--- title: ChatGPT Is Recommending MSPs Based on What Others Say description: LLM SEO for MSPs goes beyond your website. How reviews, brand mentions, and directory listings decide which MSPs ChatGPT and AI search recommend. image: https://tacticsmarketing.com/hubfs/LLM%20SEO%20for%20MSPs%20How%20ChatGPT%20Picks%20Who%20to%20Recommend.png --- [Skip to the main content.](https://tacticsmarketing.com/blog/chatgpt-is-recommending-msps-based-on-what-others-say#main-content) [![Tactics\_Logo-1](https://tacticsmarketing.com/hs-fs/hubfs/Other/Tactics_Logo-1.png?width=2904&height=600&name=Tactics_Logo-1.png "Tactics_Logo-1")](https://tacticsmarketing.com) [![Tactics white logo](https://tacticsmarketing.com/hs-fs/hubfs/Tactics%20Branding%202025/Tactics%20white%20logo.png?width=3000&height=600&name=Tactics%20white%20logo.png "Tactics white logo")](https://tacticsmarketing.com) - [How It Works](https://tacticsmarketing.com/how-it-works) - [Pricing](https://tacticsmarketing.com/pricing) - [Services](https://tacticsmarketing.com/services) - [Work](https://tacticsmarketing.com/work) - [The App](https://tacticsmarketing.com/app) - [Who We Serve](https://tacticsmarketing.com/who-we-serve) - [About](https://tacticsmarketing.com/about) [![Contact](https://no-cache.hubspot.com/cta/default/19967070/interactive-221055695537.png)](https://tacticsmarketing.com/hs/cta/wi/redirect?encryptedPayload=AVxigLLnzJu%2FjJJhiwQf6wy4JnYN4jgMgkqE7utDuNaHMdl7htfwK9h0%2BpRd4HMzhZq6gr5uqJTUGpaCY8hlhzXq33qOHLXbyTcG%2FajFI51JEeDMus8EavWqsnS5Nb%2FGBTtGED24hXlQfmWPDJBY7uZ%2BqRV8VZGR57PqkpNlNit0Te%2BIOgOdj2kDWdSnKcaVMMX5HzivAvLo0hccgXal&webInteractiveContentId=221055695537&portalId=19967070) Toggle Menu Toggle Menu [![Contact](https://no-cache.hubspot.com/cta/default/19967070/interactive-221055695537.png)](https://tacticsmarketing.com/hs/cta/wi/redirect?encryptedPayload=AVxigLLnzJu%2FjJJhiwQf6wy4JnYN4jgMgkqE7utDuNaHMdl7htfwK9h0%2BpRd4HMzhZq6gr5uqJTUGpaCY8hlhzXq33qOHLXbyTcG%2FajFI51JEeDMus8EavWqsnS5Nb%2FGBTtGED24hXlQfmWPDJBY7uZ%2BqRV8VZGR57PqkpNlNit0Te%2BIOgOdj2kDWdSnKcaVMMX5HzivAvLo0hccgXal&webInteractiveContentId=221055695537&portalId=19967070) - [How It Works](https://tacticsmarketing.com/how-it-works) - [Pricing](https://tacticsmarketing.com/pricing) - [Services](https://tacticsmarketing.com/services) - [Work](https://tacticsmarketing.com/work) - [The App](https://tacticsmarketing.com/app) - [Who We Serve](https://tacticsmarketing.com/who-we-serve) - [About](https://tacticsmarketing.com/about) [Facebook](https://www.facebook.com/tacticsmkt) [Instagram](https://www.instagram.com/tacticsmkt) [Linkedin](https://www.linkedin.com/company/tacticsmarketing) [YouTube](https://www.youtube.com/@TacticsMkt) 8 min read # ChatGPT Is Recommending MSPs Based on What Others Say [Lacy](https://tacticsmarketing.com/blog/author/lacy) : Published November 12, 2026 [SEO & Local Search](https://tacticsmarketing.com/blog/tag/seo-local-search) [AI & AEO](https://tacticsmarketing.com/blog/tag/ai-aeo) ![LLM SEO for MSPs How ChatGPT Picks Who to Recommend](https://tacticsmarketing.com/hs-fs/hubfs/LLM%20SEO%20for%20MSPs%20How%20ChatGPT%20Picks%20Who%20to%20Recommend.png?width=900&height=600&name=LLM%20SEO%20for%20MSPs%20How%20ChatGPT%20Picks%20Who%20to%20Recommend.png) ChatGPT Is Recommending MSPs Based on What Others Say 13:52 AI search is recommending MSPs by name. What it reads to decide, and how to make sure yours makes the list.  --- **TL;DR:** AI assistants are recommending MSPs by name now, and they mostly decide who makes the list by reading what everyone else says about them. Mentions across the web, business listings, and reviews carry more weight with these tools than anything an MSP publishes about itself. So cranking out more AI blog posts won't do much (sorry). Getting named comes down to earning the reviews, mentions, and listings that vouch for you, then checking what the AI tools say every few months.  --- A business owner gets fed up with their IT provider, opens ChatGPT and types, "Who's a good managed IT company near me?" A few seconds later, they've got three names, a sentence about each, and zero reason to scroll any further. If your MSP isn't one of those three, you weren't in the running. (And you'll never know you lost.) It works a lot like asking a hotel concierge where to eat. A good concierge doesn't send you to the restaurant with the fanciest menu or the slickest website. They send you to the place guests keep coming back raving about, the one the local paper wrote up last spring and the one their friend in the kitchen swears by. The restaurant's opinion of itself barely factors in. That's roughly how AI search picks MSPs, and a lot more people are asking it. Pew Research found that 44% of U.S. adults were using ChatGPT by early 2026, up from 34% a year before. (Your prospects are in that number. So is their office manager.) It's also the part of AI visibility most marketing calendars aren't touching. Plenty of MSPs answered the AI search question by publishing more blog posts, which is a bit like the restaurant printing more menus and hoping the concierge notices. Large language model (LLM) SEO has an off-site half, and for most MSPs, it's the half doing most of the work. ### Table of Contents 1. [How AI Picks Which MSPs Make the List](https://tacticsmarketing.com/blog/chatgpt-is-recommending-msps-based-on-what-others-say#HowAI) 2. [Why More AI Content Won't Get You Mentioned](https://tacticsmarketing.com/blog/chatgpt-is-recommending-msps-based-on-what-others-say#WhyMore) 3. [Reviews Are the Loudest Signal You Control](https://tacticsmarketing.com/blog/chatgpt-is-recommending-msps-based-on-what-others-say#Reviews) 4. [Getting Talked About on Sites You Don't Own](https://tacticsmarketing.com/blog/chatgpt-is-recommending-msps-based-on-what-others-say#Getting) 5. [Directories, Partner Pages and the Boring Details That Matter](https://tacticsmarketing.com/blog/chatgpt-is-recommending-msps-based-on-what-others-say#Directories) 6. [Find Out What AI Already Says About You](https://tacticsmarketing.com/blog/chatgpt-is-recommending-msps-based-on-what-others-say#Find) 7. [Get the Concierge Recommending You](https://tacticsmarketing.com/blog/chatgpt-is-recommending-msps-based-on-what-others-say#Get) 8. [Key Takeaways](https://tacticsmarketing.com/blog/chatgpt-is-recommending-msps-based-on-what-others-say#Key) 9. [Frequently Asked Questions](https://tacticsmarketing.com/blog/chatgpt-is-recommending-msps-based-on-what-others-say#Frequently) ## How AI Picks Which MSPs Make the List When someone asks ChatGPT or Google's AI Mode for an MSP recommendation, the tool isn't flipping through a ranked list of blue links. It's pulling together what it can find about the MSPs in that area and summarizing the consensus. And the consensus mostly lives on other people's websites. Ahrefs dug into this at the end of 2025, studying 75,000 brands to see what lines up with showing up in AI answers. The signals that lined up best weren't on the brands' own websites at all. Mentions were,  meaning how often a company's name pops up around the web (YouTube included), and they tracked closely with visibility in ChatGPT, AI Mode, and AI Overviews. Backlinks, the thing SEO folks have obsessed over for two decades, barely registered. (Somewhere, a link-building agency just felt a chill.) The study is upfront that correlation isn't causation, but the pattern held across all three platforms. Yext found something similar from a different angle. In an analysis of 6.8 million AI citations, business listings made up 42% of what ChatGPT, Gemini and Perplexity cited, nearly as much as companies' own websites. Yext sells listings management, so it has a horse in that race, but that's a lot of citations to wave away. Put those together and the picture gets clearer. Your website tells AI who you say you are. Everything else on the web tells it whether to believe you. ## Why More AI Content Won't Get You Mentioned The reflex answer to AI search has been volume. More blog posts, more FAQ pages, more articles tuned for whatever prompt people are typing this week. AI tools made it cheap, so plenty of MSPs went all in. (If your blog published more in 2025 than in the previous five years combined, you know who you are.) The trouble is that an LLM summarizing what the web thinks of your company doesn't care how many pages you've published about yourself. A hundred posts calling your MSP responsive won't outweigh three Google reviews saying the help desk took four days to call back. Your own content is one voice in the room, and it's the one with the most obvious bias. That doesn't make your website irrelevant. AI tools still lean on it for the basics (what you do, where you are, who you serve), and as AI Content Isn't Bad Marketing, It's Just Beige lays out, original content with real experience behind it still pulls its weight. But scaled content can't fake a reputation. A blog full of generic AI posts gives the tools even less to work with, since there's nothing in it that dozens of other MSP sites didn't already say. The on-site groundwork (structure, schema, and the rest) is covered in[Clicks Don't Matter Like They Used To](https://tacticsmarketing.com/blog/clicks-dont-matter-like-they-used-to). The off-site half is a different job entirely. ## Reviews Are the Loudest Signal You Control Reviews have one big advantage over most signals. They're public, they're specific, and they're written by the exact people a prospect wants to hear from. BrightLocal's 2026 survey found that 97% of consumers read reviews for local businesses, and 82% read the AI-generated summaries that now sit on top of them. (That's a consumer survey, but the people hiring an MSP check Yelp before dinner like everyone else.) The second number is the one to watch. When an AI tool summarizes your reviews, it's writing the sentence a prospect reads about you. So what's in a review counts as much as how many you have. "Great service!" is nice. "They moved our 30-person office to Microsoft 365 over a weekend, and nobody lost an email" is the kind of detail an AI tool can repeat, and the kind a prospect remembers. A few habits help. Ask at the moments clients are happiest, like right after a smooth onboarding, a fast fix, or a quarterly review that went well. Send a direct link so it takes 30 seconds instead of five minutes. Ask clients to mention what you did for them, not just how they felt about it. And never pay for reviews, script them, or only ask the clients you know are happy, which breaks Google's review policies and tends to read as fake anyway.[Responding to reviews on your Google Business Profile](https://tacticsmarketing.com/blog/google-business-profiles-how-msps-win-the-map-pack-and-capture-local-leads) is a whole skill of its own. ## Getting Talked About on Sites You Don't Own Reviews cover what clients say. Mentions cover what everyone else says, and for AI tools, that's the bigger pool. Every time your MSP's name shows up on a local news site, a chamber of commerce page, a vendor's partner directory, an industry podcast, or a Reddit thread where someone asked for IT recommendations, that's another data point telling an LLM your company exists and what it's known for. Most MSPs are already doing things people would write about. They just aren't getting written down anywhere. Sponsoring a local event? Make sure the organizer's site names you. Speaking at a chamber lunch or a vendor conference? Ask for the speaker page. Did your team help a nonprofit recover from ransomware? That's a story a local business journal might run (with the client's permission, of course). Your team's expertise is the raw material for most of these mentions, and getting it out of their heads is covered in another post in this series. Context matters, too. A mention that says "Acme IT, a managed service provider in Boise that specializes in dental practices" gives an AI tool far more to work with than your logo in a row of sponsors. Wherever you can, help the people writing about you say what you do and who you do it for. None of this happens overnight, and that's kind of the point. Mentions are hard to fake at scale, which is a big part of why they carry so much weight. ## Directories, Partner Pages, and the Boring Details That Matter Directories are the least glamorous part of LLM SEO. Nobody has ever bragged about updating their Bing Places listing at a barbecue. But remember that Yext finding? Listings made up a huge share of what AI tools cited, so your Google Business Profile, Bing Places, Apple Business Connect, your chamber listing, and every vendor page that lists you are all feeding the answer. The details on those pages need to match. Your business name, address, and phone number (NAP) should read the same everywhere, along with your services, hours, and service area. If one directory still lists the office you moved out of in 2022, and another calls you "Acme Technologies LLC" while your site says "Acme IT," an AI tool has to guess which one is right. The cleanup itself is covered step by step in[Fix Your Visibility: The MSP Guide to NAP Consistency](https://tacticsmarketing.com/blog/fix-your-visibility-the-msp-guide-to-nap-consistency). Partner pages are an underrated piece of this. Microsoft, your remote monitoring and management (RMM) and professional services automation (PSA) vendors, your security stack, and your distributors often publish partner locators. If you qualify and you're not listed, you're leaving a credible mention on the table. And while you're in there, make sure the description says something more specific than "full-service IT provider." If your own website reads just as generic, the post on AI-built MSP websites earlier in this series covers how to fix it. ## Find Out What AI Already Says About You Before fixing anything, get a baseline. It takes about 15 minutes and a cup of coffee. Open ChatGPT, Gemini, Perplexity, and Google's AI Mode, and ask each one the questions your buyers would ask. "Who are the best managed IT providers in \[your city\]?" "Which MSPs near me work with law firms?" "What do people say about \[your company name\]?" (Yes, asking about yourself feels a little vain. Do it anyway.) Write down what comes back. Are you mentioned? Is the description accurate? Which competitors show up, and what sources do the tools cite when they name them? That last question is the useful one, because it shows which review sites, directories, and publications carry weight in your market. If a tool quotes an outdated stat or a service you dropped years ago, check your old blog posts first, since content decay gets its own post in this series. Then compare it to your own footprint. Count your reviews and check how recent they are, look over your top listings for mismatched details, and search your company name in quotes to see where else it shows up. Repeat the whole exercise every quarter, since AI answers shift as new information gets picked up. For tracking AI visibility over the long haul,[Measuring AI: The New Rules of Search for MSPs](https://tacticsmarketing.com/blog/measuring-ai-the-new-rules-of-search-for-msps-1) goes further. ## Get the Concierge Recommending You AI tools don't take your website's word for it. They build MSP recommendations mostly from what the rest of the web says, so brand mentions and listings carry real weight, and another stack of blog posts barely moves anything. Reviews give those tools specific, believable details to repeat. Mentions on other people's sites, matching directory details and partner listings fill in the rest, and a 15-minute round of prompts shows where you stand right now. The frustrating part is how invisible all of this is. Nobody gets a notification when ChatGPT recommends a competitor instead of them. There's no ranking report for the conversation a prospect had with an AI tool before they ever landed on a website. You just get fewer calls and no clear reason why, while the content calendar keeps humming along. Tactics Marketing helps MSPs build the kind of reputation AI tools pick up on, both on the website and everywhere else people talk about you. It's slower than publishing another blog post, and it's a lot harder for a competitor to copy. If you're curious what AI says about your MSP right now, [**connect with Tactics Marketing**](https://tacticsmarketing.com/contact). Better to find out before your next prospect asks the concierge. ### **Key Takeaways** - Your website says who you are, and the rest of the web decides whether AI believes you. - Brand mentions line up with AI visibility much more closely than backlinks. - Publishing more content won't outweigh a thin reputation. - Specific, recent reviews give AI tools something worth repeating. - Consistent listings and partner pages feed a big share of AI citations. - Ask the AI tools about your MSP every quarter. ### **Frequently Asked Questions** **1. What is LLM SEO?**LLM SEO is the work of getting your business mentioned and cited in answers from AI tools like ChatGPT, Gemini, and Google's AI Mode. It covers your own website, but much of it happens off-site, through the reviews, brand mentions, directory listings, and partner pages AI tools draw on when they summarize a market. **2. How can an MSP rank in ChatGPT?**There's no ranking to buy, but you can raise the odds of being named. Earn steady, specific reviews, get mentioned on credible local and industry sites, keep your business details consistent across directories and partner listings, and make sure your website clearly says what you do and who you serve. **3. Do reviews affect AI search results?**They appear to. AI tools often summarize reviews when describing a business, and review sites are among the sources they cite. Recent, detailed reviews that mention specific services give AI tools accurate language to repeat, while a handful of old or vague reviews gives them very little to work with. - [Plans & Pricing](https://tacticsmarketing.com/pricing) - [Additional Items](https://tacticsmarketing.com/services) - [The Signal](https://mspsignal.com) - [Our Work](https://tacticsmarketing.com/work) - [Free Analysis + Tee](https://tacticsmarketing.com/get-your-free-analysis-tee) - [Blog](https://tacticsmarketing.com/blog) - [Resources](https://tacticsmarketing.com/resources) Tactics Marketing, Middlestetter, LLC · Sisters, Oregon. HubSpot Gold Partner. 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