[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"blog-post-ai-assistants-cite-brand-sites-product-pages-for-shopping-questions":3},{"slug":4,"title":5,"body":6,"summary":7,"tags":8,"author":14,"cover_url":15,"published_at":16,"seo_title":17,"seo_description":18,"reading_minutes":19,"related":20},"ai-assistants-cite-brand-sites-product-pages-for-shopping-questions","AI assistants cite brand sites 65% of the time and marketplaces 3%: what a small store's product pages need for shopping questions","\u003Cp>When someone asks ChatGPT or Google's AI Mode for \"the best waterproof dog coat for a small breed\", the answer links to sources. The question for a small shop is simple: is your site one of them, or is it all Amazon and Reddit?\u003C\u002Fp>\n\u003Cfigure data-post-media=\"6ac7244bdf0d655df5055b3b\">\u003Cvideo src=\"https:\u002F\u002Fmedia.stufio.com\u002Fmedia\u002Fasyncshop\u002Fmediagen\u002F6a\u002F6ac7244cdf0d655df5055b41-0-f8db4b0e.mp4\" autoplay muted loop playsinline preload=\"metadata\">\u003C\u002Fvideo>\u003C\u002Ffigure>\n\u003Cp>LLM Pulse, a company that tracks brand visibility in AI answers, published one of the larger counts so far. It looked at 391,073 citations in answers to 1,468 non-branded shopping questions (\"best X\", \"where to buy Y\", \"top X for Z\") asked between 12 April and 11 July 2026, across ChatGPT, Google AI Mode, Google AI Overviews, Gemini and Perplexity. Two numbers stand out. Brand, manufacturer and long-tail sites took 64.7% of the citations. Major retailers and marketplaces took 2.9%.\u003C\u002Fp>\n\u003Ch2>Who gets cited\u003C\u002Fh2>\n\u003Cp>Here is the full split by source type. Note how small the big-retailer slice is next to Reddit and YouTube. The study counts 40,678 citations for those two against 11,308 for every big-box retailer combined.\u003C\u002Fp>\n\u003Cfigure data-post-media=\"6ac71f7edf0d655df50559ae\">\u003Cimg src=\"https:\u002F\u002Fmedia.stufio.com\u002Fmedia\u002Fasyncshop\u002Fmediagen\u002F6a\u002F6ac71f7edf0d655df50559b3-0-86350bc3.png\" alt=\"AI assistants are increasingly citing independent brand sites over giant marketplaces.\" loading=\"lazy\">\u003Cfigcaption>AI assistants are increasingly citing independent brand sites over giant marketplaces.\u003C\u002Ffigcaption>\u003C\u002Ffigure>\n\u003Cfigure data-chart='{\"type\":\"hbar\",\"title\":\"Share of citations in AI answers to shopping questions, by source type\",\"unit\":\"%\",\"labels\":[\"Brand, manufacturer and long-tail sites\",\"Google properties\",\"Reddit and YouTube\",\"Review and editorial media\",\"App stores\",\"Major retailers and marketplaces\"],\"series\":[{\"name\":\"Share of 391,073 citations\",\"values\":[64.7,11.3,10.4,7.4,3.3,2.9]}],\"source\":{\"label\":\"LLM Pulse, Where AI sends shoppers, Aug 2026\",\"url\":\"https:\u002F\u002Fllmpulse.ai\u002Fblog\u002Fwhere-ai-sends-shoppers\u002F\"}}'>\u003Cfigcaption>Share of citations in AI answers to shopping questions, by source type: brand and long-tail sites 64.7%, major retailers 2.9% (source: LLM Pulse)\u003C\u002Ffigcaption>\u003C\u002Ffigure>\n\u003Cp>The assistants differ a lot. ChatGPT cites big retailers most often, and Gemini hardly at all:\u003C\u002Fp>\n\u003Cfigure data-chart='{\"type\":\"bar\",\"title\":\"Share of citations going to major retailers, by AI assistant\",\"unit\":\"%\",\"labels\":[\"ChatGPT\",\"Perplexity\",\"Google AI Mode\",\"Google AI Overviews\",\"Gemini\"],\"series\":[{\"name\":\"Retailer share\",\"values\":[6.05,3.73,2.14,1.92,0.92]}],\"source\":{\"label\":\"LLM Pulse, Where AI sends shoppers, Aug 2026\",\"url\":\"https:\u002F\u002Fllmpulse.ai\u002Fblog\u002Fwhere-ai-sends-shoppers\u002F\"}}'>\u003Cfigcaption>Share of citations going to major retailers, by AI assistant: ChatGPT 6.05%, Gemini 0.92% (source: LLM Pulse)\u003C\u002Ffigcaption>\u003C\u002Ffigure>\n\u003Ch2>Read it with the limits in mind\u003C\u002Fh2>\n\u003Cp>This is useful, but it is one company's sample, and the authors say so. The questions are weighted toward the categories their monitored brands sell in. It is a sample of tracked queries, not a census of US shopping questions. Two details of the method matter for a small shop:\u003C\u002Fp>\n\u003Cul>\n\u003Cli>\u003Cstrong>Brand self-citations were excluded.\u003C\u002Fstrong> When the question names a brand and the answer cites that brand's site, it was not counted. The 64.7% comes from non-branded questions, which is the situation you care about: a shopper who does not know you yet.\u003C\u002Fli>\n\u003Cli>\u003Cstrong>\"Long-tail\" is in the big bucket.\u003C\u002Fstrong> The 64.7% mixes big manufacturers with small independent sites. The study does not say how much of it goes to stores your size, so do not read it as \"small shops get two thirds of the traffic\".\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Cp>The honest takeaway: in these answers, the assistants mostly quote the people who make or sell the thing on their own site, plus Reddit and YouTube, and rarely the marketplace listing. Your own product pages are in the running. A marketplace listing alone will rarely get you named.\u003C\u002Fp>\n\u003Ch2>What your product pages need\u003C\u002Fh2>\n\u003Cp>The study counts citations. It does not test which page features earn them. So treat the list below as the basics that make a page usable as a source, not as a guaranteed ranking recipe.\u003C\u002Fp>\n\u003Cfigure data-post-media=\"6ac71f7edf0d655df50559b8\">\u003Cimg src=\"https:\u002F\u002Fmedia.stufio.com\u002Fmedia\u002Fasyncshop\u002Fmediagen\u002F6a\u002F6ac71f7edf0d655df50559bd-0-1d907307.png\" alt=\"Specific, verifiable facts are more likely to be cited by AI than generic adjectives.\" loading=\"lazy\">\u003Cfigcaption>Specific, verifiable facts are more likely to be cited by AI than generic adjectives.\u003C\u002Ffigcaption>\u003C\u002Ffigure>\n\u003Col>\n\u003Cli>\u003Cstrong>Answer the question the shopper asked.\u003C\u002Fstrong> \"Best coat for a small breed\" needs sizes by breed or chest measurement, not just S\u002FM\u002FL. Put the deciding facts in plain text near the top: what it is for, who it suits, who it does not, sizes, materials, care.\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Write comparison facts, not adjectives.\u003C\u002Fstrong> \"Seams taped, tested in two hours of rain\" can be quoted. \"Premium quality\" cannot. If you ran a test yourself, say how.\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Keep price and stock visible and correct.\u003C\u002Fstrong> An answer that says \"in stock, $49\" and lands on a sold-out page costs you the sale and the trust.\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Add product structured data.\u003C\u002Fstrong> Most shop platforms already output it. Check that yours includes price, currency and availability. Paste a product URL into Google's Rich Results Test to see what it reads.\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Make sure the text is in the HTML.\u003C\u002Fstrong> If sizes and descriptions only appear after a script runs, some crawlers will not see them. View the page source and search for your size table.\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Write one honest buying guide per category.\u003C\u002Fstrong> A page such as \"How to choose a dog raincoat\" answers the \"best X for Y\" question directly, and can link to your products where they fit.\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Do not block the search crawlers you want quoting you.\u003C\u002Fstrong> Check robots.txt for the bots behind the assistants in the study.\u003C\u002Fli>\n\u003C\u002Fol>\n\u003Cp>A robots.txt that allows the search crawlers for ChatGPT, Perplexity and Google looks like this (if your file already has a blanket \u003Ccode>Disallow: \u002F\u003C\u002Fcode> for unknown bots, these explicit groups are what lets them in):\u003C\u002Fp>\n\u003Cpre class=\"code-block\">\u003Ccode class=\"hljs\">User-agent: OAI-SearchBot\nAllow: \u002F\n\nUser-agent: PerplexityBot\nAllow: \u002F\n\nUser-agent: Googlebot\nAllow: \u002F\n\nSitemap: https:\u002F\u002Fexample-shop.com\u002Fsitemap.xml\n\u003C\u002Fcode>\u003C\u002Fpre>\n\u003Cp>And a minimal product block, if your platform does not output one, goes in the page's \u003Ccode><head>\u003C\u002Fcode>:\u003C\u002Fp>\n\u003Cpre class=\"code-block\" data-lang=\"html\">\u003Ccode class=\"hljs language-xml\">\u003Cspan class=\"hljs-tag\"><\u003Cspan class=\"hljs-name\">script\u003C\u002Fspan> \u003Cspan class=\"hljs-attr\">type\u003C\u002Fspan>=\u003Cspan class=\"hljs-string\">"application\u002Fld+json"\u003C\u002Fspan>>\u003C\u002Fspan>\u003Cspan class=\"language-javascript\">\n{\n  \u003Cspan class=\"hljs-string\">"@context"\u003C\u002Fspan>: \u003Cspan class=\"hljs-string\">"https:\u002F\u002Fschema.org"\u003C\u002Fspan>,\n  \u003Cspan class=\"hljs-string\">"@type"\u003C\u002Fspan>: \u003Cspan class=\"hljs-string\">"Product"\u003C\u002Fspan>,\n  \u003Cspan class=\"hljs-string\">"name"\u003C\u002Fspan>: \u003Cspan class=\"hljs-string\">"Packable dog raincoat, small breeds"\u003C\u002Fspan>,\n  \u003Cspan class=\"hljs-string\">"description"\u003C\u002Fspan>: \u003Cspan class=\"hljs-string\">"Taped seams, reflective trim, sizes by chest measurement from 30 to 50 cm."\u003C\u002Fspan>,\n  \u003Cspan class=\"hljs-string\">"sku"\u003C\u002Fspan>: \u003Cspan class=\"hljs-string\">"RC-SM-01"\u003C\u002Fspan>,\n  \u003Cspan class=\"hljs-string\">"brand"\u003C\u002Fspan>: {\u003Cspan class=\"hljs-string\">"@type"\u003C\u002Fspan>: \u003Cspan class=\"hljs-string\">"Brand"\u003C\u002Fspan>, \u003Cspan class=\"hljs-string\">"name"\u003C\u002Fspan>: \u003Cspan class=\"hljs-string\">"Example Shop"\u003C\u002Fspan>},\n  \u003Cspan class=\"hljs-string\">"offers"\u003C\u002Fspan>: {\n    \u003Cspan class=\"hljs-string\">"@type"\u003C\u002Fspan>: \u003Cspan class=\"hljs-string\">"Offer"\u003C\u002Fspan>,\n    \u003Cspan class=\"hljs-string\">"price"\u003C\u002Fspan>: \u003Cspan class=\"hljs-string\">"49.00"\u003C\u002Fspan>,\n    \u003Cspan class=\"hljs-string\">"priceCurrency"\u003C\u002Fspan>: \u003Cspan class=\"hljs-string\">"USD"\u003C\u002Fspan>,\n    \u003Cspan class=\"hljs-string\">"availability"\u003C\u002Fspan>: \u003Cspan class=\"hljs-string\">"https:\u002F\u002Fschema.org\u002FInStock"\u003C\u002Fspan>,\n    \u003Cspan class=\"hljs-string\">"url"\u003C\u002Fspan>: \u003Cspan class=\"hljs-string\">"https:\u002F\u002Fexample-shop.com\u002Fproducts\u002Fdog-raincoat-small"\u003C\u002Fspan>\n  }\n}\n\u003C\u002Fspan>\u003Cspan class=\"hljs-tag\"><\u002F\u003Cspan class=\"hljs-name\">script\u003C\u002Fspan>>\u003C\u002Fspan>\n\u003C\u002Fcode>\u003C\u002Fpre>\n\u003Ch2>Reddit and YouTube: worth showing up, not worth faking\u003C\u002Fh2>\n\u003Cp>Reddit and YouTube together took 10.4% of citations, more than every big retailer combined. If customers already talk about your products there, that helps. Faking it does not: planted posts get removed and remembered. The cheap, honest version is a short video of the product in use on your own channel, and answering questions in threads where you are genuinely the maker (say so).\u003C\u002Fp>\n\u003Ch2>A 30-minute check for this week\u003C\u002Fh2>\n\u003Cfigure data-post-media=\"6ac71f7edf0d655df50559c2\">\u003Cimg src=\"https:\u002F\u002Fmedia.stufio.com\u002Fmedia\u002Fasyncshop\u002Fmediagen\u002F6a\u002F6ac71f7edf0d655df50559c7-0-e783190d.png\" alt=\"A simple weekly routine can help you track your visibility in AI answers.\" loading=\"lazy\">\u003Cfigcaption>A simple weekly routine can help you track your visibility in AI answers.\u003C\u002Ffigcaption>\u003C\u002Ffigure>\n\u003Cul>\n\u003Cli>Ask ChatGPT, Perplexity and Google AI Mode three non-branded questions your customers would ask. Write down who gets cited.\u003C\u002Fli>\n\u003Cli>Open your best-selling product page and check: deciding facts in plain text, price and stock correct, structured data present.\u003C\u002Fli>\n\u003Cli>Open \u003Ccode>\u002Frobots.txt\u003C\u002Fcode> and confirm you are not blocking the search crawlers above.\u003C\u002Fli>\n\u003Cli>Repeat the three questions in a month. Without a tracking tool, that is the only measurement you have, so keep the notes.\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2>Sources\u003C\u002Fh2>\n\u003Cul>\n\u003Cli>\u003Ca href=\"https:\u002F\u002Fllmpulse.ai\u002Fblog\u002Fwhere-ai-sends-shoppers\u002F\">LLM Pulse: Where AI sends shoppers (Esteve Castells, Aug 2026), with method, source-type split and per-assistant retailer shares\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"https:\u002F\u002Fx.com\u002Falexgroberman\u002Fstatus\u002F2107813388076343447\">Alex Groberman on X, discussing the study\u003C\u002Fa>\u003C\u002Fli>\n\u003C\u002Ful>","LLM Pulse counted 391,073 citations in AI answers to shopping questions: brand and independent sites got 64.7%, big retailers and marketplaces 2.9%. What that means for a small shop, and the product-page basics to check this week.",[9,10,11,12,13],"ai-search","product-pages","ecommerce","seo","ai-assisted","Async.Shop","https:\u002F\u002Fmedia.stufio.com\u002Fmedia\u002Fasyncshop\u002Fmediagen\u002F6a\u002F6ac71f7cdf0d655df50559a8-0-e686c8c2.png","2026-10-08T06:26:10.799Z","AI assistants cite brand sites 65%, marketplaces 3%","LLM Pulse counted 391,073 AI shopping citations: brand and long-tail sites 64.7%, big retailers 2.9%. What a small store's product pages need.",5,[21,33,43],{"slug":22,"title":23,"type":24,"summary":25,"tags":26,"author":14,"cover_url":30,"published_at":31,"updated_at":32},"shop-your-own-store-like-an-ai-agent-pre-black-friday-test-script","Shop your own store the way an AI agent would: a pre-Black-Friday test script","blog","Ask ChatGPT, Claude and Copilot your customers' top questions about your shop, log every wrong or missing answer, and fix the source before Black Friday.",[11,27,28,29,13],"shopify","ai-agents","black-friday","https:\u002F\u002Fmedia.stufio.com\u002Fmedia\u002Fasyncshop\u002Fmediagen\u002F6a\u002F6ae48cd437fa83c1536d8c1a-0-09c57ab4.png","2026-10-31T04:02:11.962Z","2026-10-31T04:02:11.963Z",{"slug":34,"title":35,"type":24,"summary":36,"tags":37,"author":14,"cover_url":41,"published_at":42,"updated_at":42},"shopify-mcp-servers-shopper-ai-what-to-check","What Shopify's MCP servers let a shopper's AI do in your store, and what to check first","Shopify's docs now split what a shopper's AI assistant can do in your store across several servers. A plain-language map of what each exposes, what the docs leave unsaid, and which policy pages to tidy before an assistant reads them aloud.",[27,38,39,40,13],"ai-shopping-agents","mcp","store-policies","https:\u002F\u002Fmedia.stufio.com\u002Fmedia\u002Fasyncshop\u002Fmediagen\u002F6a\u002F6ae1ba761edd7a39ec513077-0-3172c55c.png","2026-10-29T03:19:16.591Z",{"slug":44,"title":45,"type":24,"summary":46,"tags":47,"author":14,"cover_url":52,"published_at":53,"updated_at":54},"etsy-bans-ai-patterns-recipes-what-sellers-must-change","Etsy now bans AI-made patterns, recipes and instructions: what pattern and printable sellers must change, and what AI use is still allowed","On 22 October Etsy banned AI-generated patterns, recipes and instructions, banned bot-made listings and asked for one unedited photo of the real item. A checklist for pattern, recipe and printable sellers: what is at risk, what to fix first, and what AI use is still fine.",[48,49,50,51,13],"etsy","marketplace-policy","digital-products","product-photos","https:\u002F\u002Fmedia.stufio.com\u002Fmedia\u002Fasyncshop\u002Fmediagen\u002F6a\u002F6ae038cf1edd7a39ec50fa8a-0-03819514.png","2026-10-27T07:25:13.068Z","2026-10-27T07:25:13.069Z"]