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Products that do what FutureSearch – answer hard questions like "Who will buy TikTok US?" does

Now that the TikTok ban is on its way to Biden’s desk, you may ask: “Will ByteDance get this overturned in court?” “How much is TikTok US worth?” “Will Oracle and Walmart bid again?” Google, ChatGPT, Perplexity, etc. have almost nothing to say on questions like these that involve judgment, uncertainty, modeling, and in-depth research. (Try it for yourself.) FutureSearch draws on the fact that professional forecasters do surprisingly well on such questions. We’ve worked with many of them over the years, and we’ve built their research workflows with LLMs and agent loops. Here's what…

  1. 1SW

    Hey - I've been playing with LLMs since GPT-2 and recently experimented with fully generative UIs where the HTML/Canvas are generated just-in-time. Every post on the feed( on slop/duck/storytime) you see is streamed and generated just-in-time with HTML and into a Canvas with Gemini 3 Flash. Comments and DMs are bidirectionally linked with a Cloudflare Workers Durable Object which is why they feel so fast. Every generated post is saved into a DO SQLite which is then served into the "Following" feed so it can be served quicker. This was inspired by Wikitok, a VSCode Extension I…

    Jan 2026 · quack.sdan.io

  2. 2

    Your AI search ranking tool—for ChatGPT, Gemini, & Claude.

    2025

  3. 3

    SEO is dead. Be the product cited by ChatGPT.

    Jan 2026

  4. 4FA

    *Title:* Show HN: FutureSearch, AI forecasting you can verify AI forecasting is now approximately superhuman. Today, FutureSearch is exiting our long public beta and launching. We started FutureSearch in August 2023. (We’re the original AI forecasting company, at least in a Tetlock-ian, “forecast anything” sense.) We’re currently #1 of 194 in the most competitive AI forecasting tournament [1], and we score above the #3 and #2 human forecasters in the premier mixed human-bot tournaments [2]. Many people on HN seem to equate forecasting with prediction markets and finance. FutureSearch is not…

    Aug 2026 · futuresearch.ai

  5. 5IM

    This is another one of my automate-my-life projects - I'm constantly asking the same question to different AIs since there's always the hope of getting a better answer somewhere else. Maybe ChatGPT's answer is too short, so I ask Perplexity. But I realize that's hallucinated, so I try Gemini. That answer sounds right, but I cross-reference with Claude just to make sure. This doesn't really apply to math/coding (where o1 or Gemini can probably one-shot an excellent response), but more to online search, where information is more fluid and there's no "right" search engine + text…

    2024 · ithy.com

  6. 6
    ReachLLM129

    Dominate the AI Search Era

    2025

  7. 7

    Google&Yahoo Trends on Home screen & AI search engine

    Feb 2026

  8. 8AL

    Hi HN! We partnered with the Atlas team to build a tool called AI Predict [0] that allows anyone to ask any question about the future and get a thoroughly researched, AI-generated prediction on how likely it is to be true. How it works: Atlas replicated a Berkeley paper [1] that showed LLMs could make predictions as accurate as the crowd. We’re using a mix of models from OpenAI and Anthropic, with information retrieval powered by NewsCatcher [2]. The system is live and fully functional, though it might struggle with hyper-local questions outside of the public domain (e.g., “Will I have…

    2024 · aipredict.fun

  9. 9

    Get Cited in Google AI search, ChatGPT, Perplexity & Copilot

    Dec 2025

  10. 10IB

    So I've been obsessed with a weird question for the past 6 months, what happens to SEO when everyone starts asking ChatGPT for recommendations instead of Googling? The answer, apparently, is chaos. And maybe opportunity? I built FirstClick because I noticed something strange. My previous startup was getting zero traffic from AI assistants, but our competitor (objectively worse product, sorry not sorry) was getting mentioned by Claude and Perplexity constantly. It drove me crazy. So I reverse engineered why. Turns out there's a whole new game being played and most founders don't even know it…

    Dec 2025 · firstclick.so

  11. 11

    Track your brand across ChatGPT, Gemini, Grok, and more.

    Apr 2026

  12. 12

    TikTok influencer search with AI, simple and precise

    Apr 2026

  13. 13

    Track how ChatGPT, Claude & Gemini talk about your brand

    5d ago · askairank.com

  14. 14

    Check what ChatGPT says about your brand, from your desktop

    May 2026 · popsight.ai

  15. 15PC

    Hey HN - my friend and I built Prediction Hunt, a site that aggregates data from prediction markets like Kalshi, Polymarket, and PredictIt into one simple dashboard. It updates every few minutes, shows probabilities for each event, and even highlights arbitrage opportunities when markets disagree. I made it after getting tired of flipping between tabs just to see how each market was pricing the same question. Would love feedback on the product, data accuracy, and any ideas for what you'd want to see next.

    Oct 2025 · predictionhunt.com

  16. 16UL

    Shopping online can be pretty tedious if you care about the quality of what you are buying. The time it takes can scale pretty proportionally to some combination of the value, relative importance, and complexity of the purchase. I think LLMs can help expedite and personalize the online shopping experience to a degree marketplaces just don't currently provide. I don't think anybody really wants to read the product descriptions of a bunch of products, read reviews, do pairwise product comparisons, and find the best deals across different websites? Or am I wrong? That's why I think this…

    2024 · claros.so

  17. 17

    Social media Visual Intelligence Search Engine

    Jun 2026 · rhisearch.com

  18. 18AA

    Hi everyone, I built this recently and found myself and my friends using it for various different things so I figured I'd share it here. It uses LLMs to answer queries from videos so you don't have to watch them yourself! Each video found is also included with a summary of its transcript for further exploration. Most importantly, it uses up-to-date videos and can answer question about real and recent things unlike ChatGPT. It is particularly useful for: 1. Getting up to date information about the news from different sources E.g. - What are the features of the recently released Apple Vision…

    2023 · askyoutube.ai

  19. 19DC

    Uses hybrid semantic search (combination of dense embeddings and sparse vectors) to retrieve high quality answers across your documents. Features - Significantly faster than competition (Process a 200 page PDF in <5s) - Much better answer quality - Fast summarization tool - Beta API for end to end extractive document QA ([email protected]) Try it out (no login) - Llama 2 paper https:&#x2F;&#x2F;www.dankgpt.com&#x2F;chat&#x2F;346f444d-e286-4671-b157-540f4cb... - Scott Aaronson Quantum Information Science lectures…

    2023 · dankgpt.com

  20. 20AI

    Hello everyone! I always found it hard to find new research papers outside of my usual bubble. I thought a random feed (with no recommendation algorithms) might be a fun way to explore. But I also didn’t want to waste time on completely unrelated stuff — so the idea of a fast, swipeable format came to mind. Wikitok was a real inspiration! But Arxiv and Open Review APIs weren’t as robust as Wikipedia, so I pulled the papers into a Postgres backend. Right now, I’ve indexed papers from a few recent ML conferences to see if this might be useful for others too. No signups required and it’s…

    2025 · artok.app

  21. 21
    fypnow8

    Stop Guessing What the TikTok Algorithm Wants

    Jun 2026 · fypnow.com

  22. 22TA

    Hey HN! I RL-tuned an open-source LLM (gpt-oss-120b — 120B MoE, but only 5.1B active params) to predict "What will Trump do?" in any situation, trained on nothing but public news collected automatically from search queries. The trained model beats GPT-5, and both dataset and trained model are open sourced. Data generation: Generated 2,108 binary forecasting questions from just a search query and a date range using the Lightning Rod SDK (https:&#x2F;&#x2F;github.com&#x2F;lightning-rod-labs&#x2F;lightningrod-python-sd...). Questions are generated from historic news articles — like "Will Trump…

    Feb 2026 · huggingface.co

  23. 23IB

    I built a web page that aggregates data about data center buildup, sovereign fund investments into AI and bottlenecks. The objective is to predict AI race cooldown by looking at a potential decrease of activity involving these elements. The website looks at the quarterly forms from the 5 biggest hyperscalers and adds their CapEx into the mix, calculating a composite index in the end showing how likely it is for the AI race to slow down. Enjoy!

    Jul 2026 · laurentiugabriel.github.io

  24. 24

    See where AI names you. Fix where it doesn't

    May 2026 · getintel.ai

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