... 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): @satchmo_saunders  That s exactly the gap. I d skip the notification feed entirely and poll the actual threads/comments ... ... 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

... 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 ... ... engineer and not exactly a marketing person , I m still trying to gain confidence in advertising the products I m building. Good advice in your post.. and no: I did t have (yet) that aha! moment you re mentioning

... 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

... Product Hunt! I'm excited to share TagRadar , a tool I built to help marketers, founders, SEO professionals, and researchers discover how websites and brands are discussed across Reddit. I originally built it because manually searching Reddit for brand mentions, backlinks, and community discussions was slow and inconsistent. I wanted a faster way to answer questions like: Where is a website being mentioned

... 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 Grace Levitte(@grace_knowhow): @busmark_w_nika Great question! Echoing what ... ... 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

... breaking, and so on. - Vaizle - I work with Vaizle, but it has very easily emerged as my fav platform. Not even lying. I can keep track of ad performance, check what competitors are posting on social. And best part is that I can feed it my own website + competitors

... 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

... them, photo profiles were special in a similar way. When I double checked the profiles, the links were not working. And I hate finding myself interacting with bots. What is the limit that bothers you in interacting with AI vs what feels fine? A/ Interacting with a bot B/ Interacting with content being 100% generated C/ The person giving the idea, and asking AI to write an answer. D/ Asking AI to rewrite E/ Correcting with AI It was funny ... ... experimenting with just writing and keeping mistakes. But I m not comfortable with it. I might test whisper or equivalent next. Comment from Sal Georgiou(@sal_georgiou1): Almost easy. Two big dinstictions for me are what you already mentioned

... 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

... lots to lose who must ensure their products are top-notch. For the rest of us, trying to mimic some internet personality in Approach 1 risks Vibe-Founding. Comment from Samir Asadov(@samir_asadov): For specialist/practitioner products this 'brand vs product' framing breaks down the product IS the brand statement. A financial model template built from real deal experience signals more credibility than a thousand brand posts ever could, because the buyer (a CFA with a deal on their desk ... ... were only concerned w/ my wellbeing I'd do the same, but when I have others I'm responsible for, and they themselves have mouths to feed, I think differently about the long term effects of my brand vs

... 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

... Because the game changed and nobody sent a memo. More and more of your clients customers are skipping Google entirely. They go straight to ChatGPT or Perplexity, ask a question, get an answer, and click the brand that gets mentioned. If your client is not getting mentioned

... built a tool that watches Reddit for competitormentions and texts you here's why Last year I kept seeing posts like "looking for a Notion

... Last month, I did something that felt slightly insane. I took our product description, fed it into ChatGPT, and asked it to build a competitor. Not a parody. A real competitor

... user research cited. No support ticket volume. No search volume in your category. This is a solution looking for a problem. What signal are you acting on?" We went back through our internal docs. Zero customer interviews. Zero mentions in support tickets over 12 months. Zero search volume in our own analytics. The feature was in the roadmap because a senior engineer thought it would be "elegant." We had been three weeks into development. Failure point #2: The integration with ... ... stated goal. No success metric. No evidence customers are asking for this. Without these, this is a cost center disguised as a feature." We pulled our customer call transcripts from the past six months. 147 calls. Not one mention

... reason is simple. Reviews have become one of the least trustworthy signals in the app ecosystem. They can be purchased in bulk from services that sell hundreds of five-star ratings overnight. They can be faked with disposable accounts. Competitors can and do leave one-star reviews on rival apps to damage their reputation. For smaller developers without the resources to fight back, this kind of manipulation can be devastating. Public community discussions work differently. When someone recommends ... ... questions, or share their own experiences. This kind of organic, public conversation is far more difficult to manufacture and far more valuable as a trust signal than an anonymous star rating. Brotherstock scans these public discussions automatically, finds genuine mentions