... brand can appear frequently in AI-generated answers, but the context of those mentions matters. For example, ChatGPT might recommend a company as the best fit for small businesses, mention

... ChatGPT, Perplexity, or Gemini recommends you when someone asks for the best tools in your category. Build a list of 30 50 prompts your potential customers might actually use. For example: What's the best [category] tool for startups? [Competitor A] vs

... distinctions we're exploring with ReSO AI as we help teams understand their visibility across AI-generated answers. If you were measuring your brand's AI visibility, would you care more about how often you're mentioned or how often you're actually recommended? Comment from Mohit Gupta(@mohit_gupta138): @lancelot_d_souza1  A fine point Lancelot. So how we have approached this is, we have tightened the framing/intent of the prompt so that the mentions

... brands can offer similar products, target the same audience, and have equally strong websites, yet one consistently appears in AI-generated recommendations while the other barely gets mentioned. We've been exploring how factors beyond a brand's own website, including third-party mentions

... your category. If you're not in the answer the reason is likely not your product. Surfer put out a study in September. They went through 289,105 pages that AI answers cite. The more of those pages mention a brand the higher it sits in the answer. ChatGPT showed this the strongest. And the mentions

... Every SEO/marketing tool I look at lately has bolted on some version of "AI visibility tracking" How often your brand gets mentioned in ChatGPT, Perplexity, Google AI Overviews, etc. The pitch is basically: rankings are dying, AI mentions

... Apple's own support pages. Apple In-App Purchase: 26%, or 15% if you're in the Small Business Program, the Mini Apps or Video Partner Programs, or on an auto-renewable subscription after the subscriber's first year. Alternative payment processing inside your app: 20%, or 10% for those same groups. Out-of-app offers with an actionable link: a 15% store services commission, or 10% for those groups, on anything bought within 7 days of the tap. Apps ... ... distributed outside the App Store entirely - an alternative

... have been testing how different products show up in AI answers and noticed that getting mentioned doesn't always mean much. A product might be listed alongside several competitors

... progress tracking as bulk PDF uploads. Drag and drop to add content On your main library page, you can drop PDFs, images, text files, Markdown files, or a Markdown zip to create a card or start an import. Unlinked mentions On a card's Connections tab, Recall now suggests other cards that mention

... questions for people who are here more than I am. Do you rely on the notification feed at all, or have you built some habit around it? And is there a setting I've missed that makes mentions more reliable? Genuinely possible the answer is that I've had something switched off this whole time. Comment from Alper Tayfur(@alpertayfurr): I wouldn t rely on the notification feed alone if mentions

... keep digging into what actually gets a product mentioned in ChatGPT or Perplexity answers, and the data keeps pointing somewhere that makes me question the whole "GEO/AEO" hype. Ahrefs looked at 75k brands and found branded mentions

... almost 8% higher than last year. But the game has changed. What's Different in 2026 1. Backlinks are a gate, not a dial. A Semrush study of 1,000 domains found that authority score correlated with AI mentions at Pearson 0.65. Raw backlink volume correlated much more weakly. Low-authority domains collect a handful of citations; top-tier domains collect dozens. The relationship is threshold-shaped. 2. The split between SEO and GEO is real. Backlinks influence AI visibility ... ... have improved their rankings. In AI search, nofollow links are often just as important as dofollow links. Image backlinks deserve more attention. Perplexity and ChatGPT Search favor them, and Gemini also shows a noticeable correlation. Listicle placements and brand mentions

... links matter less, while studies measuring AI Overviews or Perplexity find they still matter. The shift in 2026: Backlinks are a gate, not a dial. A Semrush study of 1,000 domains found that authority score correlated with AI mentions at Pearson 0.65. Raw backlink volume correlated much more weakly. The relationship is threshold-shaped. Low-authority domains collect a handful of citations; top-tier domains collect dozens. Brand mentions

... Google still largely shows traditional results. AI search is mostly eating informational traffic, not purchase-intent traffic. Second, the traffic that AI does send is higher quality. ChatGPT-referred visitors spend an average of 15 minutes on a website versus Google-referred visitors at 8 minutes. Sessions from AI referrals grew 527% year over year in the first five months of 2025. Third, only 16% of brands are systematically tracking their performance in AI search. That means 84% of your ... ... competitors

... short call to action at the end, inviting people to join the waitlist. If a LinkedIn post isn't related to the tool, I'll sometimes leave a funny comment underneath it and add a P.S. mentioning my tool. I want to dedicate at least one LinkedIn post per week specifically to the product I'm building. I'd love to hear what has worked for you. Comment from Daniel Zaitzow(@dzaitzow): @suzychase   @pranay19   @oshylabs   @busmark ... ... another scheduling tool": the invite is in the calendar, the agenda is in a doc, notes are somewhere else, and follow-ups live in someone's head. That is a useful topic on its own, so the product mention

... search, backlinks influence visibility differently. They act on the retrieval layer the live search index that grounds AI answers rather than the model's frozen training weights . A domain's Authority Score correlated with AI mentions at Pearson 0.65, according to a Semrush study of 1,000 domains tracked across five AI surfaces . Raw backlink volume correlated far more weakly. Two insights from the data: Backlinks are a gate, not a dial. The relationship between authority and AI visibility ... ... threshold-shaped. Low-authority domains collect a handful of AI mentions

... brought us: 600+ new user registrations 4,400+ unique website visits And then the 20 days after the launch brought even more: 1,925 total new registrations 15,800 website visits 70,100 unique visits across own.page pages 5 mentions in large newsletters For some products, maybe these numbers are normal. For me, they felt huge. Because behind every registration, there is a real person, someone who created a page, someone who gave the product a chance, someone who maybe ... ... own.page for the first time because of that launch. And here is something unexpected. Product Hunt didn t just give us one launch day. It gave us momentum. People discovered the product, shared it, mentioned

... Context Engine for my Models 4. Replicate - Content Generation & Training Image & Video Models 5. Resend - API managed emails Also, recently - its Klipio, My own tool for Static Image ad creatives from competitor ads. Comment from Justin Verlin(@justin_verlin): Claude Code VS

... setup. No explaining. Just do it once. Voice Mode : Talk to NeuralAgent. It talks back. Start tasks with your voice, get responses spoken aloud. No typing required. Parallel Agents : NeuralAgent now spawns multiple agents working simultaneously. Research 30 competitors at once. An hour of work in minutes. Workflows & @ Mentions

... watching. The world is talking about your brand constantly in threads, group chats, comment sections, forums and most founders are completely in the dark until it's already a problem. So we built Monitr. Real-time brand mentions, sentiment tracking, competitor

... Last week, two search engines took very different positions on Generative Engine Optimization. Google (May 15, 2026): GEO is "still SEO." No chunking. No llms.txt. No paid mentions. No special schema. Bing (Fabrice Canel, April 2025): "Traditional SEO practices become obsolete." Bing added GEO to its official guidelines and built a dashboard inside Webmaster Tools to track Copilot citations. At first glance, they seem to contradict each other. They are not. What Google is saying Google is talking about tactics ... ... signals as classic search. Content quality, relevance, authority, trust. The fundamentals have not changed. The quick fixes do not work. Chunking your content into tiny pieces does not help. Adding a llms.txt file does not guarantee citation. Paying for mentions

... layer. When someone asks "what's the best tool for X?" AI gives an answer. And if your product isn't in that answer, you're invisible. The problem? Most solo founders have no idea where (or if) AI mentions their product. The big players have teams monitoring this. We don't. So I built AIRankCite, a tool that scans Reddit, Hacker News, and niche forums to show you exactly where AI is picking up signals about your product, where ... ... your competitors

... nobody was talking about: LLMs don't "rank" pages. They stitch together snippets from sources that often aren't even on page 1 of Google. The #1 lever for AI visibility isn't your website. It's third-party mentions (listicles, Reddit threads, niche blogs, comparison pages). Most "AI SEO tools" tell you your score. None of them close the loop. So we built Wellows to do the three things that actually move the needle: see what AI says about ... ... content it's pulling from, and get you mentioned

... serious bags just to support their idol. The fan culture is just on another level. Comment from Nika(@busmark_w_nika): @justinlee020617  that is build in public but I have seen how many people stopped doing it because competitors copied 1 : 1. Comment from Soham Jain(@soham_jain): I think it's better to build the product first as you can base the brand off of the product. Maybe by linking the brand name to what ... ... LinkedIn and a few other apps pretty hard recently, and while we are seeing some traction, I m curious if there is a better approach. Comment from Habib Ferdous(@habibferdous): The risk with brand-first that people don't mention

... about to buy. So when someone asks an LLM for a tool in your category do you show up? Most founders type their product name into ChatGPT for the first time and feel that quiet panic. Competitors show up. Inferior products show up. They don't. SEO gets you on Google. GEO gets you cited by AI. They're completely different games and most founders don't even know the second one exists yet. Directory presence, brand mentions