https://erucrvnsrebzwinakaxk.supabase.co/storage/v1/object/public/blog-images/getting-noticed-by-agentic-search-bots.jpg", "datePublished": "2026-04-23T00:00:00+00:00", "dateModified": "2026-04-23T00:00:00+00:00", "author": { "@type": "Person", "@id": "https://technologyoncall.com/about#paul-berg", "name": "Paul Berg", "jobTitle": "Owner & Tech Doctor", "url": "https://technologyoncall.com/about", "worksFor": { "@id": "https://technologyoncall.com/#business" }, "sameAs": [ "https://www.facebook.com/paullberg", "https://www.linkedin.com/in/technologyoncall/", "https://www.youtube.com/@TechOnCall" ], "knowsAbout": [ "Small Business IT Support", "Website Design", "SEO", "AI Solutions", "Marketing Strategy", "Computer Networking" ] }, "publisher": { "@id": "https://technologyoncall.com/#organization" }, "mainEntityOfPage": { "@type": "WebPage", "@id": "https://technologyoncall.com/blog/getting-noticed-by-agentic-search-bots" }, "articleSection": "SEO & Marketing", "keywords": "seo, ai, llms-txt, agents", "wordCount": 1257, "inLanguage": "en-US" } ] --- ![Revisit consent button](https://cdn-cookieyes.com/assets/images/revisit.svg) We value your privacy We use cookies to enhance your browsing experience, serve personalised ads or content, and analyse our traffic. 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Getting Noticed by AI Agents and Agentic Search Bots [All articles](/blog) SEO & Marketing April 23, 2026 · 6 min read # Getting Noticed by AI Agents and Agentic Search Bots AI assistants now recommend businesses by extracting facts. Learn how llms.txt, JSON-LD, and consistent listings help agents find and cite your small business. Listen to this article · ~8 min listen Sarah 1× AI-narrated by Sarah · 3 parts, played seamlessly. Tap play to start. ![Getting Noticed by AI Agents and Agentic Search Bots](https://erucrvnsrebzwinakaxk.supabase.co/storage/v1/object/public/blog-images/getting-noticed-by-agentic-search-bots.jpg) In this article 1. 1. [Why am I getting fewer calls from Google searches?](#why-am-i-getting-fewer-calls-from-google-searches) 2. 2. [What is llms.txt and how do I publish one quickly?](#what-is-llmstxt-and-how-do-i-publish-one-quickly) 3. 3. [How can I make my site readable to AI so it pulls the right facts?](#how-can-i-make-my-site-readable-to-ai-so-it-pulls-the-right-facts) 4. 4. [What exact business facts should I publish — and where should they live on my site?](#what-exact-business-facts-should-i-publish-and-where-should-they-live-on-my-site) 5. 5. [How do I earn citations so AI agents will cite my business?](#how-do-i-earn-citations-so-ai-agents-will-cite-my-business) 6. 6. [Frequently Asked Questions](#frequently-asked-questions) You're answering fewer cold calls from strangers who used to find you with a Google search. Now people often start with AI assistants — and those assistants only recommend businesses when they can confidently extract facts about you. If your site looks great to customers but hides the facts machines need, you can be invisible to those assistants. I help clients fix this every week; if you don't want to wrestle with files and markup, our [IT Support in Connecticut](https://technologyoncall.com/services/it-support-ct) service can set this up for you. For broader safety habits worth building into your week, [the National Cybersecurity Alliance](https://staysafeonline.org) keeps a clean library of plain-language guides. ## Why am I getting fewer calls from Google searches? AI assistants often replace the search-results click with a short answer that includes a recommendation. If the assistant can't find a consistent, verifiable fact about your business — service area, hours, phone number — it will either skip you or answer vaguely. That means a potential customer never reaches your site. This isn't about being first for a keyword. It's about making a handful of concrete facts trivial for an agent to extract and cite. Think of the assistant as a picky librarian: give it a neat card catalog and it will hand your business to the right patron. ## What is llms.txt and how do I publish one quickly? llms.txt is a plain text file you place at the root of your website (for example: [https://yourdomain.com/llms.txt](https://yourdomain.com/llms.txt)). Treat it like a short public business card for AI agents: name, core services, service area, and the key pages you want recommended. Quick how-to (10–20 minutes if you know your hosting control panel): - Create a plain text file named llms.txt and upload it to the website root — the same folder as robots.txt. If your CMS blocks root files, ask your web host or developer to add it. - Keep each fact on its own line and use simple labels. Example content: - Name: Acme Plumbing - Services: emergency repairs; water heater replacement; drain cleaning - Service-area: Branford, Guilford, Madison - Contact: [https://yourdomain.com/contact](https://yourdomain.com/contact) - Sitemap: [https://yourdomain.com/services](https://yourdomain.com/services), [https://yourdomain.com/pricing](https://yourdomain.com/pricing) - Always use full HTTPS URLs so agents can follow the links automatically. What not to do: do not put API keys, passwords, or private notes in llms.txt. It’s a public file. After you publish it, verify by visiting [https://yourdomain.com/llms.txt](https://yourdomain.com/llms.txt) in a browser. ## How can I make my site readable to AI so it pulls the right facts? Structured content means organizing information for machines: clear headings, short lists, and explicit data in JSON-LD. A page that looks fine to a human can still hide facts in long paragraphs. Practical checklist you or your developer can follow today: - Headings: use one H1 for the page title and H2s for predictable sections (Services, Pricing, Contact, FAQs). Agents prefer a consistent layout. - Lists: put services, neighborhoods, and price ranges in bullet lists rather than burying them in narrative copy. - Short FAQs: add 5–10 real customer questions with concise answers; Q&A pairs are easy for agents to consume. - JSON-LD: add a LocalBusiness schema snippet in the page containing name, address, telephone, openingHours, priceRange, serviceArea, and sameAs (links to your social or directory listings). For implementation details and examples, see Google's structured data documentation for Search. If you don't edit code, many CMS platforms offer plugins that inject JSON-LD (WordPress, Shopify). A developer can add a tiny JSON-LD block in a few minutes. (Related reading: [Improve Your Website Discoverability: A Practical Roadmap](https://technologyoncall.com/blog/improve-your-website-discoverability) dives into the neighboring work of making pages findable.) ## What exact business facts should I publish — and where should they live on my site? Agents want three basics: who you are, where you serve, and how to reach you. Publish those facts in multiple places so an agent can cross-check them automatically. Where to put the facts and what to include: - Homepage: short service summary, primary phone with a tel: link, and clear links to Contact and Service Area pages. - Contact page: phone (use a tel: link), address (if you have one), a short contact form, and emergency hours if applicable. - Service Area page: list towns, neighborhoods, or a simple radius; repeat the exact place names in your JSON-LD serviceArea property. - Footer: repeat phone and address site-wide so the data appears on every page. - Pricing page: publish starting prices or clear ranges (for example, “Starting at $X” or “Hourly rates available”) so agents have a tangible signal. Consistency matters more than placement. If your website shows one phone number and directory listings show another, agents will mark the business as low confidence and often skip recommending it. ## How do I earn citations so AI agents will cite my business? AI answers often include source citations. The fastest way to get cited is consistent mentions of your business on reputable local sites: directories, review platforms, and local press. Concrete steps that produce verifiable citations: - Claim and update directory listings you care about. Make sure your NAP (name, address, phone) matches exactly — character for character — across listings. - Encourage and respond to reviews on the platform you prefer. Short, specific reviews are easier for agents to parse than long rants. - Get local mentions: a chamber-of-commerce profile, a supplier shout-out, or a local news blurb gives agents a traceable reference. How to test whether agents recommend you: - Ask the assistants directly the kinds of questions your customers would ask: “Who does tile work in \[your town\]?” or “Where can I get gluten-free pizza in \[your town\]?” Note the answer and the sources the agent cites. - Compare the cited phone number, hours, and price hints to your published facts. If they don't match, fix the discrepancy in llms.txt, your JSON-LD, and directory listings, then re-query weekly. A quick example from my shop: a baker in New Haven added a concise llms.txt and a small JSON-LD block listing hours and service area. Within a few weeks the baker began appearing in AI answers where they hadn’t before — not an overnight miracle, but agents were finally able to verify the facts. If you prefer not to edit files yourself, I can set this up for you — book a quick setup call at [https://technologyoncall.com/contact](https://technologyoncall.com/contact) and I’ll show which fields to publish and where. Stuck on a specific situation? [Ask Paul a quick question](https://technologyoncall.com/ask) or [book a call](https://technologyoncall.com/contact) and we'll point you in the right direction. ## Frequently Asked Questions **Do I really need an llms.txt file?** Yes. It’s not the only thing that matters, but llms.txt is a very low-effort signal that tells AI agents who you are and which pages matter. Think of it as a tiny sitemap aimed at machines. **How long until AI agents notice changes I make?** It varies by agent. Some update quickly, others take weeks. A practical routine: update llms.txt and JSON-LD, then re-query the agents once a week. If nothing changes in a month, check for inconsistencies or missing citations. **Will reviews and local mentions actually move the needle?** Yes. Agents prefer answers they can cite. Consistent, reputable mentions — directories, local press, and review platforms — give agents the trail they need to trust and recommend you. **If my website is clear to people, do I still need structured data?** Yes. Humans can read messy pages; agents need structured markup or a clear llms.txt to extract facts reliably. Adding JSON-LD and tidy headings helps both customers and machines without changing your site's look. #seo #ai #llms-txt #agents ## Need help with this in your business? Paul Berg, The Tech Doctor — friendly, low-pressure technology help across Connecticut. [Talk to Paul](/contact) ## Related articles [SEO & Marketing ### SEO, AEO & GEO Checklist: 21 Steps to Get Found Online in 2026 A practical 21-step checklist to help small businesses get found in Google, AI Overviews, ChatGPT, and Perplexity — without the jargon. ](/blog/seo-aeo-geo-checklist-2026)[SEO & Marketing ### See Which Marketing Dollars Actually Pay You Back Half your marketing budget is wasted — you just don't know which half. Here's how to finally connect dollars in to customers out, so you can double down on what works. ](/blog/see-which-marketing-dollars-pay-you-back)[SEO & Marketing ### Show Up Everywhere Your Customers Already Are — Without Being on Camera You don't need to be a YouTuber to win on YouTube. Here's how a steady drip of short, helpful videos answers the questions your buyers are already asking — without you ever stepping in front of a camera. ](/blog/show-up-everywhere-without-being-on-camera) ## Comments Be the first to comment. ### Leave a comment Comments are reviewed before they appear. Your email is never shown publicly. Name \* Email (optional, not shown) Comment \* 0/4000 Submit comment [ Have a question? Get a real answer — instantly. Ask anything about IT, websites, marketing, or AI. Powered by Tech Doctor knowledge. Ask NOW! ](/search) ![Technology On Call](/assets/toc-logo-og-D75giZ5W.png) Online Or At Your Door Paul Berg — Tech Doctor Technology, marketing, and AI solutions for home-based, small, and medium-sized businesses. 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