... 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_resollm): @nabeel_cheema070795  This is governed by the prompt structure language. If the prompt is in the shape of "Best of .." typically the mention

... getting placed in listicles, roundups and comparison pages. finding the pages, digging up who maintains each one, personalized pitches, follow ups, tracking who answered and who actually placed you. asking because clients started raising the "why doesnt ChatGPT mention us" question, and the answer mostly runs through exactly these pages. AI answers cite listicles and roundups far more than homepages. so whats your stack? one tool that covers the whole flow, a mix of prospecting and email tools ... ... great flip. in dev niches the gatekeeper is a maintainer or a build check, so prospecting and follow ups mostly vanish. ive been through the MCP directory circuit and it matched your experience exactly. the verification gap you mention

... 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

... What tools are you using for competitor research across conferences (event marketing), paid, influencers, AI SEO, social and content? I want to do a deep dive into how our competitors

... 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

... week we ran our own brand through it and caught something uncomfortable. Search "brandscope ai": Google shows us #1 organic. But Google's AI Overview describes a different company with a similar name ( wowai.ch ). And there's a direct competitor using nearly our exact domain ( brandscopeai.com ). Three companies, two named BrandScope, all competing for one AI identity. This isn't an edge case name collisions are the #1 thing we see when brands run their first scan. Powsight gets confused ... ... with PowerSight. A brand with a common name finds AI quoting the other company's site. "Mentioned

... 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

... share what's in it. The part I'm most excited about is the AI Visibility feature. Since search is shifting toward AI answer engines rather than just Google, I built a 6-tab dashboard (Summary, Questions, AI Responses, Competitors, Recommendations, History) that tracks how often a brand gets mentioned

... 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 Satchmo Saunders(@satchmo_saunders): @alpertayfurr  Agreed on the inbox framing, that's the right shape for it. What I can't work ... ... follow a pattern I can filter for. On this thread I got a notification that you upvoted, but nothing when you commented. The post shows three upvotes and I've had two notifications for them. So it isn't mentions

... people told me the same feature surprised them. So I'm rebuilding it around that instead of guessing. Quick update on FounderMind AI. Since the last launch thread, two separate people mentioned the same thing without prompting: the competitor

... 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

... things that worked surprisingly well for my Chrome extension (a LinkedIn activity tracker that alerts you before you hit LinkedIn's limits and trigger account restrictions). 1. I talked about it constantly on Product Hunt before launch. I kept mentioning that I was building it and shared a waitlist to build anticipation. 2. After launch, I reached out to people on LinkedIn via DMs. I asked whether they knew anyone struggling with LinkedIn account restrictions. Many introduced me to people ... ... much stronger than the founder simply listing features. 4.Then comes the post-launch phase. I d use the launch results as a reason to appear on podcasts, join more Spaces, contact relevant newsletters , and pitch both paid and organic mentions

... paid conversion. 25%+ with PQL. Webinars (live): 22-33% CTA conversion. High-engagement webinars hit up to 69%. AI search (GEO/AEO): 4-5x higher conversion than traditional organic. One B2B study found AI-referred traffic converted at 7.12% vs 1.37% for organic. Another found 14.2% for AI traffic. Quora: 2-5% conversion. 35% of B2B decision-makers answer questions on Quora. Reddit: 0.3-1.5% post-to-customer conversion in fit subreddits. CPC of $0.50-$2.00 vs

... 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

... following to bring to a launch. Comment from Ozan(@ozandag): @busmark_w_nika   My comment was around the point that the product / landing page / UX has settled a bit. Comment from Ozan(@ozandag): Some people have mentioned they'd launch as soon as it has a clear idea and a landing page, but I have to disagree with that. Product Hunt is a unique site in a few ways. 1. It's a big discoverability boost (you want people ... ... goal: if you want raw eyeballs go Tue-Thu, but for a badge/ranking with a modest following a weekend can punch above its weight. Comment from Sabber Ahamed(@sabber_ahamed): @busmark_w_nika   @abdullah_javaid3  the invitation vs

... 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 Giovambattista Fazioli(@gfazioli): hey nika, this hits home. i build ... ... selling. You stop sounding salesy because you've actually stopped selling in public. The ask still exists; it just waits to be walked toward instead of chasing. Two of your tactics I'd gently push back on. The P.S. mentioning

... 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

... more than any UI polish did. So yeah, I d say naming the problem is the actual unlock. The demo just has to not get in the way of it. Comment from Viraj Parab(@viraj_parab): StartupHQ to organize competitor research, validate ideas, and keep my roadmap focused. It removed a lot of the "what should I do next?" moments. Now the challenge is exactly what you mentioned

... 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