AI chat is the number one source B2B buyers use to shortlist software.<\/p>\n
Not review sites. Not vendor websites. Not salespeople. AI chat.<\/p>\n
G2\u2019s 2025 survey<\/a> of 1,000+ decision makers found that 87% say AI tools like ChatGPT, Perplexity, and Gemini are changing how they research software.<\/p>\n Half of SaaS buyers now start in AI chat instead of Google Search.<\/strong><\/p>\n They\u2019re \u201cone-shotting\u201d their research with prompts like \u201cGive me CRM solutions for a large gym that work on iPads.\u201d<\/p>\n What used to take hours of \u201cGoogle \u2014> right-click \u2014> open new tab\u201d is condensed to minutes.<\/p>\n If your product doesn\u2019t show up when buyers ask AI to recommend solutions in your category, you\u2019re losing deals before they begin.<\/p>\n This guide shows you exactly how to change that.<\/p>\n I\u2019ll walk you through:<\/p>\n There are three ways your brand can show up in AI search:<\/p>\n Brand mentions mean your brand appears in the AI\u2019s answer.<\/p>\n It\u2019s not always an endorsement. It\u2019s simply the AI recognizing your brand as relevant to the topic.<\/p>\n For example, I asked ChatGPT:<\/p>\n \u201cHow can remote teams stay aligned on projects?\u201d<\/em><\/p>\n ChatGPT outlined a few tactics and listed several tools, naming specific brands as examples with no extra context about any of them.<\/p>\n At this level, how AI talks about your brand is super important. AKA: brand sentiment.<\/p>\n A positive tone builds early trust while a negative one sets bad expectations.<\/p>\n Let me show you what I mean.<\/p>\n I asked ChatGPT:<\/p>\n \u201cWhat do marketers on Reddit say about top reporting dashboards.\u201d<\/em><\/p>\n ChatGPT summarized Reddit\u2019s discussions, listed a few tools, and included criticisms about some products.<\/p>\n If I were evaluating dashboards, the negative details about AgencyAnalytics and Looker Studio would create a subtle bias that would follow me as I continued my research.<\/p>\n That\u2019s no bueno.<\/p>\n So make sure sentiment around your mentions leans positive.<\/p>\n How do you keep an eye on brand sentiment?<\/p>\n Easy. Use Semrush AI Visibility Toolkit<\/a>.<\/p>\n Just go to \u201cAI Visibility<\/strong>\u201d > \u201cPerception<\/strong>\u201d and you\u2019ll see key sentiment drivers surrounding your brand. The tool will show you Brand Strength Factors (positive influence on sentiment) and Areas for Improvement (negative sentiment factors).<\/p>\n Citations are instances of AI using your content as a source.<\/p>\n It\u2019s a strong signal that the AI trusts your brand and is using your content to build its answer.<\/p>\n In Google AI Mode, citations show up as clickable links on the right-hand side of the response.<\/p>\n In ChatGPT, they appear as footnotes or small inline links.<\/p>\n Citations come with two complications.<\/p>\n First, they\u2019re not as visible as brand mentions.<\/strong><\/p>\n The footnote-style links are easy to miss, which means you probably won\u2019t get meaningful traffic from these citations.<\/p>\n Second, citations don\u2019t always create brand awareness.<\/strong><\/p>\n The AI can use your content, but not mention your brand.<\/p>\n Semrush\u2019s AI Visibility Index report calls this the \u201cZapier Paradox.\u201d<\/p>\n In the Google AI Mode dataset, Zapier was the most-cited domain in the entire software category. It appeared in around 21% of the analyzed prompts.<\/p>\n Yet it ranked only #44 for brand mentions.<\/p>\n That means the AI trusts Zapier\u2019s content enough to use it constantly.<\/p>\n But that trust hasn\u2019t translated into more visibility for the brand itself.<\/p>\n That doesn\u2019t mean citations are useless. Far from it, since they\u2019re still the only method of sending users directly from AI search to your website.<\/p>\n But if you\u2019re cited for an answer that recommends other brands (like Zapier often is), the citation isn\u2019t super useful for your brand.<\/p>\n That\u2019s why you want the third type of AI visibility.<\/p>\n Product recommendations are where the AI moves from \u201chere are some options\u201d to \u201chere\u2019s what you should choose.\u201d<\/p>\n To get recommended, your brand typically needs two things working in your favor:<\/p>\n For example, when I asked:<\/p>\n \u201cWhich CRM is best for small businesses?\u201d<\/em><\/p>\n ChatGPT recommended six CRM platforms.<\/p>\n Each one came with a breakdown of strengths.<\/p>\n That\u2019s the AI directly influencing my consideration set.<\/p>\n And when the AI wraps up the answer with the top three CRMs, these three brands stay top of mind.<\/p>\n As the reader, I\u2019m thinking:<\/p>\n \u201cAlrighty. These are the tools I should probably compare.\u201d<\/p>\n That\u2019s the power of SaaS product recommendations in AI search.<\/p>\n The AI isn\u2019t just helping me explore the category. It\u2019s shaping the shortlist I walk away with.<\/p>\n When AI answers a query, it cross-checks sources.<\/p>\n It compares what you say about your product with its training data. Along with what the rest of the internet says about you.<\/p>\n If the details line up, you\u2019ve got consensus and consistency: two forces that drive visibility in AI search.<\/p>\n Consensus happens when many credible places describe your product in the same way.<\/p>\n In practice, the AI is looking for alignment across sources like:<\/p>\n Basically: anywhere your product is being talked about in a credible context.<\/p>\n Take Asana, for example.<\/p>\n It routinely appears in AI answers about project management tools.<\/p>\n And you can see why when you look at its footprint online.<\/p>\n Across multiple places, you\u2019ll find the same core description repeated from their website to Capterra to Reddit.<\/p>\n All of these brand mentions alone help boost Asana\u2019s potential visibility.<\/p>\n But when they also all point to the same story, that\u2019s consensus. This helps AI feel confident surfacing the brand repeatedly.<\/p>\n Consistency means the details match everywhere they appear.<\/p>\n When AI scans the web, it\u2019s looking for verifiable facts. If those specifics line up, it trusts them.<\/p>\n But, if those signals don\u2019t match, the model becomes unsure.<\/p>\n (Just like you would if five people gave you five different versions of the same \u201cfact.\u201d)<\/p>\n For example, let\u2019s say:<\/p>\n Now you\u2019ve got three conflicting stories.<\/p>\n When the AI sees that, it can\u2019t tell which one is true. It might use the right one, or it might use the wrong one. Or it might not use any of them.<\/p>\n That\u2019s why data hygiene matters in AI search.<\/p>\n The key facts about your brand should be consistent everywhere your brand is described.<\/p>\n Not all content carries the same weight in SaaS AI search.<\/p>\n Some formats show up repeatedly because they help models verify what\u2019s true about a product.<\/p>\n Review platforms are some of the most heavily cited sources in SaaS AI search.<\/p>\n These sites, including G2, Capterra, and TrustRadius, give AI unfiltered, third-party proof about your product.<\/p>\n The platforms help the model validate:<\/p>\n In other words, this is where AI goes to separate your claims from real user experience.<\/p>\n And the data shows how influential they are.<\/p>\n According to Semrush\u2019s AI Visibility Index, G2 is the 4th most-cited source for ChatGPT<\/a> and 6th for Google AI Mode across the entire tech and SaaS category.<\/p>\n That tells us that:<\/p>\n What people say about you in these places becomes part of the material the AI uses when describing your brand.<\/p>\n Community conversations are another major source LLMs lean on in SaaS AI search.<\/p>\n They cite from places like:<\/p>\n For example, I asked ChatGPT:<\/p>\n \u201cWhy do people switch from ActiveCampaign to Klaviyo?\u201d<\/em><\/p>\n ChatGPT cited two Reddit threads in its answer.<\/p>\n That\u2019s why your presence in these community spaces matters.<\/p>\n Not in a \u201cgo spam Reddit\u201d way.<\/p>\n But in a \u201cbe part of the conversations that shape how people talk about your product\u201d way.<\/p>\n Because those public, unscripted conversations can become part of your brand\u2019s source of truth inside LLMs.<\/p>\n Best-of listicles and tool roundups give LLMs structured, pre-sorted information that they can easily digest.<\/p>\n These articles hand the AI a ready-made map of a category, including:<\/p>\n The AI regularly pulls from a mix of major publishers, niche SaaS blogs, and established industry media.<\/p>\n For example, when I asked for the top AI SEO tools<\/a>, Google AI Mode\u2019s citations included a bunch of best lists.<\/p>\n Every roundup, comparison post, or \u201cbest tools for X\u201d mention becomes one more anchor AI tools can grab when they\u2019re trying to answer a question about your category.<\/p>\n AI also uses your product documentation to understand how your product works: what it does, who it\u2019s for, and what its technical capabilities are.<\/p>\n For example, when I asked Google AI Mode, \u201cIs Semrush good for enterprise?\u201d the model pulled from several Semrush-owned pages:<\/p>\n Together, those pages gave the model context to understand Semrush\u2019s enterprise offering.<\/p>\n One more thing:<\/p>\n Make sure your content is well-structured, clear, and complete.<\/p>\n If it\u2019s vague or lacks key details, the AI might look elsewhere to fill the gaps.<\/p>\n The Semrush study shows this clearly with pricing.<\/p>\n When SaaS brands don\u2019t publish transparent pricing, AI models fill the blanks using community speculation. This speculation is often tied to negative sentiment.<\/p>\n So, how do you structure your content for better AI visibility?<\/p>\n Use:<\/p>\n Want the full breakdown? Our article on how to rank in AI search<\/a> walks you through the full process.<\/p>\n Text may fuel most AI answers, but video (especially YouTube) has become a meaningful signal, too.<\/p>\n In fact, YouTube is the 10th most-cited source in Google AI Mode for SaaS-related prompts.<\/p>\n This means AI isn\u2019t just reading the web. It\u2019s also learning from what people show and say on camera.<\/p>\n For SaaS brands, that\u2019s a real visibility lever.<\/p>\n If your product appears in YouTube reviews, tutorials, comparisons, or walkthroughs, the AI can pull those details straight into its explanations.<\/p>\n For example, when I asked Google AI Mode whether the paid version of HubSpot is worth it, one of the citations was a YouTube review.<\/p>\n If you don\u2019t have a YouTube presence yet, it\u2019s worth planning for.<\/p>\n Start by getting your product included in other creators\u2019 reviews and tutorials.<\/p>\n Then build out your own YouTube channel<\/a> to control the narrative long-term.<\/p>\n\n
The 3 Types of AI Visibility for SaaS Brands<\/h2>\n
\n
![\"Three](\"https:\/\/api.backlinko.com\/app\/uploads\/2025\/11\/three-types-of-ai-visibility-for-saas.webp "\\"Three")
<\/picture><\/figure>\nType 1: Brand Mentions<\/h3>\n
![\"ChatGPT](\"https:\/\/api.backlinko.com\/app\/uploads\/2025\/11\/chatgpt-remote-team-aligned-on-projects.webp "\\"ChatGPT")
<\/picture><\/figure>\n![\"ChatGPT](\"https:\/\/api.backlinko.com\/app\/uploads\/2025\/11\/chatgpt-summarized-reddits-discussions.webp "\\"ChatGPT")
<\/picture><\/figure>\n![\"AI](\"https:\/\/api.backlinko.com\/app\/uploads\/2025\/11\/ai-visibility-perception-gong-key-sentiment-drivers.webp "\\"AI")
<\/picture><\/figure>\nType 2: Citations<\/h3>\n
![\"AI](\"https:\/\/api.backlinko.com\/app\/uploads\/2025\/11\/ai-mode-omnisend-vs-mailchimp.webp "\\"AI")
<\/picture><\/figure>\n![\"ChatGPT](\"https:\/\/api.backlinko.com\/app\/uploads\/2025\/11\/chatgpt-omnisend-vs-mailchimp-links.webp "\\"ChatGPT")
<\/picture><\/figure>\n![\"The](\"https:\/\/api.backlinko.com\/app\/uploads\/2025\/11\/the-zapier-paradox-authority-vs-mentions.webp "\\"The")
<\/picture><\/figure>\nType 3: Product Recommendations<\/h3>\n
\n
![\"ChatGPT](\"https:\/\/api.backlinko.com\/app\/uploads\/2025\/11\/chatgpt-top-crm-options-for-small-businesses.webp "\\"ChatGPT")
<\/picture><\/figure>\n![\"ChatGPT](\"https:\/\/api.backlinko.com\/app\/uploads\/2025\/11\/chatgpt-recommendation.webp "\\"ChatGPT")
<\/picture><\/figure>\nHow AI Models Choose Which SaaS Brands to Surface<\/h2>\n
Consensus<\/h3>\n
\n
![\"Building](\"https:\/\/api.backlinko.com\/app\/uploads\/2025\/11\/building-authority-for-your-ecommerce-brand.webp "\\"Building")
<\/picture><\/figure>\n![\"Asana](\"https:\/\/api.backlinko.com\/app\/uploads\/2025\/11\/asana-collage.webp "\\"Asana")
<\/picture><\/figure>\nConsistency<\/h3>\n
\n
![\"Three](\"https:\/\/api.backlinko.com\/app\/uploads\/2025\/11\/three-pillars-of-data-hygiene-for-ecommerce-1.webp "\\"Three")
<\/picture><\/figure>\nThe Content That Dominates SaaS AI Search<\/h2>\n
Review Platforms<\/h3>\n
![\"Google](\"https:\/\/api.backlinko.com\/app\/uploads\/2025\/11\/google-ai-mode-is-jobber-goog-for-plumbers.webp "\\"Google")
<\/picture><\/figure>\n\n
![\"Top](\"https:\/\/api.backlinko.com\/app\/uploads\/2025\/11\/top-sources-digital-technology-and-software.webp "\\"Top")
<\/picture><\/figure>\n\n
Community & User-Generated Content (UGC)<\/h3>\n
\n
![\"ChatGPT](\"https:\/\/api.backlinko.com\/app\/uploads\/2025\/11\/chatgpt-reddit-citations.webp "\\"ChatGPT")
<\/picture><\/figure>\nBest-Of Listicles & Tool Roundups<\/h3>\n
\n
![\"Google](\"https:\/\/api.backlinko.com\/app\/uploads\/2025\/11\/google-ai-mode-top-ai-seo-tools.webp "\\"Google")
<\/picture><\/figure>\nDocumentation & Product Knowledge Bases<\/h3>\n
\n
![\"Google](\"https:\/\/api.backlinko.com\/app\/uploads\/2025\/11\/google-ai-mode-is-semrush-good-for-enterprise.webp "\\"Google")
<\/picture><\/figure>\n\n
![\"Non-Sematic](\"https:\/\/api.backlinko.com\/app\/uploads\/2025\/11\/non-sematic-and-sematic-html.webp "\\"Non-Sematic")
<\/picture><\/figure>\nVideo Content<\/h3>\n
![\"Top](\"https:\/\/api.backlinko.com\/app\/uploads\/2025\/11\/top-referring-domains-in-google-ai-mode.webp "\\"Top")
<\/picture><\/figure>\n![\"Google](\"https:\/\/api.backlinko.com\/app\/uploads\/2025\/11\/google-ai-mode-is-hubspot-worth-it.webp "\\"Google")
<\/picture><\/figure>\n