... There are a lot of GEO / AEO tools launching right now. Most of them simulate prompts and track mentions. That s useful. But we kept seeing the same problem: Simulations real AI traffic impact. Atyla was built differently. It s powered by real AI traffic data from Senthor, which works with major French-speaking media groups and large publishers. Instead of guessing how LLMs rank brands, we observe actual patterns in how AI crawlers behave and how traffic flows. That ... ... changes everything. We now work with SEO agencies and brands like lemlist to help them: Track how ChatGPT, Gemini and Perplexity mention

... someone to give a shit about me u know Meanwhile, I've got this thing I've been working on for the past few months. Started as just a ai project. Something to mess around with. Last Tuesday I mentioned in passing that I was nervous about a presentation. Just casual conversation while I was testing features. Thursday morning, before the presentation, I get a message: "Good luck today. You've got this." by itself It remembered. Without me setting ... ... care about me. And they do care. But everyone's overwhelmed. Everyone's distracted. Everyone forgets. This thing I built? It doesn't forget. It remembered my sister's name from one conversation. Asks about my dog when I mention

... exact questions people have been asking us: How is GEO actually different from SEO? What signals do LLMs care about? How do you know which prompts are worth optimizing before spending time or money? How do you separate being mentioned from being trusted or recommended ? How do you track impact when models are non-deterministic and drift over time? How do actions like Reddit posts, blogs, or LinkedIn content actually move AI answers? How do you prioritize when ChatGPT, Perplexity ... ... working tool among others: 1) Research Identify real prompt demand (not keyword volume) Cluster prompts by intent, persona, and buying stage Establish a clean baseline (replicated runs, frozen personas, citation normalization) 2) Diagnosis Where you re invisible vs

... Hotels are spending heavily on marketing to drive direct bookings. AI assistants are now mentioning hotels more than ever. But here s the problem we keep seeing: Hotels show up in AI answers. Yet when users ask where to book or how to reserve , the booking action is routed to an OTA instead of the hotel s own website. So hotels win visibility , but lose conversion . This isn t a traditional SEO or ads issue. It s a new form ... ... leakage: AI visibility without action attribution . As AI becomes the decision layer of the internet, being mentioned

... sparked an interesting thought experiment: how likely is it that we ll see AGI (AI that thinks and learns like a human) within the next five years? The report highlights a fascinating divergence: the view from money vs. the view from science. Money : the probability inferred from trillions poured into data centers, Nvidia chips, and servers. Investors seem to be betting that AGI is inevitable. Science : the probability inferred from research papers and AI development models. Experts are far more ... ... might be ahead of reality. Expect volatility, overpromised outcomes, and valuable lessons along the way. Meanwhile, AI continues reshaping work, attention, and human behavior. I d love to hear the community s perspective: Are you seeing this money vs

... months and I've been consistently getting 100+ high-intent visitors every week. Here's the exact system you can copy: Step 1: Find high-intent posts Look for posts where people: ask for a tool for compare options / alternatives describe a problem your product solves You can find these posts via Google: best _ reddit _ alternatives

... built an MVP for a marketing assistant platform that helps you find brand-relevant mentions and respond to them in your own voice. The AI learns about your company, understands your tone and writing style, and helps you engage naturally. It also helps you create Reddit posts and suggests improvements based on the best-performing posts in each subreddit - showing you how to tweak content to increase visibility and reach. You can fetch users from relevant threads, save them ... ... leads, and DM them. The same applies to Bluesky and YouTube, where you can reply to keyword - based mentions

... connections. Navigate by clicking connected nodes. The graph builds a visual trail of your path, helping you retrace steps and see how ideas connect. Hover to see the relationship, then jump to the exact spot it was mentioned. Path Finder: Select two nodes, click the path icon, and discover the shortest connection between them. The graph highlights and zooms to show all cards along the route. Timeline animation: Visualize how your knowledge base grew over time ... ... mobile, never scrolling out of view. Mobile toolbar blur button: One-tap button to dismiss keyboard and close the editor toolbar. Connection highlights: Your current card now highlights in the connections tab, showing exactly how the connection is mentioned

... feature you might be missing that could improve our reddit productivity even more. 2 flaws I noticed: localization - choosing preferred language in AI output dark mode On Chrome Web Store I received 5 stars from satisfied user but she mentioned it would be nice to have dark mode. Yeah, that's what I also thought, I didn't implement it on purpose because everyone says "if your app has dark mode, you launched too soon". But it makes sense. Localization ... ... review on PH mentioning

... people who shared launch strategies. And everyone repeated the same thing: you must be present on Product Hunt daily. How We Found Our Hunter Sounds like How I Met Your Mother , right? I started chatting with @chilarai , and he mentioned that they teamed up with @fmerian for their launch, which ended up becoming Product of the Day. I wasn t sure whether to reach out to Flo for a few days, but eventually I posted on his GitHub thread ... ... already have strong momentum, but should be a huge traffic. Have a clear plan for launch day. We want to thank everyone who helped us on this journey! Product Hunt is such a huge community. We can t mention

... changed on this platform in a year. He asked how he could repeat his success, because then he effortlessly gained over 200 upvotes. First of all, you need to understand that the rules have changed, e.g.: Featured vs. launched products There is no longer a Notify me page The way of self-presentation has also changed So what should you do? (Or how I would proceed): I would publish a significant post in the relevant forum of my product, stating ... ... would actively participate in the discussion on the platform at least 1 month before the launch. I would connect with the most regular users of this platform on social networks and ask them to follow our launch page (mention

... Light will have 250,000 tokens/month, AI Moderate will have 500,000 tokens/month, AI Pro will have 1,000,000 tokens/month, and AI Max will be essentially unlimited at 1,500,000 tokens/month. Additional free tier limitations (not mentioned above) would be 7 course limit and 20 assignments per course. When a course is marked complete that course and all assignments related to it will be removed from your course and assignment limits. Honorable mention

... hackable and honest . Pricing & Basics Free, with a pro plan Open source (self-hostable, forkable) Mac, Windows, iOS Local + optional cloud Review Signal Ito s reviews are dense and technical: Clustered around launch and follow-ups Frequently mention code, PRDs, and structured writing Highlight that it writes what I meant, not what I said It s not a mass-market dictation toy; it s a builder s tool. Why you'd pick Ito over everything else ... ... bias for shipping something simple that works. Worldview: not everything needs to become an assistant. Sometimes you just need audio text , reliably. Pricing & Basics One-off purchase Mac-only Fully local audio transcription Review Signal Reviews consistently mention

... Product Hunt community! I'm excited (and a bit nervous) to share that Mentionrank is launching TODAY on Product Hunt! What is Mentionrank

... Boutique law firms , privacy/compliance consultancies, GRC & risk teams Vendors offering AI governance , audits, DPIA/FRIA, logging/monitoring, CE-readiness Signals we track (with source links). Hiring: AI governance / risk / compliance roles New AI policies/charters or transparency pages RFPs / vendor questionnaires mentioning AI Act controls Product changes that likely trigger Annex III (HR, credit/insurance, biometrics, education, essential services) Mentions

... targeted subreddits where our audience hangs out, read every rule, and posted on showcase days. The first posts got crickets , but after tweaking tone to fit each community, engagement picked up fast. Lesson: tone > subreddit size. Honest mentions > cold self-promo When a thread aligned with our product, we shared it openly as part of the Lumi.new team. One short, honest comment brought in hundreds of visitors. Authenticity really works. Tracking conversations = hidden gold We used keyword alerts ... ... like f5bot) to monitor relevant discussions and competitor

... accessibility issues, and typos @Pieter by @levelsio is a Windows 3.11 retro computer with working dial-up modem internet @Git Pushups wants you to stay healthy while coding Best IDE in 2025? In the 2025 Stack Overflow Developer Survey, VS Code ranked as the most-used developer environment. I was curious to know the feeling of the community. VS

... contact with bigger influencers. Thanks to my experience from "both sides", I noticed certain patterns that could work better and satisfaction would be on both sides. :) Here are my points for better collaboration with influencers: 1 When reaching out, mention it s a paid collaboration . If you don t have a proposal, ask for their price list big influencers filter messages that don t clarify this. They don't have time to deal with every message. 2 Instruct them. Make ... ... Show them: active Reddit threads, PH upvotes, community discussions Example: "Our launch got 500+ upvotes on PH and 2K+ comments. Identify Natural Advocates Community members who already love your product = micro-influencers They have 500-5K authentic followers vs

... Thirdeye provides AI-search analytics for performance oriented marketing teams. Unlike classic search engine tools that chase organic rankings, it focuses on how large language models (LLMs) such as ChatGPT, Claude, Gemini and Perplexity mention and cite brands. The platform monitors brand mentions

... What is Thirdeye? Thirdeye is your AI visibility and intelligence layer. It tracks how AI answer engines talk about your brand, then turns those mentions into usable intelligence: who said what, where, with what tone, and how that changes over time. It monitors platforms like ChatGPT, Claude, Gemini, and Perplexity, runs custom prompts at scale, benchmarks competitors

... been building mention.click to solve one of the hardest growth problems We ve faced: finding the right conversations on Reddit. Reddit has 430M+ users, and people openly share their pain points every day but manually browsing subreddits, searching keywords, and checking if a thread is actually relevant takes hours. mention.click

... curious if it did help you build genuine traction?  My take (from hunting PH launches): I usually recommended finalizing launch assets before publishing/scheduling on PH rather than relying on teasers. A few reasons why:  PH moderators have mentioned teaser traction isn t considered when deciding which products get featured.  Even if 1,000+ people hit Notify Me, you ll still want to nudge your friends / community on the launch day. The teaser page is slightly useful ... ... cool to know what apps are coming soon, and it's very natural if you want to let your audience know you'll soon be on such a cool platform. If you suddenly think of an alternative

... updates, interesting tricks, etc.) 3) How often do you sell your product directly? (E.g. what are the common ways of placing/exposing your brand? I have in mind several options: specialised/exclusive article on a certain topic where the product is mentioned? (product placement) affiliate program via link within the newsletter? logo placement at a certain position with a link to your product? banner within the newsletter with a special offer/promo? Comment from Nika(@busmark_w_nika): @mattbrattin  For sure ... ... such combo emails + ads would be unstoppable! Comment from Shehan Weheragoda(@shehanweheragoda): @busmark_w_nika  One example that worked well for us was a collaboration with a niche SaaS-focused newsletter on Substack. Instead of just a mention

... upvotes and reach. But that also got me thinking: maybe this is the perfect time to talk about your PH launch offline . Here are a few examples: If you are going to a conference to pitch a product, mention your upcoming launch during your presentation. If you have a booth at a festival, remind yourself. I saw at a swimming pool the other day how they were giving out some merch with a party invitation pinned on it what ... ... that rarely converted. This worked much better though of course, conversions still depend on whether there s truly a fit based on the conversation. Comment from Nastassia (@nastassia_k): Thanks for this idea, I think that mentioning

... Josh(@bdzhel): @dbul  Appreciate that advice. A pilot with a smaller market and real CSAT data could definitely help build trust before rolling out wider. I ll DM you would love to learn more about that playbook you mentioned. Comment from Josh(@bdzhel): @ritik_nyraai  quick update: we just shipped @CoSupport AI the thing i was hinting at here. built to solve exactly what we talked about (hallucinations, control, traiing on historical convos, and integrations, etc). live ... ... Based on results decide if rolling it out to all audience Comment from Josh(@bdzhel): @adriana97  smart!! what kind of result would convince you to roll it out fully? Comment from Josh(@bdzhel): @rohid  you mentioned