... narrative has been that AI search is a single channel. You optimize for ChatGPT. You win everywhere. The data says otherwise. A 7-month analysis of citation behavior across ChatGPT, ChatGPT Search, Perplexity, Google AI Overviews, Google AI Mode, Gemini, and Claude found that every major AI engine has a persistent source preference . Not just a trend. A consistent editorial identity that holds month after month. The breakdown of editorial identities : ChatGPT Search is encyclopedic. It favors Wikipedia for Education ... ... brand-owned domains take the top slot. Google AI Mode is the most exploratory engine. It routes users back to Google properties for Purchase queries and cites LinkedIn for Education intent a signal none of the other engines produced . Gemini

... Product Hunt! I'm thrilled to share that Memoket Gem units have been shipping in batches since Sunday, and more are going out every day. The final batch is expected to ship next Monday. Here's what to expect: You'll receive an email from us as soon as your Gem

... Reflect @LM Studio Discord Comment from Thomas.(@tedavis): @busmark_w_nika  Had to be done! Comment from Thomas.(@tedavis): Recently it's been: Ferguson (my own landing page auditor, it's been insightful auditing so many landing pages!) VSCode - for a few different side projects Claude - sense checking and sounding board Product Hunt - Inspiration Notes - have to log all those ideas somewhere! Comment from Yaser Alosefer(@alosefer): My five are a mix of development, infrastructure, security, and automation ... ... build files. Android Studio for Android development, debugging, builds, and device testing. Proxyman for checking API traffic when I need to understand what happened between the app and backend. Comment from Jaroslav Javorsk (@jarjav): VS

... VibeAround v0.6.10 is out. This release focuses on bridge reliability, Gemini setup, and cleaner provider workflows. What changed: - Added Gemini

... start Hey PH Last month I signed up for yet another AI provider. Different API key, different dashboard, different billing. That was my fifth one. So I built my own gateway. One endpoint. One key. DeepSeek, GPT, Claude, Gemini all through the same pipe. What you get: Single API key for all major models Pay-as-you-go pricing, no subscription $8.88 free credit no credit card needed Works with OpenAI-compatible SDK (drop-in replacement) If you're tired ...

... shipped a bigger Reddit Summarizer update since the last PH post. The biggest change is the AI model lineup. I removed older/deprecated models, replaced failing ones, and split the current models more clearly by tier. Free now gets: Gemini 3.1 Flash Lite GPT-5.4 Nano (Remember! no sign-up required . Just install extension and use it right away) Pro gets: Kimi K2.6 Grok 4.3 Claude Haiku 4.5 GPT-5.4 Mini Gemini

... VibeAround v0.5.15 is live. This release is about making the local-agent workflow more reliable across more model providers and coding agents, especially if you use Gemini, Vertex AI, DashScope, DeepSeek, Kimi/Moonshot, or Codex with API Bridge-routed third-party models. What changed: - Gemini

... built Offtoco ( https://github.com/PacifAIst/Off... ) a zero-knowledge offline token counter for GPT, Claude and Gemini Tired of pasting prompts into online token counters that send your text to a server you don't control? I built Offtoco to fix that. It counts tokens for GPT (o200k_base), Claude and Gemini

... Product Hunt I'm Edo, co-founding team member at Memoket. We're launching the Gem tomorrow and I wanted to share a bit about why we built it. Like a lot of people here, I use AI tools every day (Claude, ChatGPT, you name it). They're incredible. But I kept running into the same frustration: every time I needed help with something, I had to re-explain everything . The context from a meeting I just had, the conversation ... ... Then something happened outside of work that made it click. I took my daughter to the doctor, and the doctor was explaining things using medical terminology that wasn't exactly easy to follow in the moment. I had the Gem

... terminal behavior. If you use multiple agents or providers, switching gets messy fast. Quick Launch lets you create API profiles once, then launch the right agent with the right config injected automatically. Supported CLIs today: - Claude Code - Codex - Gemini CLI - OpenCode Supported provider profiles include Azure OpenAI, DeepSeek, Moonshot/Kimi, MiniMax, OpenRouter, Gemini

... several new tools launching every week, and many do a great job at telling us whaere our sites stand in the AI search tools like chatGPT, Gemini, Grok, Claude, etc. The best of them give us... WORK TO DO Yes, they are good at telling us what to fix, what to build, where to publish, what's missing, right - because we don7t already have enough to do...? I genuinely want to know if I'm wrong, but I know ... ... nothing but MentionFox.com that actually trains the LLMs to actively promote our products over competitors

... community Exciting update we've just shipped v1.5.0 and it's our biggest release yet! Gemini Export Studio has officially evolved into Gemini

... Hunters We just shipped Google Gemma 4 support, paired with our TurboQuant KV-cache compression engine. That means you can now run Google's any-to-any multimodal models directly inside your editor no API keys, no cloud, no data leaving your machine. What's new in this drop: Full Gemma

... kept generating images with Gemini for client work and presentations, but the watermark always got in the way. Every tool I tried required uploading the image to a server which felt wrong when the images contained unreleased project visuals. So I built Gemini

... real user queries from search logs, forum threads, and support tickets across 12 industries. We clustered them by intent and generated 1,000 representative questions. We asked those same 1,000 questions to 5 AI models: ChatGPT (GPT-4), Gemini (Ultra), Perplexity (Pro), Claude (4.5 Sonnet), and Llama (3). We ran the experiment daily for 30 days. We tracked every citation at the source level. The goal: measure citation overlap. How often do these models cite the same source ... ... models Overall citation overlap: 23.7% Across all 5 models, the same source was cited in only 23.7% of answers. That means 76.3% of the time, the models were pulling from different places. Model Pair Overlap (%) ChatGPT Perplexity 41.2% ChatGPT Gemini

... months ago, we ran an experiment with our own data. At Rankfender, we tracked 5 of our own competitors across 8 AI systems. We log their share of voice, citation velocity, content gaps, platform variance. Months of raw numbers sitting in a dashboard. I pulled 6 months of data and fed it into Claude. One question: "Based on this, who is most likely to overtake us in the next 6 months? Show your work. Use the data. Don't summarize ... ... Give me the numbers." The answer changed how I think about competition. The dataset: 5 competitors

... community I'm the maker of Gemini Export Studio a Chrome extension that lets you export Gemini

... months ago, I launched a product. Beautiful landing page. Great onboarding. Real customers. Solid retention. One problem: AI never mentioned it. Not in ChatGPT. Not in Perplexity. Not in Gemini. We were invisible. And I didn't know why. So I spent the next 6 months reverse-engineering the answer. Here's what I learned. What I Built The product was solid. Nothing revolutionary, but genuinely useful: Solved a real problem 4.8 stars on reviews 20% MoM growth Customers ... ... project management tool for remote design teams. Here's exactly how we work." Feature lists Problem-solution paragraphs Vague benefits Specific outcomes Lesson #2: AI Loves Comparisons Even If You Lose This one hurt. I avoided mentioning competitors

... Product Hunt, I'm Imed, founder of Rankfender. We help brands track and improve how they appear in AI answers across ChatGPT, Perplexity, Gemini, and more. In 120+ languages. We've now tracked over 3,000 brands, analyzed 75,000+ AI answers, and helped founders recover millions in lost revenue from AI errors. Total marketing spend so far: 15k. Here's everything we did with free resources you can use. 1. Narrative: From Agency Pain to Product Solution The story ... ... found errors. Average cost: 28k." 120k impressions, 400+ new signups. Free resource: Post as a human. Share what you're learning in real time. People don't follow companies. They follow people. 5. Multi-Language: The Hidden Channel Most competitors

... tracking their AI visibility, citation rates, and what actually correlated with success. Here's what the top 10% did that everyone else missed. The Dataset Parameter Value Launches analyzed 1,000 Time period 2025 2026 Platforms tracked ChatGPT, Perplexity, Gemini Metrics measured AI citations, share of voice, content structure, launch day performance Sample Top 500 + random 500 from leaderboard Finding #1: The Discovery Gap Is Real Academic research confirms what we found: when users search for products by name, LLMs ... ... language people actually ask , not just what they type . Finding #5: One URL Can Carry You For Superwhisper, one single Product Hunt URL drove 1.6% of their ChatGPT visibility and 5.5% of Google AI Overview visibility. Compare that to competitors

... many found they were invisible. But here's what scared me more: Of those who WERE visible, 43% had incorrect information in AI answers. Not "suboptimal." Not "could be better." Wrong. Outdated pricing. Missing features. Wrong founder bios. Competitors credited for your work. And the average error sticks around for 4 6 months . Today, I'm sharing the full dataset: 1,000+ SaaS products, 75,000+ AI answers, and the hard truth about what's being said about you when ... ... looking. The Dataset Parameter Value SaaS products analyzed 1,024 Total AI answers collected 75,382 Total citations recorded 316,604 Platforms tracked ChatGPT, Google SGE, Perplexity, Gemini

... Last week, we ran an experiment. We asked 50 SaaS founders to do one thing: check if AI answers about their brand were accurate. Not visibility. Not rankings. Just: "Is what ChatGPT, Perplexity, and Gemini say about you actually true ?" The results scared me. The Dataset Metric Value Founders surveyed 50 Companies represented 50 Stages Pre-revenue to 20M ARR Industries SaaS (B2B, B2C, enterprise, SMB) Platforms checked ChatGPT, Perplexity, Gemini

... next. PART 1: Why This Matters Now Before we start, understand the stakes: Platform Monthly Active Users AI Answer Prevalence ChatGPT 200M+ 100% of conversations Google 5B+ daily searches 37.8% have AI Overviews Perplexity 15M+ 100% AI-generated Gemini 100M+ 100% AI-generated Total addressable "AI answers" daily: Billions. If you're not in those answers, you don't exist. PART 2: The Complete 30-Minute Audit Step 1: Keyword Selection (5 minutes) Choose 20 keywords to audit: 10 branded ... ... keywords: Your company name Your product names Your founder/CEO name Your flagship features 10 non-branded keywords: "[Your category] best tools" "[Your category] alternatives

... professional developer. But I've been using Gemini Pro heavily for coding, and one thing drove me absolutely crazy every time Gemini

... 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, and Gemini