... marketing problem. They think: "Let the SEO team handle it." Here's why that's wrong: Your product is being evaluated by AI every single day. When potential users ask: "What's the best tool for [your category]?" "Alternatives to [competitor

... Rankfender the same one we've run for 500+ brands. Here's the hard truth: 78% of brands are completely invisible in AI answers. They spend thousands on SEO but never check if ChatGPT, Google SGE, or Perplexity actually mention them. Don't be one of them. This 30-minute audit will show you exactly where you stand and exactly what to do next. PART 1: Why This Matters Now Before we start, understand the stakes: Platform Monthly Active Users ... ... Answer Prevalence ChatGPT 200M+ 100% of conversations Google 5B+ daily searches 37.8% have AI Overviews Perplexity

... Average monthly retainer for AI visibility audits 1,200 2,500 Average monthly retainer for ongoing AI visibility + content 2,500 5,000 First-mover advantage is real. The agencies offering this now are locking in clients before competitors even know the category exists. Service Model #1: The One-Time AI Visibility Audit What it is: A comprehensive audit showing where the client appears (or doesn't) across ChatGPT, Google SGE, Perplexity

... upvoted, and shared feedback! One question kept coming up: "How do I actually win in AI search?" So I dug into our data. Rankfender has now tracked over 50,000 AI-generated answers across ChatGPT, Google SGE, Perplexity, and Gemini. We've analyzed millions of citations, thousands of brands, and hundreds of industries. Here's what we learned and what it means for your business. Part 1: The state of AI search in 2026 AI answers are everywhere. We analyzed ... ... schema 71% 19% Cite data sources 68% 27% Part 3: What content wins AI citations? This is the question everyone asks. Here's the data: Top 5 content types by citation rate: Comparison pages (X vs

... answer first. If they find it immediately, they cite it. The structure makes extraction easy. Step 2: The Comparison Page Template Comparison pages drove 40% of our citation growth. Here's our exact template: Title: [Brand X] vs [Brand Y]: Which is better for [use case]? Quick verdict (100 words) Who wins and why One sentence summary Feature comparison table Feature Brand X Brand Y Feature A Feature B Feature C Price XX YY Detailed breakdown (by feature) How each ... ... your brand appears in AI answers. Do this: Q: What is AI visibility and why does it matter for my business? A: AI visibility measures how often your brand appears in answers generated by ChatGPT, Google SGE, and Perplexity

... Aravind's post yesterday about Perplexity's new computer. Got me thinking: we launched Happycapy - the 1st agent-native computer here on Feb 11 (beta was Jan 27). Grateful @rajiv_ayyangar and the PH community witnessed it from the start. Not trying to claim we're better. Just wild how we both arrived at the same conclusion independently. The insight: Agents need their own computer (independent environment) Running 24/7. Not locked to a single model. Back when Claude Code skill ... ... rate limits and optimized. Now she's running multiple campaigns 24/7. The pattern: people don't want to manage tools. They want to describe what they want and have it happen. We're still early. Both us and Perplexity

... connects directly to GSC and runs real-time analysis across 50+ SEO aspects: Top Page and Query Performance Top Mover Delta Analysis Growth and Decay Analysis Performance Trends Rank Disparity Analysis CTR Uplift Analysis Impression and CTR Segmentation Brand vs. Non-Brand Performance Cannibalization Analysis Topical Cluster Performance Device Parity Analysis Device Distribution Country Performance Long Tail Performance Trust and Authority Analysis Then it doesn't just report it. It moves from Performance Opportunity Analyze Fix Apply. Automatically. Comes with ... ... pipeline runs: AI Search Audit Issues Suggestions Fix Apply Covering single URL audits, bulk URL audits, and full site audits. Then: AI Brand Visibility Brand Analysis Prompt Run Prompt Tracking Competition Tracking Citation Tracking Monitored across Gemini, ChatGPT, Claude, Perplexity

... plays a significant role in how products appear in Google search results. What surprised us was that AI assistants like ChatGPT were rarely citing Product Hunt in product recommendations. AI assistants such as ChatGPT and Gemini rely on reviews, alternative lists, and structured product information gathered across the web. Product Hunt is strong across all three. In theory, this should make Product Hunt a natural source for AI-driven product recommendations and comparisons. In practice, it was not happening ... ... many tools which systematically run prompts against several AI models daily, and measure visibility of a product within prompts. We're using a new tool called @Gauge . We chose because a) their citation tracking is more useful than the alternatives

... digital teammate focused on one job: driving leads and pipeline from organic inbound. No messy tech stack. No expensive SEO consultant. No agency needed to execute. I was honestly tired of staring at dashboards comparing  me vscompetitors  across 20+ metrics. Data is fine, but data doesn t move revenue, execution does. So I m building a product that actually gets the work done. ReSO helps your brand show up as a recommendation inside ChatGPT ... ...

... 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 them Identify visibility gaps vs

... been eye-opening. Turns out most digital product creators have NO IDEA why AI systems are skipping them. The Brutal Reality 73% of digital products fail AI visibility not because of bad content but because of structural incompatibility. ChatGPT, Perplexity, Google AI Overview... they're not "ranking" products. They're making binary decisions: include or exclude. And if your product has: Citation-unsafe schema markup Missing canonical entity structure Non-compliant title formatting Zero-Click incompatible content You're blocked ... ... Period. What This Tool Actually Does AEO Optimizer scans your product and gives you a Pass/At Risk/Blocked verdict across 4 categories: 1.SEO (traditional search) 2.AEO (Answer Engine Optimization - ChatGPT, Perplexity

... 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, and Gemini disagree? Is this just analytics, or can you actually improve outcomes? We ll walk through how we approach these questions step by step , using Citable as the working tool among others: 1) Research Identify real prompt demand ... ... 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

... everyone we just launched the LLM Chat Scraper series. If you need large-scale LLM Q&A data that reflects the actual responses users see in the web UI, this might help: Supports ChatGPT, Perplexity, Copilot, Gemini, Google AI Mode Captures front-end (web UI) responses unaffected by logged-in context/state Web search support included so you get full citation data when the model references sources We only bill for successful captures; failed/error requests are not charged ...

... billion+ users watching lip-syncing videos. But Nvidia is a U.S. company, and China wants data centers made with homegrown chips. ( Reuters ) Just in time for Black Friday  Days after OpenAI announced its AI shopping researcher, Perplexity is unveiling a shopping tool that recommends products to you. Ostensibly, these are products you re actually searching for instead of those hiking boots you bought two years ago after a Google Search but keep showing up in your feed anyway ...

... take a complex idea and turn it into something simple. I admire him. Why am I sharing this? Because one of the most challenging things for Pretty Prompt has been nailing the widget button inside ChatGPT (or Gemini, Claude, Perplexity, Lovable, etc.) That s the magic of Pretty Prompt . It should feel like it s always there to help, but out of the way when you don t need it So, how did we get to this new button? Originally ... ... just ship it . You can use Pretty Prompt in multiple ways. Through the web app , through the extension popup (like most other extensions), but the most common and powerful way is right inside, where you prompt: ChatGPT, Gemini, Claude, Perplexity

... doing another Launch Week! Feature 1 is live: Pretty Prompt now works inside Perplexity . Video here . Why this is exciting: We re expanding beyond ChatGPT, Gemini, and Claude. Perplexity

... ChatGPT now has 800M+ weekly active users and processes 2.5 billion prompts per day. It's the 6th most visited website globally. Perplexity, Claude, Gemini - they're all growing fast too. What I'm curious about: Are any of you actually seeing customers/signups coming from these platforms? Like, are people asking ChatGPT "what's the best [your category]" and then actually finding their way to your product? The data suggests they should be: 60% of searches now complete without clicking ... ... building but for the service I provide as my area of expertise, which is very niche. When people book time, I do ask where they heard of me, and occasionally they tell me that it was ChatGPT or Perplexity

... search is different. It's about making your project understandable to AI models. And you can do that in an afternoon. Think about it: - Your perfect users are asking ChatGPT for recommendations RIGHT NOW - AI is citing your competitors, not you - You're building in the dark while others get discovered DeepRank fixes that. We generate your "Identity Capsule" (tells AI who you are), create AI-optimized content (FAQs, blogs for 30-day plan, about pages), and show you exactly ... ... where you rank across ChatGPT, Perplexity

... Product Hunt You know how AI search is eating everyone's Google traffic? We kept watching brands show up everywhere on Google then completely disappear when people asked ChatGPT or Perplexity the same question. That's the problem we're solving with Passionfruit Labs. The pain we kept hitting: Optimizing for AI answers today feels like SEO in 1998 no playbook, no clear metrics, just expensive tools that dump 127 dashboards on you and charge $500/seat with zero guidance ... ... what to actually fix. What we built instead: Labs connects to your brand, site, and competitors

... mapping Blue Team: UEBA threat hunting C2 blocking IOC correlation Detection rule generation 8-Model Ensemble Consensus: 4/8 agreement determines truth during attacks. 100+ documented scenarios: MOVEit, 3CX, Ivanti, Log4Shell patterns NEW: Live Breach Control Panel - powered by Perplexity AI Real-time incident summaries Correlated events Recommended remediation steps Citation-ready insights Fully air-gapped All telemetry is synthetic Safe for public demos Built entirely on Replit in 4 days If you're into AI Cybersecurity Agentic Systems this ... ... demo Leave feedback Suggest the next scenario #Cybersecurity #AI #ProductHuntLaunch #AgenticAI #PerplexityAI

... World's First 8-AI Cybersecurity Battleground Antarraksha is where leading AI models battle in authentic cyberattack scenarios. POWERED BY 8 AI MODELS OpenAI GPT-4o Anthropic Claude 3.5 Sonnet Google Gemini 2.0 Flash xAI Grok 2 Mistral Large Perplexity Sonar Pro Meta Llama 3.3 70B (via Groq) DeepSeek RED TEAM (5 AI Agents) Exploit real CVEs from 2023-2025 Chain MITRE ATT&CK techniques (T1078.004 T1003.001 T1021.002) Generate authentic IOCs (SHA256 hashes, IP addresses, C2 domains) Deploy evasion ... ... decisions under pressure. Tournament Mode Watch AI agents compete in ranked battles. Glicko-2 ELO rating system tracks agent performance over time. Live Breach Replay Engine Auto-generates playable scenarios from CVEs discovered in the last 7 days. Uses Perplexity

... faster without having to worry about potential security flaws that an LLMs like to introduce. Comment from Gokul Chandrasekaran(@gokuljd): @JDoodle.ai + @Claude Code are my favourites. Disclaimer: I'm the founder of JDoodle Comment from Rico(@ricoboost): Claude code + vs code: Next JS for front end Express hosted on railway for backend BullMQ for task management on upstash Comment from Kishor Kumar Khadka(@kishor_kumar_khadka): Here's my current stack: @Windsurf @Next.js @shadcn/ui @Vercel @github @PostHog I might have ... ... from Abdul Rehman(@abod_rehman): Right now everyone s stacking tools like Lego blocks, but the winning combos will be the ones that reduce friction, not add more steps Comment from Ond ej Smutn (@ondrej_smutny): My stack is also VS

... Comet is an AI-powered browser powered by Perplexity. The built-in Assistant understands each tab, summarizes content instantly, compares data across pages, and completes tasks autonomously. Available for Windows and macOS. Plus, when you start, you get one month of Perplexity

... productivity (browser extensions? I live by them!). Why I love Comet Pro: One-click smart searches: I ve summarized Reddit threads, generated LinkedIn posts, and compared tools instantly before making business decisions. Direct browser integration: No need for separate Perplexity or ChatGPT tabs everything s available exactly where I need ... ... plan: Removing limits changes EVERYTHING when it comes to writing, researching, and saving hours every day. If you want to try Comet Pro free for a month (no catch I use it daily myself!), here s my affiliate link: https://perplexity.ai

... Hello guys, Perplexity, an AI like GPT for student are offering 1 year FREE/KOSTENLOS for student in Germany now. If you'd like to get the offer, please register using my link! Thanks! https://plex.it/referrals/RDS7AEO1 ...