Thoughts on AI, brand engagement, and the future of commerce.
Everyone optimizes for ChatGPT. Our server logs say that is the wrong target. Across nearly 19 million verified AI crawler visits, ChatGPT's bot is a distant third. Claude's crawler does about 70% of the reading - roughly seven visits for every one from GPTBot - and Apple's crawler quietly out-reads OpenAI's too. If you only think about one AI, you are probably thinking about the wrong one.
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We expanded our citation research 11-fold: 17,800 real AI answers across hundreds of buying questions, every cited business traced back to its profile. The clearest lesson yet: real-world authority out-predicts on-page polish. The businesses AI names are the ones the web already talks about - and that is something you can build, not something you have to be born with.
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We pulled the businesses AI answer engines actually name in their answers and looked up how each one scores on AI visibility. Companies scoring 6 or higher were about 8 times more likely to be cited than average. And they are not the giants: 72% of them are mid-sized companies that earned it on their own pages, not on fame.
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We count AI crawler visits server-side across millions of business pages, over 15 million visits logged so far. Matched against our directory of 14 million US businesses, the picture is blunt: about 7 in 10 have already been read by an AI crawler. The reading has largely happened. The open question for most businesses is not whether AI will look, it is what the machines understood when they did.
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We took 30,000 businesses that AI crawlers read and 30,000 they skipped, matched them on industry and site age, and measured what actually separates the two groups. The answer lives mostly off the website: domain trust doubles the odds, an active Reddit presence adds half again, a mobile app adds a third. The engines decide whether to visit you based on your footprint. What they understand once they arrive is a different battle, fought on your pages.
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Strip away the tooling and the jargon and an AI engine reading your website is trying to answer three questions: who is this business, what does it offer, and where does it operate. Sites that answer all three in plain machine-readable text get used in answers. Sites that make the machine guess get skipped. After deep-reading 14 million business sites, here is how businesses fail each question, and how to stop.
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When an AI engine answers a question with web search on, it quietly pulls up a set of pages, reads them, and then names only some of them in its answer. Almost nobody records that middle step. We started logging both sides of it, and the first batch of answer runs surfaced 1,537 businesses that were read while an answer was being written and never got mentioned in one. Being on the reading list is not the prize. It is the audition.
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We count every AI crawler visit across millions of business pages, then went looking for what actually predicts whether the bots bother to read you. One signal surprised us and it has nothing to do with your website: businesses with a mobile app were 1.4 times more likely to be read by AI crawlers than near-identical businesses without one. Same industries, same site age. The engines are reading your whole footprint, not just your homepage.
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Most tools that grade a website for AI count tags: does it have schema, does it have a meta description, does it have an llms.txt file. We rebuilt ours to read the way an engine does, parsing the actual words on the page to ask a harder question: can a machine tell who this business is, what it sells, and where it operates? We ran it across 14 million sites. Most of them fail that test, and not for the reason you would guess.
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The 2026 midterms are the first American election where a real share of voters ask ChatGPT, Claude, and Perplexity who is running and who to trust. So we scored every verified candidate website from both parties on how visible it is to those engines. Republicans average 4.3 out of 10. Democrats average 4.4. A statistical tie, and a failing grade for both.
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Everyone talks about AI crawlers like they are one thing. They are not. We count every AI bot visit, server-side, across 12.9 million business pages we operate, and the census surprised us: three quarters of all AI reading comes from a single crawler, Apple quietly out-reads OpenAI three to one, and the bot from the most citation-happy answer engine barely shows up at all.
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The 2026 midterms will be the first American election where a real slice of voters ask ChatGPT, Claude, and Perplexity who is running, who to trust, and how to vote. So we did something nobody has: scored every 2026 federal candidate we could resolve a website for, plus 11,032 live government sites, on how visible and readable they are to AI answer engines. Most of them are not ready.
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Ask ChatGPT, Claude, or Gemini for a recommendation and the same short list of brands comes back, category after category. We spent months scoring 12.8 million websites, mapping billions of public web signals, and verifying 16,757 real AI recommendations to crack why. The answer: seven scores, two sides, one system. Half of it we can fix for you today. The other half you have to earn, and for the first time, data can tell you exactly where your effort pays off most.
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Search is moving from Google's ten blue links to a single AI answer. So we asked a simple question at scale: when ChatGPT, Claude, or Gemini writes that answer, whose website can it actually read? We scored 11.7 million US business sites to find out. The average is 4.53 out of 10, only 3% are AI-ready, and just 27 sites scored a perfect 10.
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GPTBot, ClaudeBot, and PerplexityBot don't run JavaScript, so Google Analytics never sees them. But what they read on your site decides whether ChatGPT recommends you or your competitor. We just crossed 10 million US brands scored for AI visibility, and we made the tools to see this problem free: your score, a fix kit, and live AI bot monitoring.
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We scored 1.7 million business websites for AI visibility. The median came back at 4 out of 10. Most of the brands we audit have never heard of AEO and have no idea where they sit on the curve. The cost of not knowing has gotten higher this year, and is going to get higher next year. Here is what the data looks like.
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441 teams across the NBA, NFL, MLB, NHL, Premier League, La Liga, Serie A, F1, IPL, AFL, NCAA D1, and global esports. The top AEO score in the dataset is 6/10. The NBA caps at 5. Eight NBA teams literally do not have their own website.
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AI engines are answering the questions your customers are asking right now. Most small business websites are completely invisible to them - and the fix is simpler than you think.
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Every brand's website leads with features and pricing before anyone has said a word. That disconnect is costing brands sales every single day.
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70% of fashion returns happen because of fit and style mismatches that could have been resolved with one conversation. AI is changing that.
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68% of consumers read ingredient lists before buying food and beverage products. Most brands let that moment of curiosity disappear in silence.
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Every year, $4.6 trillion worth of products get added to carts and never purchased. The fix isn't more ads. It's answering the question that was blocking the sale.
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Home and living purchases carry higher stakes than almost any other category. Customers spend weeks deciding - and most brands leave them alone during that entire process.
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60% of beauty purchases start with a compatibility question. Most brands let that question go unanswered and lose the sale.
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Tech buyers visit an average of 6+ websites before purchasing. The brand that answers their questions fastest wins the sale.
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The pet industry hit $147 billion in 2023. Pet owners are intensely loyal - but only to brands that prove they understand their animal as well as they do.
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New parents spend an average of 7 hours researching baby products before a first purchase. The brand that answers their safety questions becomes the brand they trust for years.
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Sports and outdoor enthusiasts are the most specifications-driven shoppers in e-commerce. Getting the wrong gear isn't just a return - it's a ruined season.
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73% of health supplement buyers research ingredients before purchasing. In health and wellness, the brand that answers questions honestly wins customers for life.
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One in three gifts gets returned. Gift shoppers are time-pressured, uncertain, and desperate for someone to help them make the right call. AI can be that guide.
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Nonprofit websites answer every question except the one a first-time donor is actually asking. AI is changing that - and it's more accessible than most organizations realize.
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Learn the proven strategies to boost your brand's AI visibility and earn citations from major AI models. Master Answer Engine Optimization today.
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AI can't mention what it can't understand. Learn how entity clarity makes your business citable in ChatGPT, Gemini, and Claude.
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Learn what Google AI Overviews are, why they matter for your brand, and the exact strategies to earn featured positions in AI-generated answers.
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AI models like ChatGPT don't cite brands randomly. Learn the exact factors that determine if your company shows up in AI answers.
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They're not smarter. They're just visible to AI. Learn what AI visibility actually requires.
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AI engines ignore most FAQ pages. The ones that get cited follow a specific pattern. Learn what it is.
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Perplexity doesn't cite randomly. Here's what separates sources that show up in AI answers from those that disappear.
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AI is answering customer questions before they visit your website. Here's exactly what you need to do to show up.
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Most brands accidentally lock AI crawlers out of their site. A single robots.txt rule is killing your AEO strategy.
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llms.txt tells AI models what to know about your brand. Without it, you're invisible in ChatGPT, Gemini, and Claude.
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ChatGPT can't find what it doesn't know about. Your brand's invisibility in AI answers isn't an accident - it's a strategy problem.
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Schema markup isn't optional anymore. AI models use it to understand your business. Here's what actually matters.
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AI is eating search. Small businesses that ignore AI visibility will get left behind. Here's the playbook to compete.
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AI is answering questions now. AEO is how you get your brand into those answers. Here's what you need to know.
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AI models can't read your website the way humans do. JSON-LD is the language they understand. Here's how to use it to show up in ChatGPT, Gemini, and Claude.
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AI systems don't trust brands the way search engines do. Here's what signals actually move the needle for GEO and AI citations.
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SEO got you traffic from Google. AEO gets you cited in ChatGPT, Gemini, and Claude. Here's why you need both in 2026.
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Your brand might be invisible to AI. Here's how to run the test yourself, and why it matters.
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AI models train on fresh data. Press releases are fresh data. Here's how to weaponize them for AI visibility.
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Every day, millions of buying decisions start with a question to ChatGPT. If you're not the answer, someone else is.
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SEO and AEO are different games. The tactics that get you to page one on Google can actually hurt you in ChatGPT. Nobody in the SEO industry is telling you this.
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ChatGPT has a version of your company in its head. It might be wrong. And every customer who asks is getting that version instead of yours.
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AI doesn't spread citations evenly. It concentrates them. A handful of brands dominate every category -- and they all have one thing in common.
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AI Overviews don't link to your site. They answer the question instead. Clicks that used to be yours are now zero-click answers -- and it's accelerating.
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The About page is the single most important AEO page on your site. Most brands treat it like an afterthought -- and pay for it in AI invisibility.
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You've spent years earning great reviews. ChatGPT can't read most of them. The fix takes about an hour.
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AI doesn't reconsider its recommendations every day. It learns, then it repeats. If you're not in the answer right now, getting in later is harder than you think.
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Perplexity shows citations front and center. If you're not cited, you're invisible to the users who are most likely to buy. Here's what's blocking you.
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Most customers never reach your site anymore. They get their answer from an AI. The brands that understand this are building for a world where the first impression isn't a landing page.
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Not a redesign. Not a new content strategy. Five targeted technical changes that took less than a week to implement.
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It's not an algorithm update. It's not a manual action. It's structural -- and most brands are triggering it without knowing it exists.
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AI engines hate vague marketing speak. Here's how to write a description that gets cited instead of ignored.
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Google AI Overviews are live. Most brands aren't showing up. The fix isn't complicated—but you need to know what Google's actually looking for.
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